581 Elastic Search Jobs - Page 8

Hi All, PFB Opening. Position- ELK support Engineer Experience-2 to 4 Years CTC-upto 7 LPA Location - Chennai-Beach railway station. 24*7 Support Immediate joiners only Job Description 2+ years hands-on experience with Elasticsearch, Logstash, and Kibana Experience with Beats (Filebeat, Metricbeat) Hands-on experience deploying applications on OpenShift (or Kubernetes) Familiarity with container logs, pod metrics, and application tracing Good understanding of JSON, regex, and log parsing techniques Experience writing Elasticsearch queries (DSL) and Kibana visualizations Basic knowledge of Linux shell scripting, YAML, and Git Interested can share your profile on monika.salvi@nusummit.com Regards Monika

As Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. Youll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, youll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, youll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modelling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Expertise in designing and implementing scalable data warehouse solutions on Snowflake, including schema design, performance tuning, and query optimization. Strong experience in building data ingestion and transformation pipelines using Talend to process structured and unstructured data from various sources. Proficiency in integrating data from cloud platforms into Snowflake using Talend and native Snowflake capabilities. Hands-on experience with dimensional and relational data modelling techniques to support analytics and reporting requirements Preferred technical and professional experience Understanding of optimizing Snowflake workloads, including clustering keys, caching strategies, and query profiling. Ability to implement robust data validation, cleansing, and governance frameworks within ETL processes. Proficiency in SQL and/or Shell scripting for custom transformations and automation tasks

Project description Financial Market Digital Channels team is driven to provide world class technology to support the bank's Financial Markets business, working specifically on the bank's in-house built pricing, execution and trade processing platform. We bring a deep understanding of the domain, a scientific approach, and innovative solutions to bear on the challenges of best servicing our customers in a highly competitive environment. This is a rare opportunity to join an organization working with smart technologists globally in the financial markets domain. The culture in the team is open, intellectual, and fun. Learning opportunities are plentiful and career advancement is always waiting for those high-energized talents willing and able to step up. Responsibilities Be a proactive, self-starting developer who can quickly understand the requirements, technology platform and external integrations and start designing and contributing to the delivery. Liaise with devops and wider team to effectively manage resource usage Apply your experience of financial markets electronic trade capture, booking and full lifecycle to build these features into our platform Work within the ever-evolving framework of Financial Markets specifications and regulations to ensure CAT is using best-in-class technology within the boundaries of approved technologies Build services with an API-first approach and generic pattern mindset for scale across multiple dimensions ptimized compute/performance, functional, visualization, quality control Implement and enforce safe defensive coding, intelligent design, access control, in low-maintenance supportable applications Support database integration/migration (postgres/mongo) caching (hazelcast), communication (solace), security (hashicorp, SSO tokens, Kong integration) Effectively and proactively manage resource usage Do whatever it takes to maintain stability, availability and performance Provide Production L3 support as required, to this delivery and the wider platform. We have users from Asia to New York, and you'll be part of a global team of developers Face-off and partner with stakeholders to capture requirements and deliver solutions deep understanding of the problem and context along with ownership are key to be successful in this role Question / Challenge anything you see from your peers or the wider squad that isn't up to standard. The successful candidate is expected to be an experienced developer in designing, building, deploying and supporting critical solutions in the Financial Markets domain. This role requires a wide variety of strengths and capabilities Skills Must have 6+ years of experience in Java Development Must have worked in Investment Banking domain Micro-services development using Spring boot Technical Stack (Back End)Core Java, Java , Spring boot, Kafka, REST APIs, Technical ToolsConfluence/Jira/Bitbucket or Git, CI / CD (Maven, Git, Jenkins), Eclipse or Intelij IDEA Nice to have Technical Stack (UI)JavaScript, React JS, Angular , CSS/SCSS, HTML5, Nodejs, Git, Experience in event driven architectures (CQRS and SAGA patterns). Build Tools (Gulp, and webpack), Jenkins, Docker, Automation, Bash, Redis, Elasticsearch, Kibana Experience in Agile (Scrum) project an added plus Other Languages EnglishC2 Proficient Seniority Senior

