581 Elastic Search Jobs - Page 22

7+ years of commercial experience working as Node.js developer Expertise in working with MariaDB, ElasticSearch, GraphQL Knowledge of AWS (Lambda), Typescript, MSSQL would be a plus Excellent verbal and written communication skills Upper-intermediate English level Position Expectations Contribute high quality code to Political Intelligence platform Create technical design and define general approach to back-end related part of the platform Participate in technical discussions Give and solicit feedback on technical design documents and pull requests Collaborate with Product Management, help prioritize the backlog and sprint plans Perform tasks related to process such as CI/CD, quality, testing, etc

Backend Engineer | Engineering Team | Full-time Are you passionate enough to be a crucial part of a highly analytical and scalable user engagement platform? Are you ready learn new technologies and willing to step out of your comfort zone to explore and learn new skills? If so, this is an opportunity for you to join a high-functioning team and make your mark on our organisation! The Impact you will create in the Job: Build campaign generation services which can send app notifications at a speed of 10 million a minute. Dashboards to show Real time key performance indicators to clients. Develop complex user segmentation engines which creates segments on Terabytes of data within few seconds. Leverage the power of Kubernetes to maintain clusters running inside VPC's across the world. Building highly available & horizontally scalable platform services for ever growing data. Use cloud-based services like AWS Lambda for blazing fast throughput & auto scalability. You will build backend services and APIs to create scalable engineering systems. As an individual contributor, you will tackle some of our broadest technical challenges that requires deep technical knowledge, hands-on software development and seamless collaboration with all functions. You will envision and develop features that are highly reliable and fault tolerant to deliver a superior customer experience. Collaborating various highly-functional teams in the company to meet deliverables throughout the software development lifecycle. Identify and improvise areas of improvement through data insights and research. What we look for? 3-6 years experience in developing high scale internet applications/API based services. Worked with GoLang as a primary language Experience with High scale real time architectures Experience with queueing systems like RabbitMQ, Kafka etc Experience with Elasticsearch would be a plus Having hands on experience with Kubernetes would be a plus. Understanding of SMTP protocol would be a plus Experience with MTA will be an added advantage. Very strong analytic and problem-solving skills. Enjoys working at solving challenges that come with developing real time high scale applications. Why Netcore? At Netcore, innovation isnt just a buzzword—it's the core of everything we do. As the pioneering force behind the first and leading AI/ML-powered Customer Engagement and Experience Platform (CEE), we're dedicated to revolutionizing how B2C brands interact with their customers. Our state-of-the-art SaaS products are designed to foster personalized engagement throughout the entire customer journey, creating remarkable digital experiences for businesses of all sizes.**Engineering at Netcore:** Dive into a world where your work directly impacts engagement, conversions, revenue, and customer retention. Our engineering team tackles complex challenges that come with scaling high-performance systems. We thrive on versatility and speed, employing advanced tech stacks such as Kafka, Storm, RabbitMQ, Celery, RedisQ, and GoLang, all hosted robustly on AWS and GCP clouds. At Netcore, you're not just solving technical problems—you're setting industry benchmarks.**Global Presence, Local Impact:** Headquartered in Mumbai with a presence in 10 countries, including the United States and Germany, our influence is both global and personalized. We are proud to serve over 5,000 enterprise brands across 18 countries, including more than 70% of the unicorns in India, underscoring our role as a top-tier customer engagement and experience platform.**A Great Place to Work:** Recognized as a Great Place to Work for three consecutive years, Netcore is deeply committed to a people-centric culture. Here, you’re more than an employee; you’re part of a family. We value curiosity, collaboration, and the unique contributions of each member, ensuring everyone’s voice is heard.**Join Us:** If you're ready to be at the forefront of technology and innovation, and are looking for a role where you can truly thrive, don't hesitate to apply. We are eager to learn more about you and explore how your skills and passions align with our visionary team.Let's start a conversation and make magic happen together! What’s in it for you? Immense growth, continuous learning and deliver the best to the top-notch brands Work with some of the most innovative brains Opportunity to explore your entrepreneurial mind-set Open culture where your creative bug gets activated. If this sounds like a company you would like to be a part of, and a role you would thrive in, please don’t hold back from applying! We need your unique perspective for our continued innovation and success! So let’s converse! Our inquisitive nature is all keen to know more about you.

