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5.0 - 9.0 years

18 - 20 Lacs

Bengaluru

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We help the world run better At SAP, we enable you to bring out your best. Our company culture is focused on collaboration and a shared passion to help the world run better. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from. AI Developer -Product, Data & Technology - Tools India What youll do As an AI Developer, you will play a key role in building innovative AI-powered applications to solve complex business challenges. Your responsibilities will include: Developing AI-powered applications leveraging Large Language Models (LLMs), AI agents, Model Context Protocol (MCP), Agent-to-Agent (A2A) protocol. Development, testing, performance, security and user experience of AI applications from prototyping to production. Collaborating with cross-functional teams to integrate AI capabilities into existing applications and workflows. What you bring Bachelor s or Masters degree in Computer Science, Artificial Intelligence, or a related field. 6+ years of IT experience. Must have skills Excellent programming skills in Python Experience with developing AI-powered applications Large Language Models (e.g., OpenAI, Hugging Face, LangChain, LLaMA) Agentic AI concepts and protocols (Model Context Protocol, Agent-to-Agent protocol) Nice to have skills Machine Learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn) Lifecycle management for AI models (training, validation, deployment, and monitoring) DevOps / AIOps practices Meet your team Product, Data & Technology - Tools India is responsible for defining, designing & developing applications that support product development at SAP. We are the team responsible for several innovative applications including: Hyperspace (SAP s official internal development platform) SAP Jira (SAP s official backlog management tool with over 100,000 end-users) Lucid Capacity (simplified capacity management for development) SAP Transformation Navigator (provides guidance to SAP customers on charting their path to an intelligent enterprise. Winner of the 2017 Hasso Plattner Award) AI Pair Programming with GitHub Copilot We aim for excellence in our work and prioritize developing strong professional relationships and having fun at work. With teams in Walldorf, Palo Alto, Sofia, Paris and Bangalore, we offer an open, collaborative and international environment for continuous learning and career development! Bring out your best SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best. We win with inclusion SAP s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone - regardless of background - feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better and more equitable world. SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy . Specific conditions may apply for roles in Vocational Training. EOE AA M/F/Vet/Disability: Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability. Successful candidates might be required to undergo a background verification with an external vendor. Requisition ID: 423243 | Work Area: Software-Design and Development | Expected Travel: 0 - 10% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid. Requisition ID: 423243 Posted Date: Jun 21, 2025 Work Area: Software-Design and Development Career Status: Professional Employment Type: Regular Full Time Expected Travel: 0 - 10%

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0.0 years

0 Lacs

Bengaluru

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Neuralzome Cybernetics is looking for Robotics Control Intern to join our dynamic team and embark on a rewarding career journey Support design of control algorithms for robotic systems Implement and test motion planning modules Use tools like ROS and Python/C++ Document outcomes and research findings

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5.0 - 11.0 years

20 - 25 Lacs

Hyderabad

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Req ID: 316574 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a DevOps - Digital Solution Cnslt. Lead Consultant to join our team in Hyderabad, Telangana (IN-TG), India (IN). DevOps Engineer (JD) Roles & Responsibilities 1. Primary point responsible for the overall health, performance, and capacity of one or more of our Internet-facing services. 2. Provide guidance and mentorship to engineers in your and other teams. 3. Challenge the team to high standards of technical excellence - strive for ever better automation and engineering tooling. 4. Build standard engineering practises of auto-scale, CI/CD, release engineering, HA in all engineering components. 5. Co-ordinate with external data centers and AWS in the event of provisioning, outages or maintenance. 6. Acquainted with Rails and deployment tools like Capistrano. 7. Jenkins experience will be an added advantage 8. Assist in the roll out and deployment of new product features and installations, to facilitate rapid iteration and constant growth. 9. Be aware of current CVEs, potential attack vectors, and vulnerabilities, and apply patches as soon as possible. 10. Handle incident responses, troubleshooting and fixes for various products/services. 11. Work closely with development teams to ensure that platforms are designed with scale, operability, and performance in mind. 12. Participate in a 24x7 rotation for production issue escalations. 13. Evaluate and learn new technologies.