SRE - Service Delivery TeamThe SRE - System Delivery team at PhonePe is a cross-functional, centralized, and horizontal team. We collaborate with other SRE teams to build various infrastructure services and carry out routine production management activities, including infrastructure scaling, database maintenance, and operating system vulnerability rollouts etc. Job OverviewAs an SRESD L1 Engineer, you will be part of a team responsible for building, managing, and scaling the production systems of PhonePe to ensure uninterrupted services to users across the country. You will primarily work on well-defined tasks under supervision and by following predefined SOPs. Responsibilities and Duties Build & manage various distributed systems such as Galera, Nginx, Aerospike, ElasticSearch and RMQ. Deploy operating system vulnerability fixes to production systems. Perform routine database maintenance activities. Build and roll out proxy configurations to production systems. Understand the criticality of production infrastructure. Be willing to work 24/7 shifts and provide on-call support across the SRE organisation. Core Technical Skills Required Minimum Qualifications: Linux CLI Tools for System Administration - Proficiency in using command-line tools for managing Linux systems Disk & LVM Management - Hands-on experience with disk management and Logical Volume Manager (LVM) System Services - Understanding of managing and configuring system services Package Management - Understanding of package management tools and processes File Permissions - Understanding of Linux file permission systems Crontab & Scheduling - Understanding of cron jobs for task scheduling DNS Concepts - Understanding of DNS and its configuration Using Salt/Ansible for IaC - Understanding of Infrastructure as Code (IaC) using Salt or Ansible Database Concepts & Administration - Understanding of Shards, Partitions and Truncations Bash / Python Scripting - Proficiency in writing and debugging Bash / Python scripts Knowledge of the following will be a plus MariaDB or similar Distributed Database Systems Docker or similar Containerization technology Nginx or similar Proxy technology GIT Basic Networking Concepts Linux-based Firewall Basic understanding of HTTP & TLS Security Ability to write Python based scripts for various automations Softskills Good Interpersonal Communication Skills Ability to understand & follow SOPs Qualifications Minimum of 1-3 years of hands-on experience in Linux / Unix System Administration. Work LocationBangalore NoteThis role requires the candidate to be available for on-call shifts on a rotational basis, covering 24 hours a day, 7 days a week. PhonePe Full Time Employee Benefits (Not applicable for Intern or Contract Roles) Insurance Benefits - Medical Insurance, Critical Illness Insurance, Accidental Insurance, Life Insurance Wellness Program - Employee Assistance Program, Onsite Medical Center, Emergency Support System Parental Support - Maternity Benefit, Paternity Benefit Program, Adoption Assistance Program, Day-care Support Program Mobility Benefits - Relocation benefits, Transfer Support Policy, Travel Policy Retirement Benefits - Employee PF Contribution, Flexible PF Contribution, Gratuity, NPS, Leave Encashment Other Benefits - Higher Education Assistance, Car Lease, Salary Advance Policy Working at PhonePe is a rewarding experience! Great people, a work environment that thrives on creativity, the opportunity to take on roles beyond a defined job description are just some of the reasons you should work with us. Read more about PhonePe on our blog. Life at PhonePe PhonePe in the news

We are looking for future Insighters who can demonstrate teamwork, results orientation, a growth mindset, disciplined execution, and a winning attitude to join our growing team. We're looking for engineers who love to create elegant, easy-to-use interfaces, and enjoy new JavaScript technologies as they show up every day. Particularly ReactJS. You will help drive our technology selection, and will coach your team on how to use these new technologies effectively in a production platform development environment. We need our engineers to be versatile, display leadership qualities and be enthusiastic to tackle new problems across the full-stack as we continue to push our technology forward. Responsibilities Design, develop, test, deploy, maintain and improve software Manage individual project priorities, deadlines and deliverables Keep software components loosely coupled as we grow Contribute improvements to our continuous delivery infrastructure Participate in recruiting and mentoring of top engineering talent Drive roadmap execution and enhance customer feedback into the product Develop, collaborate on, and execute Agile development, product scenarios, in order to release high quality software on a regular cadence Proactively assist your team to find and solve development and production software issues through effective collaboration Work with company stakeholders including PM, PO, Customer Facing teams, DevOps, Support to communicate and collaborate on execution Desirable - Contribute to frameworks selection, microservice extraction, and deployment in On-Premise and SAAS scenarios. Experience with troubleshooting, profiling and debugging applications Familiarity with web debugging tools (Chrome development tools, Fiddler etc) is a plus Experience with different databases (ElasticSearch, Impala, HDFS, Mongo etc) is a plus Basic Git command knowledge is a plus Messaging systems (e.g. RabbitMQ, Apache Kafka, Active MQ, AWS SQS, Azure Service Bus, Google Pub/Sub) Cloud solutions (e.g. AWS, Google Cloud Platform, Microsoft Azure) Personal Skills - Strong written and verbal communications skills to collaborate developers, testers, product owners, scrum masters, directors, and executives Experience taking part in the decision-making process in application code design, solution development, code review Strong worth ethic and emotional intelligence including being on time for meetings Ability to work in fast-changing environment and embrace change while still following a greater plan Qualifications - BS or MS degree in Computer Science or a related field, or equivalent job experience 2-3 years of experience in web application and any experience on building web IDEs and ETL driven web apps Strong knowledge and experience in C#(2+ years) Experience with ReactJS, microservices (2+ years) Experience in CI/CD pipeline Experience with relational databases, hands-on experience with SQL queries Strong experience with several JavaScript frameworks and tools, such as React, Node Strong knowledge in REST APIs Experience with Atlassian suite products such as JIRA, Bitbucket, Confluence Strong knowledge in Computer Science, Computing Theory: Paradigm & Principles (OOP, SOLID) Database theory (RDBMS) Code testing practices Algorithms Data structures Design Patterns Understanding of network interactions: Protocols conventions (e.g. REST, RPC) Authentication and authorization flows, standards and practices (e.g. oAuth, JWT) Additional Information ** At this time insightsoftware is not able to offer sponsorship to candidates who are not eligible to work in the country where the position is located . ** insightsoftware Hear From Our Team - InsightSoftware (wistia.com) Background checks are required for employment with insightsoftware, where permitted by country, state/province.