Backend Engineer (GO Developer) | Engineering Team | Full-time Are you passionate enough to be a crucial part of a highly analytical and scalable user engagement platform? Are you ready learn new technologies and willing to step out of your comfort zone to explore and learn new skills? If so, this is an opportunity for you to join a high-functioning team and make your mark on our organisation! The Impact you will create in the Job: Build campaign generation services which can send app notifications at a speed of 10 million a minute. Dashboards to show Real time key performance indicators to clients. Develop complex user segmentation engines which creates segments on Terabytes of data within few seconds. Leverage the power of Kubernetes to maintain clusters running inside VPC's across the world. Building highly available & horizontally scalable platform services for ever growing data. Use cloud-based services like AWS Lambda for blazing fast throughput & auto scalability. You will build backend services and APIs to create scalable engineering systems. As an individual contributor, you will tackle some of our broadest technical challenges that requires deep technical knowledge, hands-on software development and seamless collaboration with all functions. You will envision and develop features that are highly reliable and fault tolerant to deliver a superior customer experience. Collaborating various highly-functional teams in the company to meet deliverables throughout the software development lifecycle. Identify and improvise areas of improvement through data insights and research. What we look for? 2-6 years experience in developing high scale internet applications/API based services. Worked with GoLang as a primary language Experience with High scale real time architectures Experience with queueing systems like RabbitMQ, Kafka etc Experience with Elasticsearch would be a plus Having hands on experience with Kubernetes would be a plus. Understanding of SMTP protocol would be a plus Experience with MTA will be an added advantage. Very strong analytic and problem-solving skills. Enjoys working at solving challenges that come with developing real time high scale applications. Why Netcore? At Netcore, innovation isnt just a buzzword—it's the core of everything we do. As the pioneering force behind the first and leading AI/ML-powered Customer Engagement and Experience Platform (CEE), we're dedicated to revolutionizing how B2C brands interact with their customers. Our state-of-the-art SaaS products are designed to foster personalized engagement throughout the entire customer journey, creating remarkable digital experiences for businesses of all sizes.**Engineering at Netcore:** Dive into a world where your work directly impacts engagement, conversions, revenue, and customer retention. Our engineering team tackles complex challenges that come with scaling high-performance systems. We thrive on versatility and speed, employing advanced tech stacks such as Kafka, Storm, RabbitMQ, Celery, RedisQ, and GoLang, all hosted robustly on AWS and GCP clouds. At Netcore, you're not just solving technical problems—you're setting industry benchmarks.**Global Presence, Local Impact:** Headquartered in Mumbai with a presence in 10 countries, including the United States and Germany, our influence is both global and personalized. We are proud to serve over 5,000 enterprise brands across 18 countries, including more than 70% of the unicorns in India, underscoring our role as a top-tier customer engagement and experience platform.**A Great Place to Work:** Recognized as a Great Place to Work for three consecutive years, Netcore is deeply committed to a people-centric culture. Here, you’re more than an employee; you’re part of a family. We value curiosity, collaboration, and the unique contributions of each member, ensuring everyone’s voice is heard.**Join Us:** If you're ready to be at the forefront of technology and innovation, and are looking for a role where you can truly thrive, don't hesitate to apply. We are eager to learn more about you and explore how your skills and passions align with our visionary team.Let's start a conversation and make magic happen together! What’s in it for you? Immense growth, continuous learning and deliver the best to the top-notch brands Work with some of the most innovative brains Opportunity to explore your entrepreneurial mind-set Open culture where your creative bug gets activated. If this sounds like a company you would like to be a part of, and a role you would thrive in, please don’t hold back from applying! We need your unique perspective for our continued innovation and success! So let’s converse! Our inquisitive nature is all keen to know more about you.

Greetings from Encora Innovation Labs Pvt Ltd! A Leading World Class SaaS Technology Product Engineering Company! Role & responsibilities Job Description Position: Senior Software Engineer Experience - 5+ Years Technical Skills At least 5 years of related software development experience. Languages: Java: 5+ years Environment: Git, Maven, Ant, Eclipse/IntelliJ, Junit, Docker Technologies/Frameworks: Spring Framework / Spring Boot / REST Spring Data/Hibernate/JPA Redis, Elasticsearch or other NoSQL DB Essential Functions and Tasks Consistently writes and documents high-quality code to solve features of moderate complexity and projects with multiple dependencies. Writes tests to verify the functionality and stability of code; establishes monitoring and alerting systems to ensure code reliability; contributes to defining standards in testing, security, monitoring, and alerting systems. Participates in on-call rotations and stakeholder inquiries, follows best practices to troubleshoot and manage production incidents independently. Solicits and responds to code review feedback to improve code and obtain code approval; provides feedback on code and design to other engineers. Identifies and reduces code level tech debt (e.g. code duplication, low test coverage). Proactively improves the performance and efficiency of our own software and systems. Exercises good judgment on engineering tradeoffs for a feature. Applies knowledge of software design patterns or best practices and evaluates trade-offs to contribute to high quality design and artifacts (e.g. ERD, design notes) that address the business requirements. Leverages relevant existing solutions and identifies opportunities to improve existing solutions. Works with stakeholders to understand and translate customer problems or business requirements into system design. Collaborates with peers to identify opportunities for operational improvements within the immediate team. Why Encora Innovation Labs? Are you are looking for a career that challenges you to bring your knowledge and expertise to bear for designing implementing and running a world class SaaS technology IT organization? Encora Innovation Labs is a world class SaaS technology Product Engineering company and focused on transformational outcomes for leading-edge tech companies. Encora Partners with fast growing tech companies who are driving innovation and growth within their industries. Who We Are: Encora is devoted to making the world a better place for clients, for our communities and for our people. What We Do: We drive transformational outcomes for clients through our agile methods, micro-industry vertical expertise, and extraordinary people. Our Team: Our team is a diverse global community of over 9,000 talented and highly-committed people. We call ourselves Encorians. We provide hi-tech, differentiated services in next-gen software engineering solutions including Big Data, Analytics, Machine Learning, IoT, Embedded, Mobile, Cloud, UI/UX, and Test Automation to some of the leading technology companies in the world. Our global and agile teams of 9000+ professionals, with their deep domain expertise, have been helping clients achieve accelerated business outcomes consistently over the years. Encora specializes in Data Governance, Digital Transformation, and Disruptive Technologies, helping clients to capitalize on their potential efficiencies. Encora has been an instrumental partner in the digital transformation journey of clients across a broad spectrum of industries: Health Tech, Fin Tech, Hi-Tech, Security, Digital Payments, Education Publication, Travel, Real Estate, Supply Chain and Logistics and Emerging Technologies. Encora has successfully developed and delivered more than 1,000 products over the last few years and has led the transformation of a number of Digital Enterprises. Encora has over 20 offices and innovation centers in 10+ countries worldwide. Our international network ensures that clients receive seamless access to the complete range of our services and expert knowledge and skills of professionals globally. Encora global delivery centers and offices in the United States, Costa Rica, Mexico, United Kingdom, India, Malaysia, Singapore, Indonesia, Hong Kong, Philippines, Mauritius, and the Cayman Islands. Encora is Certified Great Place to Work in India. Please visit us at Website: encora.com LinkedIn: EncoraInc Facebook: @EncoraInc Instagram: @EncoraInc Employee Head count: 9000+ Office Locations: United States, Costa Rica, Mexico, United Kingdom, India, Malaysia, Singapore, Indonesia, Hong Kong, Philippines, Mauritius, and the Cayman Islands Our Offices in India: Bangalore Office: No.10, Brigade South Parade, M.G. Road, Yellappa Chetty Layout, Bangalore - 560001 Pune Office: 7th Floor, ICC Tech Park, Tower A, Senapati Bapat Rd, opp. to JW Marriott Hotel, Laxmi Society, Model Colony, Shivajinagar, Pune, Maharashtra 411016. Chennai Office : 11,TEK Towers, 3rd Floor, Rajiv Gandhi Salai (OMR), Thoraipakkam, Chennai-600097 Ahmedabad Office: B/10th Floor, Siddhi Vinayak Towers Makarba, Ahmedabad, Gujarat 380051 Interview Levels: 3-Technical Interviews Preferred only immediate joinee/15 days notice candidates. Please excuse 30/60/90 days’ notice candidates. Regards, roopa K