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3.0 - 8.0 years

20 - 25 Lacs

Bengaluru

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Req ID: 328508 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Business Value Architect Strategic Advisor to join our team in Bangalore, Karn taka (IN-KA), India (IN). Business Value Architect Strategic Advisor

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5.0 - 10.0 years

20 - 25 Lacs

Bengaluru

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Req ID: 326476 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Sr. Angular Developer (Remote) to join our team in Bangalore, Karn taka (IN-KA), India (IN). Senior Angular Developer (Remote) Who we are: NTT DATA America s strives to hire exceptional, innovative, and passionate individuals who want to grow with us. Launch by NTT DATA is the culmination of the company s strategy to acquire and integrate the skills, experience, and technology of leading digital companies, backed by NTT DATA s core capabilities, global reach, and depth. How You ll Help Us: As a Full-Stack Frontend-Angular Engineer, you ll work on one of our teams building modern web apps using the latest frameworks and web technology. Our front-end engineers are experts on the web platform, web APIs, and front-end frameworks. You ll be helping ship high-impact software for our clients by staying on the cutting edge of what the Web is capable of. How We Will Help You: Joining our Full-Stack and Web Platform engineering practice is not only a job, but a chance to grow your career. Youll be surrounded by top-notch engineers, great mentors, and have plenty of interesting challenges. Our engineering leadership team will support you as you continue to increase your impact across your projects. Through on-the-ground delivery of software, training, and supportive mentorship, we will help you grow your skills so you can continue to deliver increasingly valuable work. Once You Are Here, You Will: Expertly write code, create unit tests, assist with testing, assist with debugging, and assist with documentation Participate in scrum ceremonies, and coordinate with your team Mentor senior developers. Lead establishment of team best practices Lead technical strategy Technical point of contact for the engineering team Client communication Managing a team of 2-3 developers Developing talent on your team Basic Qualifications: 5+ years of experience working in web technologies 4+ years of experience working with Angular 4+ years delivering quality front-end code without oversight 4+ years querying SQL and NoSQL Databases Ability to set up infrastructure, with help, in a cloud environment 1+ years of experience leading a team of at least 2 developers Preferred Skills: Comfortable consuming REST or GraphQL APIs Detailed knowledge of git Comfortable working in scrum teams Strong verbal communication skills Ideal Mindset: Lifelong Learner. You are always seeking to improve your technical and nontechnical skills. Team Player. You are someone who wants to see everyone on the team succeed and is willing to go the extra mile to help a teammate in need. Communicator. You know how to communicate your design ideas to both technical and nontechnical stakeholders, prioritizing critical information and leaving out extraneous details. Please note Shift Timing Requirement: 1:30pm IST -10:30 pm IST

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5.0 - 10.0 years

20 - 25 Lacs

Hyderabad

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Req ID: 330108 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a SAP Data Migration Lead to join our team in Hyderabad, Telangana (IN-TG), India (IN). Responsibilities : Our Data Conversion Consultant - S4/HANA modules Duties include but may not be limited to: Support for S/4 HANA implementation, deployment projects by performing the analysis, design and implementation of data migration processes from SAP ECC and other systems to S/4 HANA Compile and confirm Data Object Inventory. Work closely with Functional Team and Business for data mapping, transformation and validation rules for migrating objects from legacy systems to SAP. Provide guidance to Business in data harmonization and data cleansing. Years of Experience Typically requires 5+ years relevant functional data conversion experience Data migration cockpit knowledge/experience preferred, but not required Experience performing field mapping and value mapping from legacy systems to SAP Functional experience in different SAP modules Good functional knowledge of Master & Transaction Data and its related SAP Tables and Transaction Codes Education and Certifications Undergraduate degree or equivalent combination of education and work experience. Skills Solid knowledge of data migration into SAP Solid knowledge of processes and data Solid analytical / problem solving skills. Ability to evaluate IT and business challenges from a broad perspective. Strong influencing and excellent communication skills. Ability to translate between non-technical business users and technical IT resources. Strong client service attitude. Strong organizational and time management skills. Flexibility to work in shifts to support our global clients Language English Fluency is preferred but not mandatory