Lead Software Development Engineers model a growth mindset by mentoring and guiding Software Development Engineer team members in growing their skillsets and models continuous learning and curiosity. This role communicates the role of Software Development Engineering along with the value it adds to the business and partners with all levels of leadership to educate and influence product road maps. About the Role: We are currently seeking talented candidates to fill the position of Sr. Java Tech Lead in the Reuters Technology organization working in our Bangalore office. As a Sr. Java Lead, you will have team to deliver end-to-end technical solutions for a single or multiple products or complex projects. Lead routine projects with manageable risks and resource requirements. Solve complex problems with minimal guidance and support Desire to learn new technologies. Proven strong analytical design and trouble-shooting skills. Highly accountable for meeting all commitments and deadlines. Effective communication skills, both written and verbal for technical and non-technical audiences. Must be able to work independently as well as collaboratively. Drive for continuous process improvement. Support and monitor the developers to learn and achieve their goals About you: Bachelors in computer science or equivalent work experience Minimum 10+ years of professional experience in Java based application/product designing, developing, deploying, and support. Minimum 2+ years of AWS cloud based application application development, deployment Minimum 4+ years of relational and NoSQL databases Minimum of 4+ years of experience in XML and JSON Minimum 3 years of experience in GraphQL API development hosted in a containerized environment such as ECS, EKS. Minimum of 1+ year of experience in Elastic search development and support Strong debugging skills, with tools such as Kibana, Data Dog and other AWS tools Skills in front-end UI development in Angular would be an advantage. #LI-AD1 Whats in it For You Hybrid Work Model Weve adopted a flexible hybrid working environment (2-3 days a week in the office depending on the role) for our office-based roles while delivering a seamless experience that is digitally and physically connected. Flexibility & Work-Life Balance: Flex My Way is a set of supportive workplace policies designed to help manage personal and professional responsibilities, whether caring for family, giving back to the community, or finding time to refresh and reset. This builds upon our flexible work arrangements, including work from anywhere for up to 8 weeks per year, empowering employees to achieve a better work-life balance. Career Development and Growth: By fostering a culture of continuous learning and skill development, we prepare our talent to tackle tomorrows challenges and deliver real-world solutions. Our Grow My Way programming and skills-first approach ensures you have the tools and knowledge to grow, lead, and thrive in an AI-enabled future. Industry Competitive Benefits We offer comprehensive benefit plans to include flexible vacation, two company-wide Mental Health Days off, access to the Headspace app, retirement savings, tuition reimbursement, employee incentive programs, and resources for mental, physical, and financial wellbeing. Culture: Globally recognized, award-winning reputation for inclusion and belonging, flexibility, work-life balance, and more. We live by our valuesObsess over our Customers, Compete to Win, Challenge (Y)our Thinking, Act Fast / Learn Fast, and Stronger Together. Social Impact Make an impact in your community with our Social Impact Institute. We offer employees two paid volunteer days off annually and opportunities to get involved with pro-bono consulting projects and Environmental, Social, and Governance (ESG) initiatives. Making a Real-World Impact: We are one of the few companies globally that helps its customers pursue justice, truth, and transparency. Together, with the professionals and institutions we serve, we help uphold the rule of law, turn the wheels of commerce, catch bad actors, report the facts, and provide trusted, unbiased information to people all over the world. Thomson Reuters informs the way forward by bringing together the trusted content and technology that people and organizations need to make the right decisions. We serve professionals across legal, tax, accounting, compliance, government, and media. Our products combine highly specialized software and insights to empower professionals with the data, intelligence, and solutions needed to make informed decisions, and to help institutions in their pursuit of justice, truth, and transparency. Reuters, part of Thomson Reuters, is a world leading provider of trusted journalism and news. We are powered by the talents of 26,000 employees across more than 70 countries, where everyone has a chance to contribute and grow professionally in flexible work environments. At a time when objectivity, accuracy, fairness, and transparency are under attack, we consider it our duty to pursue them. Sound excitingJoin us and help shape the industries that move society forward. As a global business, we rely on the unique backgrounds, perspectives, and experiences of all employees to deliver on our business goals. To ensure we can do that, we seek talented, qualified employees in all our operations around the world regardless of race, color, sex/gender, including pregnancy, gender identity and expression, national origin, religion, sexual orientation, disability, age, marital status, citizen status, veteran status, or any other protected classification under applicable law. Thomson Reuters is proud to be an Equal Employment Opportunity Employer providing a drug-free workplace. We also make reasonable accommodations for qualified individuals with disabilities and for sincerely held religious beliefs in accordance with applicable law. More information on requesting an accommodation here. Learn more on how to protect yourself from fraudulent job postings here. More information about Thomson Reuters can be found on thomsonreuters.com.