We're hiring a Senior Backend Python Developer (7+ yrs )to build scalable, AI-powered systems using Django/Flask/FastAPI, GCP, Kubernetes & GraphQL. Design APIs, drive architecture, mentor teams & integrate ML for high-performance platforms.

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 : Multiplatform Front End Development React, Amazon Web Services (AWS), Java Enterprise Edition, JavaScript Good to have skills : NA Minimum 5 year(s) of experience is required Educational Qualification : 15 years full time education Summary :As a Multiplatform Front End Development React Application Lead, you will be responsible for designing, building, and configuring applications using Amazon Web Services (AWS), Java Enterprise Edition, and JavaScript. Your typical day will involve leading the effort to design, build, and configure applications, acting as the primary point of contact, and collaborating with cross-functional teams to deliver high-quality solutions.Key Responsibilities:1 Understanding requirements and involving in design and implementation 2 Collaborate with other peers, having domain expertise to build the right solution that business needs 3 Self-driven and capable of managing multiple priorities under pressure and ambiguity 4 Ability to work effectively in a fast-paced environment 5 Keen eye for usability, creating intuitive visually appealing experiences 6 UI will be used by consumers to extract the relevant data from Metadata repository Development work in the search space using Elastic search Technical Experience:1 7 plus years' experience developing with ReactJS 2 State management with Redux3 Strong Fundamental JavaScript skills ES5 and ES6,CSS skills, 4 Experience with TypeScript or ClojureScript is a plus, Thorough understanding of Reactjs and its core principles 5 React combined with Flux/Redux experience is preferred 6 Thorough understanding of Reactjs and its core principles 7 Experience developing component-driven UIs 8 Experience with data structure libraries 9 Knowledgeable in performance optimization techniques.10 Knowledge of AWS services and deployment is an advantage Additional Information: The candidate should have a minimum of 5 years of experience in Multiplatform Front End Development React. The ideal candidate will possess a strong educational background in computer science or a related field, along with a proven track record of delivering impactful multiplatform front-end solutions. Ready to work in B shift - 12 PM to 10 PM 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 : Multiplatform Front End Development React, Amazon Web Services (AWS), Java Enterprise Edition, JavaScript Good to have skills : NA Minimum 5 year(s) of experience is required Educational Qualification : 15 years full time education Summary :As a Multiplatform Front End Development React Application Lead, you will be responsible for designing, building, and configuring applications using Amazon Web Services (AWS), Java Enterprise Edition, and JavaScript. Your typical day will involve leading the effort to design, build, and configure applications, acting as the primary point of contact, and collaborating with cross-functional teams to deliver high-quality solutions.Key Responsibilities:1 Understanding requirements and involving in design and implementation 2 Collaborate with other peers, having domain expertise to build the right solution that business needs 3 Self-driven and capable of managing multiple priorities under pressure and ambiguity 4 Ability to work effectively in a fast-paced environment 5 Keen eye for usability, creating intuitive visually appealing experiences 6 UI will be used by consumers to extract the relevant data from Metadata repository Development work in the search space using Elastic search Technical Experience:1 7 plus years' experience developing with ReactJS 2 State management with Redux3 Strong Fundamental JavaScript skills ES5 and ES6,CSS skills, 4 Experience with TypeScript or ClojureScript is a plus, Thorough understanding of Reactjs and its core principles 5 React combined with Flux/Redux experience is preferred 6 Thorough understanding of Reactjs and its core principles 7 Experience developing component-driven UIs 8 Experience with data structure libraries 9 Knowledgeable in performance optimization techniques.10 Knowledge of AWS services and deployment is an advantage Additional Information: The candidate should have a minimum of 5 years of experience in Multiplatform Front End Development React. The ideal candidate will possess a strong educational background in computer science or a related field, along with a proven track record of delivering impactful multiplatform front-end solutions. Ready to work in B shift - 12 PM to 10 PM Qualifications 15 years full time education

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development Good to have skills : Java Enterprise Edition Minimum 3 year(s) of experience is required Educational Qualification : 15 years full time education Summary:As a Full Stack Engineer, you will be responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. You will use your development skills to deliver innovative solutions that help our clients improve the services they provide. Additionally, you will leverage new technologies to solve challenging business problems with a cloud-first and agile mindset. 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.- Collaborate with cross-functional teams to design, develop, and implement software solutions.- Write clean, scalable, and maintainable code.- Participate in code reviews to ensure code quality and adherence to coding standards.- Troubleshoot and debug issues in the software applications.- Stay up-to-date with the latest industry trends and technologies.- Assist in the deployment and maintenance of software applications. Professional & Technical Skills:- Must To Have Skills:Proficiency in Java Full Stack Development, Java Enterprise Edition.- Good To Have Skills:Experience with Java Full Stack Development.- Strong understanding of software development principles and best practices.- Experience with front-end technologies such as HTML, CSS, and JavaScript.- Knowledge of relational databases and SQL.- Familiarity with version control systems such as Git.- Experience with Agile development methodologies.- Excellent problem-solving and analytical skills. Additional Information:- The candidate should have a minimum of 3 years of experience in Java Full Stack Development.- This position is based at our Bengaluru office.- A 15 years full-time education is required. Qualifications 15 years full time education