Date 11 Jun 2025 Location: Bangalore, KA, IN Company Alstom At Alstom, we understand transport networks and what moves people. From high-speed trains, metros, monorails, and trams, to turnkey systems, services, infrastructure, signalling and digital mobility, we offer our diverse customers the broadest portfolio in the industry. Every day, 80,000 colleagues lead the way to greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars. Your future role Take on a new challenge and apply your data science expertise in a cutting-edge field. Youll work alongside innovative and collaborative teammates. You'll play a key role in shaping Alstoms next-generation data-driven solutions for the mobility industry. Day-to-day, youll work closely with teams across the business (engineering experts, data engineers, DevOps/MLOps engineers, and HMI designers), develop machine learning models, and contribute to the development of proof-of-concept applications in maintenance, operations, energy, and city flow domains. Youll specifically take care of extracting key insights from mobility data using advanced tools and techniques, but also contribute to building AI/ML software modules to enhance customer performance and experience. Well look to you for: Designing and developing data-driven solutions, integrating engineering aspects and evaluating financial impacts Implementing feature selection/extraction methods to improve ML models and derive interpretable insights Building and optimizing machine learning models, including supervised and unsupervised approaches Assessing and enhancing the quality of incoming data and model outputs using appropriate evaluation metrics Collaborating with domain experts to define and meet business requirements Creating reports and explanatory materials to communicate insights effectively Evaluating opportunities from emerging mathematical approaches and data science technologies Applying strong testing and quality assurance practices All about you We value passion and attitude over experience. Thats why we dont expect you to have every single skill. Instead, weve listed some that we think will help you succeed and grow in this role: Degree in computer science or engineering, supplemented by training in data science/ML or related disciplines Excellent knowledge of Python programming Understanding of modern statistics, including time-series and signal processing, text mining, or image processing Experience with Python data science stack (e.g., pandas, scikit-learn, keras, numpy, tensorflow) Strong knowledge of artificial intelligence and machine learning algorithms (e.g., classification, regression, dimensionality reduction, neural networks, deep learning) Experience in building and optimizing supervised and unsupervised ML models Experience with database management (SQL, ElasticSearch, etc.) Proficiency in a LINUX environment (shell scripting) [OptionalExperience in PHM, predictive maintenance, traffic modelling, NLP, video analytics, or sequence mining] [OptionalFamiliarity with Git and release management] Things youll enjoy Join us on a life-long transformative journey the rail industry is here to stay, so you can grow and develop new skills and experiences throughout your career. Youll also: Enjoy stability, challenges and a long-term career free from boring daily routines Work with cutting-edge technologies to revolutionize digital mobility Collaborate with cross-functional teams and supportive colleagues Contribute to innovative projects in the mobility domain Utilise our flexible and inclusive working environment Steer your career in whatever direction you choose across functions and countries Benefit from our investment in your development, through award-winning learning programs Progress towards leadership or technical expert roles Benefit from a fair and dynamic reward package that recognizes your performance and potential, plus comprehensive and competitive social coverage (life, medical, pension) You dont need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family, youll be proud. If youre up for the challenge, wed love to hear from you! Important to note As a global business, were an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. Were committed to creating an inclusive workplace for everyone.

Date 10 Jun 2025 Location: Bangalore, KA, IN Company Alstom Req ID:486423 Alstom are now looking for the Cloud DevOps Architect, who will ensure the program is able to deliver fast with good level of quality and support the software development and validation with automation as much as possible and shall manage testing & preview environments for team. Responsible for supporting all automation activities like Continuous Integration and Continuous Deployment linked to software production and delivery to on-premise and cloud environments. Responsible for elaboration of pipelines, integration of static/vulnerability analysis tools and managing different environments. Shall support DevOps engineers and verification and validation engineers in establishing the pipelines and integration tests. Provide and manage testing & preview environments working in a representative context to anticipate solution & project integrations. Design and build technical solutions for deployment on cloud-enabled and on-prem infrastructure with microservices. Create a DevOps strategy and manage the adaption process. ( Azure and on-premise) Set up best DevOps practices including making technology choices based on existing constraints and automation. Support team in the application of the processes with Alstom proposed tools in the most efficient way, with good level of simplification & automation. Defining strategy for long-term efficient software platform upgrades and maintenance Write and maintain product technical documentation technical architectures including network diagrams, sequence diagrams etc. Design and maintain highly available and distributed applications. Define and setup application monitoring best practices. Capacity planning for applications including performance tuning. Contribute to identification of tools and technologies that can improve performance KPIs of the software Adept with automation frameworks and technologies that can run within the pipleline that can perform chaos and dependencies validation Keen in identifying how to automate integration of multiple tools that are used for process. QUALIFICATIONS & S: EDUCATION BE/B.Tech/M.Tech in computer science & information systems or related engineering BEHAVIORAL COMPETENCIES: Demonstrate excellent communication skills and able to guide, influence and convince others in a matrix organization. Team Player with prior experience in working with European customer is not mandatory but preferable. Innovative and be aligned to new product development technologies and methods. Proven capabilities with global teams. TECHNICAL COMPETENCIES & EXPERIENCE 8 to 12 years experience in CI-CD on On-premises and Cloud environment. Programming language C#, Python Technology/framework DotNet, WPF, SignalR, Event driven development, Robot framework Version Control Tool Github AutomationAnsible, helm charts, Kubernetes operators, bash/python ContainerizationLinux, Kubernetes, Azure(AKS), Rancher, distributed filesystems VirtualizationHarvester/VMware/OpenShift Data technologiesKafka, RabbitMQ, Postgres, Elasticsearch ObservabilityGrafana, Prometheus Experience in designing blue/green deployment strategy Proficiency in designing and managing Kubernetes based large scale distributed applications. Experience in security protocols, digital certificates, SSL/TLS, Key and secrets management Deep knowledge of Linux and virtualization concepts. Platform engineering and microservices experience is a plus. You dont need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family, youll be proud. If youre up for the challenge, wed love to hear from you! Important to note As a global business, were an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. Were committed to creating an inclusive workplace for everyone. Job Type:Experienced