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development Good to have skills : Java Enterprise Edition Minimum 2 year(s) of experience is required Educational Qualification : 15 years or more educational qualification Summary :As a Full Stack Engineer, you will be responsible for developing and engineering end-to-end features of a system using Java Full Stack Development. Your typical day will involve working on user experience and backend code, delivering innovative solutions to improve client services with a cloud-first and agile mindset. Roles & Responsibilities: Develop and engineer end-to-end features of a system using Java Full Stack Development. Collaborate with cross-functional teams to deliver innovative solutions that improve client services. Utilize development skills to solve challenging business problems with a cloud-first and agile mindset. Stay updated with the latest technologies and leverage them to improve client services. Ensure the quality and integrity of the system by conducting thorough testing and debugging. Professional & Technical Skills: Must To Have Skills:Java Full Stack Development. Good To Have Skills:Java Enterprise Edition. Strong understanding of cloud-first and agile mindset. Experience in developing and engineering end-to-end features of a system. Experience in testing and debugging to ensure the quality and integrity of the system. Additional Information: The candidate should have a minimum of 2 years of experience in Java Full Stack Development. The ideal candidate will possess a strong educational background in computer science or a related field. This position is based at our Gurugram office. Qualifications 15 years or more educational qualification

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 : Multiplatform Front End Development React, Java Enterprise Edition, Amazon Web Services (AWS), JavaScript Good to have skills : NA Minimum 7.5 year(s) of experience is required Educational Qualification : 15 years full time education Summary :As an Application Lead, you will lead the effort to design, build, and configure applications, acting as the primary point of contact. You will be responsible for overseeing the entire application development process and ensuring its successful implementation. Your typical day will involve collaborating with the team, making key decisions, and engaging with multiple teams to provide solutions to problems. Key Responsibilities:1 Understanding requirements and involving in design and implementation 2 Collaborate with other peers, having domain expertise to build the right solution that business needs 3 Self-driven and capable of managing multiple priorities under pressure and ambiguity 4 Ability to work effectively in a fast-paced environment 5 Keen eyes for usability, creating intuitive visually appealing experiences 6 UI will be used by consumers to extract the relevant data from Metadata repository Development work in the search space using Elastic search Technical Experience:1 7 plus years' experience developing with ReactJS 2 Resource should be good at Coding. Please conduct Coding Test.3 Strong Fundamental JavaScript skills ES5 and ES6,CSS skills, 4 Experience with TypeScript or ClojureScript is a plus, Thorough understanding of Reactjs and its core principles 5 React combined with Flux/Redux experience is preferred 6 Thorough understanding of Reactjs and its core principles 7 Experience developing component-driven UIs 8 Experience with data structure libraries 9 Knowledgeable in performance optimization techniques.10 Knowledge of AWS services and deployment is an advantage11 State management with Redux Additional Information: The candidate should have a minimum of 7.5 years of experience in Multiplatform Front End Development React. The ideal candidate will possess a strong educational background in computer science or a related field, along with a proven track record of delivering impactful multiplatform front-end solutions. Ready to work in B shift - 12 PM to 10 PM Coding test is mandatory for every resource Qualification 15 years full time education

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development Good to have skills : Angular, Spring Boot Minimum 5 year(s) of experience is required Educational Qualification : Minimum 15 years of full time education Summary :As a Full Stack Engineer, you will be responsible for developing end-to-end features of a system using Java Full Stack Development. Your typical day will involve working on user experience and backend code, delivering innovative solutions to improve client services with a cloud-first and agile mindset. Roles & Responsibilities:- Develop and engineer end-to-end features of a system using Java Full Stack Development.- Collaborate with cross-functional teams to deliver innovative solutions that improve client services.- Utilize development skills to solve challenging business problems with a cloud-first and agile mindset.- Stay updated with the latest technologies and leverage them to improve client services.- Ensure the quality and integrity of the system by conducting thorough testing and debugging. Professional & Technical Skills:- Must To Have Skills:Java Full Stack Development.- Good To Have Skills:Spring Boot, Angular.- Strong understanding of cloud-first and agile mindset.- Experience in developing end-to-end features of a system.- Solid grasp of testing and debugging techniques. Additional Information:- The candidate should have a minimum of 5 years of experience in Java Full Stack Development.- The JOB FAMILY and PROJECT ROLE information are not for candidate's experience.- This position is based at our Bengaluru office. Qualifications Minimum 15 years of 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 : Elastic Stack (ELK) Good to have skills : Python (Programming Language) Minimum 5 year(s) of experience is required Educational Qualification : BE Summary :As an Application Lead for Advanced Application Engineering, you will be responsible for designing, building, and configuring applications using Elastic Stack (ELK). Your typical day will involve leading the effort to deliver high-quality applications, acting as the primary point of contact for the project team. Roles & Responsibilities: Lead the effort to design, build, and configure applications using Elastic Stack (ELK). Act as the primary point of contact for the project team, ensuring timely delivery of high-quality applications. Collaborate with cross-functional teams to ensure seamless integration of applications with other systems. Provide technical guidance and mentorship to junior team members, ensuring their professional growth and development. Stay updated with the latest advancements in Elastic Stack (ELK) and related technologies, integrating innovative approaches for sustained competitive advantage. Professional & Technical Skills: Must To Have Skills:Strong expertise in Elastic Stack (ELK). Good To Have Skills:Proficiency in Python (Programming Language). Experience in designing, building, and configuring applications using Elastic Stack (ELK). Experience in collaborating with cross-functional teams to ensure seamless integration of applications with other systems. Strong understanding of software engineering principles and best practices. Excellent problem-solving and analytical skills. Additional Information: The candidate should have a minimum of 5 years of experience in Elastic Stack (ELK). The ideal candidate will possess a strong educational background in software engineering, computer science, or a related field, along with a proven track record of delivering impactful solutions. This position is based at our Bengaluru office. Qualifications BE

Join us and be a part of this journey as we write customer success stories about these products. WHAT YOU DO Interface with business customers, gathering and understanding requirements. Interface with customer and Genesys data science teams in discovery, extraction, loading, data transformation, and analysis of results. Define and utilize data intuition process to cleanse and verify the integrity of customer & Genesys data to be used for analysis. Implement, own, and improve data pipelines using best practices in data modeling, ETL/ELT processes. Build, improve, and provide ongoing optimization of high-quality models. Work with PS & Engineering to deliver specific customer requirements and report back customer feedback, issues, and feature requests. Continuous improvement in reporting, analysis, and overall process. Visualize, present, and demonstrate findings as required. Perform knowledge transfer to customer and internal teams. Communicate within the global community respecting cultural, language, and time zone variations. Demonstrate flexibility to adjust working hours to match customer and team interactions. ABOUT YOU Bachelors / Masters degree in quantitative field (e.g., Computer Science, Statistics, Engineering) 5+ years of relevant experience in Data Science or Data Engineering 5+ years of hands-on experience in Elasticsearch, Kibana, and real-time analytics solution development Hands-on application development experience in AWS/Azure and experience in Snowflake, Tableau, or Power BI Expertise with major statistical & analytical software like Python, R, SAS Good working knowledge on any programming language like Java, NodeJS. Application development background of using any contact center product suites such as Genesys, Avaya, Cisco etc. is an added advantage Expertise with data modeling, data warehousing, and ETL/ELT development Expertise with database solutions such as SQL, MongoDB, Redshift, Hadoop, Hive Proficiency with REST API, JSON, AWS Experience in working and delivering projects independently. Ability to multi-task and context switch between projects and tasks Curiosity, passion, and drive for data queries, analysis, quality, and models Excellent communication, initiative, and coordination skills with great attention to detail. Ability to explain and discuss complex topics with both experts and business leaders.

Project Role : Cloud Platform Engineer Project Role Description : Designs, builds, tests, and deploys cloud application solutions that integrate cloud and non-cloud infrastructure. Can deploy infrastructure and platform environments, creates a proof of architecture to test architecture viability, security and performance. Must have skills : Kubernetes Good to have skills : Google Kubernetes Engine, Google Cloud Compute Services Minimum 12 year(s) of experience is required Educational Qualification : 15 years full time education We are seeking a highly motivated and experienced DevOps Infra Engineer to join our team and manage Kubernetes (K8) infrastructure. You will be responsible for implementing and maintaining Infrastructure as Code (IaC) using Terraform or relevant code and ensuring the smooth deployment and management of our Kubernetes Stack in On Prem environments. You will also be instrumental in troubleshooting issues, optimizing infrastructure, and implementing / Managing monitoring tools for observability. Primary Skills: Kubernetes, Kubegres, Kubekafka, Grafana, Redis, PrometheusSecondary Skills: Keycloak,MetalLB,Ingress,ElasticSearch,Superset,OpenEBS,Istio,Secrets,Helm,NussKnacker,Valero,DruidResponsibilities:Containerization:Working experience with Kubernetes and Docker for containerized application deployments in On Prem ( GKE/K8s ). Knowledge of Helm charts and their application in Kubernetes clusters. Collaboration and Communication:Work effectively in a collaborative team environment with developers, operations, and other stakeholders. Communicate technical concepts clearly and concisely. CI/CD:Design and implement CI/CD pipelines using Jenkins, including pipelines, stages, and jobs. Utilize Jenkins Pipeline and Groovy scripting for advanced pipeline automation. Integrate Terraform with Jenkins for IaC management and infrastructure provisioning. Infrastructure as Code (IaC):Develop and manage infrastructure using Terraform, including writing Terraform tfvars and modules code. Set up IaC pipelines using Terraform, Jenkins, and cloud environments like Azure and GCP. Troubleshoot issues in Terraform code and ensure smooth infrastructure deployments. Cloud Platforms:Possess a deep understanding of both Google Cloud and Azure cloud platforms. Experience with managing and automating cloud resources in these environments. Monitoring & Logging:Configure and manage monitoring tools like Splunk, Grafana, and ELK for application and infrastructure health insights. GitOps:Implement GitOps practices for application and infrastructure configuration management. Scripting and Automation:Proficient in scripting languages like Python and Bash for automating tasks. Utilize Ansible or Chef for configuration management. Configuration Management:Experience with configuration management tools like Ansible and Chef. Qualifications:4-9 years of experience as a Kubernetes & DevOps Engineer or similar role with 12+ years of total experience in Cloud and Infra managed services. Strong understanding of CI/CD principles and practices. Proven experience with Jenkins or CI/CD, including pipelines, scripting, and plugins. Expertise in Terraform and IaC principles. Experience with Kubernetes management in On Prem platform is preferred. Exposure with monitoring and logging tools like Splunk, Grafana, or ELK. Experience with GitOps practices. Proficiency in scripting languages like Python and Bash. Experience with configuration management tools like Ansible or Chef. Hands-on experience with Kubernetes and Docker. Knowledge of Helm charts and their application in Kubernetes clusters. Must:Flexible to cover a part of US working Hours ( 24/7 business requirement ).Excellent communication and collaboration skills. Fluent in English.