Mid-Level Python Engineer (Pipeline, Elasticsearch, DynamoDB) Location: Bangalore Experience: 3 + years Designation Member of Technical Staff Theres the typical job. Then theres a career at Alphastream. Where we'll challenge you to defy routine. To explore the far reaches of the possible. To travel unchartered paths. And to be a part of something far bigger than yourself. Because around here, changing the world just comes with the job description. Job Summary: We are looking for a Mid-Level Python Engineer with 35 years of experience to support and enhance our existing data pipelines and backend systems. The ideal candidate will have strong hands-on expertise in Python, Elasticsearch/OpenSearch, and DynamoDB, and will be responsible for maintaining and scaling our ETL workflows and search infrastructure. You should be comfortable working in a fast-paced environment, supporting production systems, and collaborating with cross-functional teams to build reliable and scalable data solutions. Responsibilities: Pipeline Development & Maintenance Build, extend, and maintain Python-based data ingestion and transformation pipelines (Airflow, AWS Lambda, or similar). Ensure pipelines are performant, well-tested, and monitored end-to-end. DynamoDB Engineering Design and optimize table schemas, GSIs, and data access patterns. Implement CRUD operations and batch processes using AWS SDK (boto3). Monitor capacity, handle throttling, and optimize cost/performance trade-offs Elasticsearch/Search Engineering Define index mappings, analyzers, and ingest pipelines. Write and optimize search queries (DSL, aggregations). Implement relevance tuning and performance optimizations. Integrate with Python applications (e.g., using official Elasticsearch client). Production Support & Monitoring Troubleshoot pipeline failures, search performance issues, and data inconsistencies. Instrument services with logging, metrics (CloudWatch, Prometheus), and alerting. • Drive continuous improvement: automate manual tasks, improve runbooks, and share learnings. Collaboration & Documentation Work closely with cross-functional teams to gather requirements and iterate on solutions. Write clear, concise documentation for pipeline workflows, data models, and search configurations Requirements: Experience: 35 years of professional software engineering experience. Minimum 2 years working with Python in production environments. Technical Skills: • Python: Strong skills in core language features, packaging, virtual environments, and testing frameworks (pytest/unittest). DynamoDB: Design, operation, performance tuning, and AWS SDK (boto3). Elasticsearch/OpenSearch: Index design, query DSL, performance tuning, and Python client integration. AWS: Familiarity with AWS services (Lambda, S3, IAM, CloudWatch). ETL/Orchestration: Experience with batch and streaming pipelines (Airflow, AWS Glue, Lambda + Kinesis, etc.). Soft Skills: • Strong problem-solving and debugging skills. • Clear verbal and written communicaion Self-starter who can work independently and collaboratively. Benefits: Competitive salary and benefits package. Opportunities for professional growth and career development. • Dynamic and collaborative work environment. Cutting-edge technologies and projects. If you are a talented Senior Full Stack Developer looking for an exciting opportunity to make a difference, we'd love to hear from you! Apply now to join our team Attitude: • Fail fast mentality and thrive to succeed based on the learnings Collaboration with Business stake holders, Product Management, Business Analysts, Development (UI & Engineering) teams, Domain experts, Senior Financial Analysts • Quick learner with minimal guidance Good to have: Good interpersonal skills Finance background Preferably from a Data driven company Who We AreAlphastream.ai envisions a dynamic future for the financial world, where innovation is propelled by state-of-the-art AI technology and enriched by a profound understanding of credit and fixedincome research. Our mission is to empower asset managers, research firms, hedge funds, banks, and investors with smarter, faster, and curated data. We provide accurate, timely information, analytics, and tools across simple to complex financial and non-financial data, enhancing decision-making. With a focus on bonds, loans,financials and sustainability, we offer near realtime data via APIs and PaaS (Platform as a Service) solutions that act as the bridge between our offerings and seamless workflow integration. To learn more about us: https://alphastream.ai/ What we offer "At Alphastream.ai we offer a dynamic and inclusive workplace where your skills are valued and your career can flourish. Enjoy competitive compensation, a comprehensive benefits package, and opportunities for professional growth. Immerse yourself in an innovative work environment, maintain a healthy work-life balance, and contribute to a diverse and inclusive culture. Join us to work with cutting-edge technology, and be part of a team that recognizes and rewards your achievements, all while fostering a fun and engaging workplace culture." Disclaimer: Alphastream.ai is an equal opportunities employer. We work to provide a supportive and inclusive environment where all individuals can maximize their full potential. Our skilled and creative workforce is comprised of individuals drawn from a broad cross section of all communities in which we operate and who reflect a variety of backgrounds, talents, perspectives, and experiences. Our strong commitment to a culture of inclusion is evident through our constant focus on recruiting, developing, and advancing individuals based on their skills and talents.