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development, Apache Kafka Good to have skills : NA Minimum 5 year(s) of experience is required Educational Qualification : BE Summary : As a Full Stack Engineer, you will be responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. You will use your development skills to deliver innovative solutions that help our clients improve the services they provide. Additionally, you will leverage new technologies to solve challenging business problems with a cloud-first and agile mindset. Roles & Responsibilities: - Expected to be an SME, collaborate and manage the team to perform. - Responsible for team decisions. - Engage with multiple teams and contribute on key decisions. - Provide solutions to problems for their immediate team and across multiple teams. - Develop and engineer the end-to-end features of a system. - Deliver innovative solutions to improve client services. - Utilize development skills to create user-friendly experiences. - Stay updated with new technologies and apply them to solve business problems. Professional & Technical Skills: - Must To Have Skills:Proficiency in Java Full Stack Development, Apache Kafka. - Strong understanding of statistical analysis and machine learning algorithms. - Experience with data visualization tools such as Tableau or Power BI. - Hands-on implementing various machine learning algorithms such as linear regression, logistic regression, decision trees, and clustering algorithms. - Solid grasp of data munging techniques, including data cleaning, transformation, and normalization to ensure data quality and integrity. Additional Information: - The candidate should have a minimum of 5 years of experience in Java Full Stack Development. - This position is based in Mumbai. - A BE degree is required. Qualifications BE

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development, Apache Kafka Good to have skills : NA Minimum 12 year(s) of experience is required Educational Qualification : BE Summary :As a Full Stack Engineer, you will be responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. You will use your development skills to deliver innovative solutions that help our clients improve the services they provide. Additionally, you will leverage new technologies that can be applied to solve challenging business problems with a cloud-first and agile mindset. Roles & Responsibilities: Expected to be an SME, collaborate and manage the team to perform. Responsible for team decisions. Engage with multiple teams and contribute on key decisions. Expected to provide solutions to problems that apply across multiple teams. Collaborate with cross-functional teams to design, develop, and implement software solutions. Participate in code reviews and provide constructive feedback to improve code quality. Troubleshoot and debug issues in the software applications. Stay up-to-date with the latest industry trends and technologies to continuously enhance skills and knowledge. Professional & Technical Skills: - Must To Have Skills:Proficiency in Java Full Stack Development, Apache Kafka. - Strong understanding of software development principles and best practices. - Experience with front-end technologies such as HTML, CSS, and JavaScript. - Familiarity with back-end technologies such as Java, Spring Boot, and RESTful APIs. - Knowledge of database systems and SQL. - Familiarity with version control systems such as Git. Additional Information: The candidate should have a minimum of 12 years of experience in Java Full Stack Development. This position is based in Mumbai. A BE degree is required. Qualifications BE

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development, Apache Kafka Good to have skills : NA Minimum 7.5 year(s) of experience is required Educational Qualification : BE Summary :As a Full Stack Engineer, you will be responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. You will use your development skills to deliver innovative solutions that help our clients improve the services they provide. Additionally, you will leverage new technologies to solve challenging business problems with a cloud-first and agile mindset. Roles & Responsibilities: Expected to be an SME, collaborate and manage the team to perform. Responsible for team decisions. Engage with multiple teams and contribute on key decisions. Provide solutions to problems for their immediate team and across multiple teams. Develop and engineer end-to-end features of a system. Deliver innovative solutions to improve client services. Utilize development skills to solve challenging business problems. Stay updated with new technologies and apply them to projects. Professional & Technical Skills: Must To Have Skills:Proficiency in Java Full Stack Development, Apache Kafka. Strong understanding of statistical analysis and machine learning algorithms. Experience with data visualization tools such as Tableau or Power BI. Hands-on implementing various machine learning algorithms such as linear regression, logistic regression, decision trees, and clustering algorithms. Solid grasp of data munging techniques, including data cleaning, transformation, and normalization to ensure data quality and integrity. Additional Information: The candidate should have a minimum of 7.5 years of experience in Java Full Stack Development. This position is based at our Bengaluru office. A BE degree is required. Qualifications BE

Project Role : Full Stack Engineer Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset. Must have skills : Java Full Stack Development, Apache Kafka Good to have skills : NA Minimum 7.5 year(s) of experience is required Educational Qualification : BE Summary : As a Full Stack Engineer, you will be responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. You will use your development skills to deliver innovative solutions that help our clients improve the services they provide. Additionally, you will leverage new technologies to solve challenging business problems with a cloud-first and agile mindset. Roles & Responsibilities: - Expected to be an SME, collaborate and manage the team to perform. - Responsible for team decisions. - Engage with multiple teams and contribute on key decisions. - Provide solutions to problems for their immediate team and across multiple teams. - Contribute to the development and engineering of end-to-end features of a system. - Deliver innovative solutions to improve client services. - Utilize development skills to solve challenging business problems. - Stay updated with new technologies and apply them to projects. Professional & Technical Skills: - Must To Have Skills:Proficiency in Java Full Stack Development, Apache Kafka. - Strong understanding of statistical analysis and machine learning algorithms. - Experience with data visualization tools such as Tableau or Power BI. - Hands-on implementing various machine learning algorithms such as linear regression, logistic regression, decision trees, and clustering algorithms. - Solid grasp of data munging techniques, including data cleaning, transformation, and normalization to ensure data quality and integrity. Additional Information: - The candidate should have a minimum of 7.5 years of experience in Java Full Stack Development. - This position is based at our Mumbai office. - A BE degree is required.nan

Project Role : Software Development Lead Project Role Description : Develop and configure software systems either end-to-end or for a specific stage of product lifecycle. Apply knowledge of technologies, applications, methodologies, processes and tools to support a client, project or entity. Must have skills : Splunk Good to have skills : NA Minimum 2 year(s) of experience is required Educational Qualification : 15 years full time education Please refer below details for Position Name - SPLUNK/ELK Developer – Professional & Technical Skills: Must Have Skills:Proficiency in Splunk & ELK Administration and Development Must Have Skills:Hands on Experience with ELK Stack components (Elasticsearch, Logstash, Kibana) and their seamless integration Log management:Utilize the ELK stack to collect, process and analyze log data ,ensuring efficient log management and searchability Familiarity with Kibana dashboard creation, Health checks ,Linux system administration, Shell scripting and any one cloud platform Develop fields extraction, lookups, and data transformations to ensure accurate and meaningful data analysis Creating dashboards, alerts, saved searches, lookups, macros, field extractions, field transformations, tags, event types. Experience in architecting and administering Splunk distributed environments with components like Universal/Heavy Forwarders, Indexers, Cluster Masters, Deployment Servers , Search Head, License Master and Search Head Cluster. Manage and edit various .conf files such as index.conf, input.conf, output.conf, props.conf, transform.conf, server.conf Experience on log parsing, complex Splunk searches, external table lookup Create and manage KPIs, Glass Tables, and Service Health Scores to provide real-time visibility into IT operations Installed, configured, and maintained Splunk, Splunk Add Ons and Apps Solid grasp of data munging techniques, including data cleaning, transformation, and normalization to ensure data quality and integrity. Additional Information: The candidate should have a minimum of 2 years of experience in Splunk. This position is based at our Pune office. A 15 years full time education is required. Qualifications 15 years full time education

locationsIndia, Bangalore time typeFull time posted onPosted 30+ Days Ago job requisition idJR0034276 Job Title: Big Data Architect About Skyhigh Security Skyhigh Security is a dynamic, fast-paced, cloud company that is a leader in the security industry. Our mission is to protect the worlds data, and because of this, we live and breathe security. We value learning at our core, underpinned by openness and transparency. Since 2011, organizations have trusted us to provide them with a complete, market-leading security platform built on a modern cloud stack. Our industry-leading suite of products radically simplifies data security through easy-to-use, cloud-based, Zero Trust solutions that are managed in a single dashboard, powered by hundreds of employees across the world. With offices in Santa Clara, Aylesbury, Paderborn, Bengaluru, Sydney, Tokyo and more, our employees are the heart and soul of our company. Skyhigh Security Is more than a company; here, when you invest your career with us, we commit to investing in you. We embrace a hybrid work model, creating the flexibility and freedom you need from your work environment to reach your potential. From our employee recognition program, to our Blast Talks' learning series, and team celebrations (we love to have fun!), we strive to be an interactive and engaging place where you can be your authentic self. We are on these too! Follow us on and Twitter . Role Overview: The Big Data Architect will be responsible for the design, implementation, and management of the organizations big data infrastructure. The ideal candidate will have a strong technical background in big data technologies, excellent problem-solving skills, and the ability to work in a fast-paced environment. The role requires a deep understanding of data architecture, data modeling, and data integration techniques. About the Role: Design and implement scalable and efficient big data architecture solutions to meet business requirements. Develop and maintain data pipelines, ensuring the availability and quality of data. Collaborate with data scientists, data engineers, and other stakeholders to understand data needs and provide technical solutions. Lead the evaluation and selection of big data tools and technologies. Ensure data security and privacy compliance. Optimize and tune big data systems for performance and cost-efficiency. Document data architecture, data flows, and processes. Stay up-to-date with the latest industry trends and best practices in big data technologies. About You: Bachelors or Masters degree in Computer Science, Information Technology, or a related field. over all 10+ years exp with 5+ years of experience in big data architecture and engineering. Proficiency in big data technologies such as Hadoop mapredue, Spark batch and streaming, Kafka, HBase, Scala, Elastic Search and others. Experience with AWS cloud platform. Strong knowledge of data modeling, ETL processes, and data warehousing. Proficiency in programming languages such as Java, Scala, Spark Familiarity with data visualization tools and techniques. Excellent communication and collaboration skills. Strong problem-solving abilities and attention to detail. Company Benefits and Perks: We work hard to embrace diversity and inclusion and encourage everyone to bring their authentic selves to work every day. We offer a variety of social programs, flexible work hours and family-friendly benefits to all of our employees. Retirement Plans Medical, Dental and Vision Coverage Paid Time Off Paid Parental Leave Support for Community Involvement We're serious about our commitment to diversity which is why we prohibit discrimination based on race, color, religion, gender, national origin, age, disability, veteran status, marital status, pregnancy, gender expression or identity, sexual orientation or any other legally protected status.