Implementing and validating predictive models as well as creating and maintaining statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques. Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements. Working in an Agile, collaborative environment, partnering with other scientists, engineers, consultants, and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviors. Building teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modeling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise BE / B Tech in any stream, M.Sc. (Computer Science/IT) / M.C.A, with Minimum 3-5 plus years of experience Experience in Front-End Development specializing in React.js and TypeScript , Javascript, MySql Ability to use Extract, Transform, and Load (ETL) tools and/or data integration, or federation tools to prepare and transform data as needed. Ability to use leading edge tools such as Linux, SQL, Python, Spark, Hadoop, and Java. Proficient understanding of code version tools such as GitHub, Gitlab, Bitbucket Preferred technical and professional experience You thrive on teamwork and have excellent verbal and written communication skills. Ability to communicate with internal and external clients to understand and define business needs, providing analytical solutions. Ability to communicate results to technical and non-technical audiences

As an Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modelling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Proof of Concept (POC) Development: Develop POCs to validate and showcase the feasibility and effectiveness of the proposed AI solutions. Help in showcasing the ability of Gen AI code assistant to refactor/rewrite and document code from one language to another Document solution architectures, design decisions, implementation details, and lessons learned. Stay up to date with the latest trends and advancements in AI, foundation models, and large language models. Evaluate emerging technologies, tools, and frameworks to assess their potential impact on solution design and implementation Preferred technical and professional experience Experience and working knowledge in COBOL & JAVA would be preferred Having experience in Code generation, code matching & code translation leveraging LLM capabilities would be a Big plus Demonstrate a growth mindset to understand clients' business processes and challenges

As Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise seach applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviors. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modeling results Your primary responsibilities include: Develop & maintain data pipelines for batch & stream processing using informatica power centre or cloud ETL/ELT tools. Liaise with business team and technical leads, gather requirements, identify data sources, identify data quality issues, design target data structures, develop pipelines and data processing routines, perform unit testing and support UAT. Work with data scientist and business analytics team to assist in data ingestion and data-related technical issues. Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Expertise in Data warehousing/ information Management/ Data Integration/Business Intelligence using ETL tool Informatica PowerCenter Knowledge of Cloud, Power BI, Data migration on cloud skills. Experience in Unix shell scripting and python Experience with relational SQL, Big Data etc Preferred technical and professional experience Knowledge of MS-Azure Cloud Experience in Informatica PowerCenter Experience in Unix shell scripting and python

As an Software Developer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviors. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modeling results. Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Very good experience on Continuous Flow Graph tool used for point based development Design, develop, and maintain ETL processes using Ab Initio tools. Write, test, and deploy Ab Initio graphs, scripts, and other necessary components. Troubleshoot and resolve data processing issues and improve performance Data Integration: Extract, transform, and load data from various sources into data warehouses, operational data stores, or other target systems. Work with different data formats, including structured, semi-structured, and unstructured data. Preferred technical and professional experience You thrive on teamwork and have excellent verbal and written communication skills. Ability to communicate with internal and external clients to understand and define business needs, providing analytical solutions Ability to communicate results to technical and non-technical audiences

As Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. Youll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, youll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, youll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modelling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Experience in the integration efforts between Alation and Manta, ensuring seamless data flow and compatibility. Collaborate with cross-functional teams to gather requirements and design solutions that leverage both Alation and Manta platforms effectively.. Develop and maintain data governance processes and standards within Alation, leveraging Manta's data lineage capabilities.. Analyze data lineage and metadata to provide insights into data quality, compliance, and usage patterns Preferred technical and professional experience Lead the evaluation and implementation of new features and updates for both Alation and Manta platforms Ensuring alignment with organizational goals and objectives. Drive continuous improvement initiatives to enhance the efficiency and effectiveness of data management processes, leveraging Alati

As an Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modelling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Proof of Concept (POC) Development: Develop POCs to validate and showcase the feasibility and effectiveness of the proposed AI solutions. Help in showcasing the ability of Gen AI code assistant to refactor/rewrite and document code from one language to another Document solution architectures, design decisions, implementation details, and lessons learned. Stay up to date with the latest trends and advancements in AI, foundation models, and large language models. Evaluate emerging technologies, tools, and frameworks to assess their potential impact on solution design and implementation Preferred technical and professional experience Experience and working knowledge in COBOL & JAVA would be preferred Having experience in Code generation, code matching & code translation leveraging LLM capabilities would be a Big plus Demonstrate a growth mindset to understand clients' business processes and challenges