locationsIndia, Bangalore time typeFull time posted onPosted 3 Days Ago job requisition idJR0035427 Job Title: Lead DevOps Engineer About Skyhigh Security Skyhigh Security is a dynamic, fast-paced, cloud company that is a leader in the security industry. Our mission is to protect the worlds data, and because of this, we live and breathe security. We value learning at our core, underpinned by openness and transparency. Since 2011, organizations have trusted us to provide them with a complete, market-leading security platform built on a modern cloud stack. Our industry-leading suite of products radically simplifies data security through easy-to-use, cloud-based, Zero Trust solutions that are managed in a single dashboard, powered by hundreds of employees across the world. With offices in Santa Clara, Aylesbury, Paderborn, Bengaluru, Sydney, Tokyo and more, our employees are the heart and soul of our company. Skyhigh Security Is more than a company; here, when you invest your career with us, we commit to investing in you. We embrace a hybrid work model, creating the flexibility and freedom you need from your work environment to reach your potential. From our employee recognition program, to our Blast Talks' learning series, and team celebrations (we love to have fun!), we strive to be an interactive and engaging place where you can be your authentic self. We are on these too! Follow us on and Twitter . Role Overview: We are hiring for DevOps Engineer who will improve and maintain software development, test and live infrastructure and services. About the Role You will work closely with the development teams, follow DevOps practices, automate infrastructure activities, documents standards and procedures. Drawing on your creative nature, you will drive the existing automation frameworks forward to benefit automation across multiple products, and may be asked to create new frameworks depending on need. Provide visibility on application health by defining dashboards, metric/log aggregation mechanisms. Coding using Python and AWS cloud formation - Mandatory Ability to learn to use new tools, and quickly become a subject matter expert. Improving site performance, monitoring and overall stability of our infrastructure. Evaluate new technologies and provide proof-of-concept Additional duties as assigned About you Strong knowledge of Linux systems administration and architecture. Experience with configuring, managing and supporting virtualized environments. Experience with continuous integration and deployment automation tools such as Jenkins, Salt, Puppet, Chef, Ansible. Experience with SQL (MySQL) and NoSQL databases (Redis). Experience with Kafka, Rabbitmq, Elastic Search Experience with Hadoop, HBase, Zookeeper, Oozie - Not mandatory. Extensive scripting experience with any of Python Experience supporting, analyzing and troubleshooting large-scale distributed mission critical systems. Systematic problem solving approach and strong sense of ownership to drive problems to resolution. Company Benefits and Perks: We believe that the best solutions are developed by teams who embrace each other's unique experiences, skills, and abilities. We work hard to create a dynamic workforce where we encourage everyone to bring their authentic selves to work every day. We offer a variety of social programs, flexible work hours and family-friendly benefits to all of our employees. Retirement Plans Medical, Dental and Vision Coverage Paid Time Off Paid Parental Leave Support for Community Involvement We're serious ab out our commitment to a workplace where everyone can thrive and contribute to our industry-leading products and customer support, which is why we prohibit discrimination and harassment based on race, color, religion, gender, national origin, age, disability, veteran status, marital status, pregnancy, gender expression or identity, sexual orientation or any other legally protected status.

We are an equal opportunity employer,anddo not discriminatebased onan individual's race, national origin, color, gender, gender identity, gender expression, sexual orientation, religion, age, disability, maritalstatus,or any other protected characteristic under applicable law, whether actual or perceived. We embraceall candidatesthatwillcontribute to the diversification and enrichment of ideas andperspectives atAHEAD. AHEAD is searching for a Windows Engineer to be a part of our Managed Services team.Candidates are eager to learn, customer focused, an effective communicator, self-initiating and can perform most tasks without direct oversight. Duties and Responsibilities: Daily administration and support of core infrastructure systems Identify, analyze, and resolve problems on a variety of Operating Systems Windows Perform root cause analysis for issues / provide workarounds to ensure business continuity Create and document application & infrastructure requirements by working with those involved in the development of IT enhancements and changes, including Business Systems staff, developers, business stakeholders, and outside consultants as needed Ensure that client's infrastructure is healthy, stable, documented, and configured with accepted technical best practices Ensure business continuity and security across all systems supporting the company IT operations Qualifications/ Technology Experience: Minimum of 7 years of related experience in supporting Windows in an enterprise environment Experience in Active Directory (Group Policy , AD Replication Troubleshooting , DFSR , Kerberos Authentication , Advanced Troubleshooting Skills Windows Server Administration - (DNS , DHCP , Windows Server related advanced troubleshooting , Patching related troubleshooting ) Microsoft OS or other related training and certification required (MCSA, MCSE) Strong knowledge on Azure Infrastructure Entra ID Knowledge Experience in PowerShell and the ability to create and utilize scripts preferred Strong SCCM knowledge is required Managed Services or Consulting experience is a plus ITILv4 certification encouraged Qualifications: Soft Skills Technical troubleshooting and problem-solving capabilities. Approach projects and problems with a security first mindset. Superior customer service and training skills, Strong sense of urgency, ability to set priorities Ability to work without direct supervision. Organized and able to shift tasks as priorities evolve. Team-oriented collaborator willing to share knowledge and experience. Solid communicator with the ability to provide professional documentation. Excellent written and verbal interpersonal skills and ability to build and maintain collaborative and positive working relationships at all levels Skilled in achieving results in a customer centric environment Self-motivated, able to work in a fast-paced environment and perform the job with little guidance Experience with performance monitoring tools LogicMonitor, SolarWinds, Elastic, etc. Ability to effectively interact with all levels of business via phone, written communication, and in person

Strong Problem solving, coding skills, JavaScript/Typescript, GraphQL, OOJS, React.JS, design, architecture. Expert level JavaScript (ES6), HTML, CSS, nextJS and nodejs. Thorough understanding of React.js and its core principles Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise Strong computer science fundamentalsdata structures, algorithms, design patterns. Hands-on experience in deployment and designing release strategy for enterprise application Strong proficiency in JavaScript and the JavaScript object model Proficient in unit testing using Mocha/Jest/jasmine, writing mocks and automated functional tests using Selenium and testCafe etc Preferred technical and professional experience Strong hands-on development skills to prototype technical solutions. Participating in code reviews, design reviews, architecture discussions. Have a deep understanding of web-related concepts such as browser compatibility, accessibility, performance, testing, UI testing, DNS, traffic management, load balancing

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 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 Excellent analytical and problem-solving skills with a keen attention to detail Preferred technical and professional experience Strong verbal and written communication skills, with the ability to explain complex concepts to non-technical stakeholders 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