As an Associate Software Developer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include: Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise seach applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviors. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modeling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Develop/Convert the database (Hadoop to GCP) of the specific objects (tables, views, procedures, functions, triggers, etc.) from one database to another database platform Implementation of a specific Data Replication mechanism (CDC, file data transfer, bulk data transfer, etc.). Expose data as API Participation in modernization roadmap journey Analyze discovery and analysis outcomes Lead discovery and analysis workshops/playbacks Identification of the applications dependencies, source, and target database incompatibilities. Analyze the non-functional requirements (security, HA, RTO/RPO, storage, compute, network, performance bench, etc.). Prepare the effort estimates, WBS, staffing plan, RACI, RAID etc. . Leads the team to adopt right tools for various migration and modernization method Preferred technical and professional experience You thrive on teamwork and have excellent verbal and written communication skills. Ability to communicate with internal and external clients to understand and define business needs, providing analytical solutions Ability to communicate results to technical and non-technical audiences

As a Software Developer you'll participate in many aspects of the software development lifecycle, such as design, code implementation, testing, and support. You will create software that enables your clients' hybrid-cloud and AI journeys. Your primary responsibilities include Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Front-end Web Developer includes5-8 years of experience in software development using modern languages Implemented Clean Code principles, Junits Thorough understanding of React native and NodeJS and its core principles Experience developing and consuming REST APIs / GraphQL, manage data on the client with Redux and GraphQL, and test everything with Jest Preferred technical and professional experience Good to haveMeasure and resolve performance bottlenecks, using tools like Chrome DevTools Good to know - Lighthouse, Web Page test, or custom tooling

Project Role : Application Developer Project Role Description : Design, build and configure applications to meet business process and application requirements. Must have skills : Angular Good to have skills : NAMinimum 3 year(s) of experience is required Educational Qualification : 15 years full time education Summary :As an Application Developer, you will engage in the design, construction, and configuration of applications tailored to fulfill specific business processes and application requirements. Your typical day will involve collaborating with team members to understand project needs, developing innovative solutions, and ensuring that applications are optimized for performance and user experience. You will also participate in testing and debugging processes to ensure the applications function as intended, while continuously seeking ways to enhance application functionality and efficiency. Roles & Responsibilities:- Expected to perform independently and become an SME.- Required active participation/contribution in team discussions.- Contribute in providing solutions to work related problems.- Assist in the documentation of application specifications and user guides.- Engage in code reviews to ensure adherence to best practices and standards.- Support the migration of AngularJS applications to Angular 19 within a large Nx monorepo- Convert AngularJS components, services, directives, and modules into modern Angular equivalents- Refactor SCSS and HTML templates to align with Tailwind CSS and current design systems- Ensure high fidelity with existing functionality and UX during migration- Collaborate with internal engineers to follow existing patterns and architecture decisions- Write clean, testable, and maintainable code with proper documentation- Validate functionality across browsers and screen sizes during the migration Professional & Technical Skills: - Must To Have Skills: Proficiency in Angular.- Strong understanding of web development principles and frameworks.- Experience with RESTful APIs and integration techniques.- Familiarity with version control systems such as Git.- Knowledge of responsive design and cross-browser compatibility.- You have 3+ years of front-end engineering experience, including solid experience with Angular- Youve worked on large-scale SPAs and know how to balance performance, reusability, and maintainability- You have strong hands-on experience with Angular (v16 or later), and solid understanding of AngularJS- You have hands-on experience migrating mid-to-large AngularJS applications into Angular systematically- You have the ability to work independently, communicate clearly, and deliver migration milestones reliably- You test your work across resolutions, browsers, and interaction types Experience with monorepos using Nx- Experience working on internationalized (i18n) frontends- Frameworks:Angular 19, AngularJS, PrimeNG- Styling:SCSS, Tailwind CSS, HTML5- Libraries:RxJS- Tooling:GitHub Actions, Nx, ESLint, Prettier etc., Additional Information:- This position is based at our Bengaluru office.- A 15 years full time education is required. Qualification 15 years full time education

Project Role : Application Lead Project Role Description : Lead the effort to design, build and configure applications, acting as the primary point of contact. Must have skills : Angular Good to have skills : NAMinimum 5 year(s) of experience is required Educational Qualification : 15 years full time education Summary :As an Application Developer, you will engage in the design, construction, and configuration of applications tailored to fulfill specific business processes and application requirements. Your typical day will involve collaborating with team members to understand project needs, developing innovative solutions, and ensuring that applications are optimized for performance and user experience. You will also participate in testing and debugging processes to ensure the applications function as intended, while continuously seeking ways to enhance application functionality and efficiency. Roles & Responsibilities:- Expected to perform independently and become an SME.- Required active participation/contribution in team discussions.- Contribute in providing solutions to work related problems.- Assist in the documentation of application specifications and user guides.- Engage in code reviews to ensure adherence to best practices and standards.- Support the migration of AngularJS applications to Angular 19 within a large Nx monorepo- Convert AngularJS components, services, directives, and modules into modern Angular equivalents- Refactor SCSS and HTML templates to align with Tailwind CSS and current design systems- Ensure high fidelity with existing functionality and UX during migration- Collaborate with internal engineers to follow existing patterns and architecture decisions- Write clean, testable, and maintainable code with proper documentation- Validate functionality across browsers and screen sizes during the migration Professional & Technical Skills: - Must To Have Skills: Proficiency in Angular.- Strong understanding of web development principles and frameworks.- Experience with RESTful APIs and integration techniques.- Familiarity with version control systems such as Git.- Knowledge of responsive design and cross-browser compatibility.- You have 3+ years of front-end engineering experience, including solid experience with Angular- Youve worked on large-scale SPAs and know how to balance performance, reusability, and maintainability- You have strong hands-on experience with Angular (v16 or later), and solid understanding of AngularJS- You have hands-on experience migrating mid-to-large AngularJS applications into Angular systematically- You have the ability to work independently, communicate clearly, and deliver migration milestones reliably- You test your work across resolutions, browsers, and interaction types Experience with monorepos using Nx- Experience working on internationalized (i18n) frontends- Frameworks:Angular 19, AngularJS, PrimeNG- Styling:SCSS, Tailwind CSS, HTML5- Libraries:RxJS- Tooling:GitHub Actions, Nx, ESLint, Prettier etc., Additional Information:- This position is based at our Bengaluru office.- A 15 years full time education is required. Qualification 15 years full time education

Responsible for Develop processes to proactively monitor and alert for critical metrics. DSL Query writing experience & Development of Trend analysis graphs (Kibana dashboards) for critical events based on event correlation. Responsible for Implement and manage Logstash Pipelines. Responsible for Index management for better optimum efficiency. Index management for better optimum efficiency Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Education Qualification - BE/Btech/MCA/M.Tech, 4-5 yrs Experience in providing solutions using Elastic Stack Experience in Administering Production systems where Elastic stack runs. Experience in end-to-end low-level design, development and delivery of ELK based reporting solutions Preferred technical and professional experience Understand business requirements and create appropriate indexes documents. Index management for better optimum efficiency. Must be Proficient in elastic query for data analysis

As an Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modelling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise 4+ years of experience in data modelling, data architecture. Proficiency in data modelling tools ERwin, IBM Infosphere Data Architect and database management systems Familiarity with different data models like relational, dimensional and NoSQl databases. Understanding of business processes and how data supports business decision making. Strong understanding of database design principles, data warehousing concepts, and data governance practices Preferred technical and professional experience Excellent analytical and problem-solving skills with a keen attention to detail. Ability to work collaboratively in a team environment and manage multiple projects simultaneously. Knowledge of programming languages such as SQL

As an Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modelling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise 4+ years of experience in data modelling, data architecture. Proficiency in data modelling tools ERwin, IBM Infosphere Data Architect and database management systems Familiarity with different data models like relational, dimensional and NoSQl databases. Understanding of business processes and how data supports business decision making. Strong understanding of database design principles, data warehousing concepts, and data governance practices Preferred technical and professional experience Excellent analytical and problem-solving skills with a keen attention to detail. Ability to work collaboratively in a team environment and manage multiple projects simultaneously. Knowledge of programming languages such as SQL

The ability to be a team player The ability and skill to train other people in procedural and technical topics Strong communication and collaboration skills Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Front-end Web Developer includes5-8 years of experience in software development using modern languages Implemented Clean Code principles, Junits Thorough understanding of React native and NodeJS and its core principles Experience developing and consuming REST APIs / GraphQL, manage data on the client with Redux and GraphQL, and test everything with Jest Preferred technical and professional experience Good to haveMeasure and resolve performance bottlenecks, using tools like Chrome DevTools Good to know - Lighthouse, Web Page test, or custom tooling

The ability to be a team player The ability and skill to train other people in procedural and technical topics Strong communication and collaboration skills Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Front-end Web Developer includes5-8 years of experience in software development using modern languages Implemented Clean Code principles, Junits Thorough understanding of React native and NodeJS and its core principles Experience developing and consuming REST APIs / GraphQL, manage data on the client with Redux and GraphQL, and test everything with Jest Preferred technical and professional experience Good to haveMeasure and resolve performance bottlenecks, using tools like Chrome DevTools Good to know - Lighthouse, Web Page test, or custom tooling

As an Data Engineer at IBM you will harness the power of data to unveil captivating stories and intricate patterns. You'll contribute to data gathering, storage, and both batch and real-time processing. Collaborating closely with diverse teams, you'll play an important role in deciding the most suitable data management systems and identifying the crucial data required for insightful analysis. As a Data Engineer, you'll tackle obstacles related to database integration and untangle complex, unstructured data sets. In this role, your responsibilities may include Implementing and validating predictive models as well as creating and maintain statistical models with a focus on big data, incorporating a variety of statistical and machine learning techniques Designing and implementing various enterprise search applications such as Elasticsearch and Splunk for client requirements Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours. Build teams or writing programs to cleanse and integrate data in an efficient and reusable manner, developing predictive or prescriptive models, and evaluating modeling results Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise We are seeking a skilled Azure Data Engineer with 5+ years of experience Including 3+ years of hands-on experience with ADF/Databricks The ideal candidate Data bricks,Data Lake, Phyton programming skills. The candidate will also have experience for deploying to data bricks. Familiarity with Azure Data Factory Preferred technical and professional experience Good communication skills. 3+ years of experience with ADF/DB/DataLake. Ability to communicate results to technical and non-technical audiences