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10.0 - 15.0 years

20 - 25 Lacs

Bengaluru

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Req ID: 328782 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Technical Security Architect - Confluent Cloud / AWS Data Platform to join our team in Bangalore, Karn taka (IN-KA), India (IN). Technical Security Architect - Confluent Cloud / AWS Data Platform Job Overview A Technical Security Architect to support the security design, governance, and assurance activities for a Confluent Cloud and AWS-hosted data platform project. This role requires a strong foundation in cloud security architecture, experience with Kafka/Confluent platforms, and the ability to influence design decisions across infrastructure, data, and application layers. The ideal candidate will also bring strong project coordination skills and familiarity with Governance, Risk, and Compliance (GRC) frameworks. Key Responsibilities Security Architecture & Design Define and document secure architecture patterns and guardrails for Confluent Cloud, Kafka pipelines, and associated AWS infrastructure. Collaborate with platform engineers, data architects, and application teams to ensure security is embedded in solution design and deployment. Lead threat modelling and risk assessments for key components and integrations. Documentation & Technical Reviews Review and write high-quality technical design and security documentation, including HLDs, LLDs, and data flow diagrams. Ensure designs adhere to internal security policies, industry best practices, and compliance requirements. GRC & Compliance Map security control requirements to organizational policies and regulatory frameworks.. Contribute to the development of platform-specific security controls and operational playbooks. Project Management Support Act as a key security stakeholder supporting the delivery of the Data platform project. Track security deliverables, identify risks and blockers, and communicate effectively with project managers and stakeholders. Provide oversight of security backlog and remediation activities. Skills & Experience Mandatory: Overall 10+ years of experience in cloud technologies of which 5+ years into security architect role. Proven experience as a Security Architect on cloud-native platforms (preferably AWS). Experience with AWS security services (e.g. IAM, KMS, VPC, GuardDuty, Security Hub). Strong understanding of security principles across identity, network, data, and application layers. Knowledge of Confluent Cloud, Apache Kafka, and secure data streaming practices. Ability to write and review technical documentation clearly and concisely. Experience working with cross-functional DevOps, data and infrastructure teams. Desirable: Experience in Agile project environments and tools (e.g. Jira, Confluence). Previous involvement in enterprise data platform or streaming data projects.

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2.0 - 7.0 years

20 - 25 Lacs

Bengaluru

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Req ID: 323701 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Gen AI Lead Engineer to join our team in Bangalore, Karn taka (IN-KA), India (IN). Job Duties: Exercise expertise in ideating and developing AI/ML applications on prediction, recommendation, text analytics, computer vision, bots, and content intelligence. Apply statistical skills and advanced statistical techniques and concepts. Demonstrate deep knowledge of ML frameworks such as TensorFlow, PyTorch, Keras, Spacy, and scikit-learn. Leverage advanced knowledge of Python open-source software stack such as Django or Flask, Django Rest or FastAPI, etc. Deep knowledge in statistics and Machine Learning models, deep learning models, NLP, Generative Adversarial Networks (GAN), and other generative models. Experience working with RAG technologies and LLM frameworks, LLM model registries (Hugging Face), LLM APIs, embedding models, and vector databases Employ technical knowledge and hands-on experience with Azure OpenAI, Google Vertex Gen AI, and AWS LLM foundational models, BERT, Transformers, PaLM, Bard, etc. Display proficiency in programming languages such as Python and understanding of various Python packages. Experience with TensorFlow, PyTorch, or Keras. Develop and implement GenAI solutions, collaborating with cross-functional teams, and supporting the successful execution of AI projects for a diverse range of clients. Assist in the design and implementation of GenAI use cases, projects, and POCs across multiple industries. Work on RAG models and Agents Frameworks to enhance GenAI solutions by incorporating relevant information retrieval mechanisms and frameworks Create and maintain data infrastructure to ingest, normalize, and combine datasets for actionable insights. Work closely with customers to understand their requirements and deliver customized AI solutions. Interact at appropriate levels to ensure client satisfaction and project success. Communicate complex technical concepts clearly to non-technical audiences. Conduct training sessions to enhance overall data science skills within the organization Build solutions for Private AI and Smart Agentic Solutions Minimum Skills Required: 2+ years of experience architecting high-impact GenAI solutions for diverse clients, preferably in Private AI and Smart Agentic Solutions 8+ year(s) of experience participating in projects that focused on one or more of the following areas: o Predictive Analytics o Data Design o Generative AI o AI/ML o ML Ops 3+ years of experience using Python. Ability to travel at least 25%. Bachelor s Degree required.

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18.0 - 23.0 years

20 - 25 Lacs

Pune

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Req ID: 317103 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Digital Consultant - Innovation Group to join our team in Pune, Mah r shtra (IN-MH), India (IN). Job Duties: We are seeking a highly skilled and experienced Digital Consultant to join our Innovation Group. The ideal candidate will have a strong background in Big Data, Cloud, and AI/ML projects, with a focus on the health insurance or retail domains or manufacturing domains. This role involves engaging with clients for architecture and design, building accelerators for cloud migration, and developing innovative solutions using GenAI technologies. Key Responsibilities: Engage with clients to understand their requirements and provide architectural and design solutions. Develop and implement accelerators to facilitate faster cloud migration. Create innovative use cases or solutions to solve day to day data engineering problems using AI and GenAI tools. Develop reference architectures for various use cases using modern cloud data platforms. Understanding of Legacy toolsets, be it ETL, reporting etc is needed. Create migration suites for cataloging, migrating, and verifying data from legacy systems to modern platforms like Databricks and Snowflake. Minimum Skills Required: Qualifications: Education: B.E. in Electronics & Telecommunication or related field. Experience: 18+ years in IT, with significant experience in Big Data, Cloud, and AI/ML projects. Technical Skills: Proficiency in Databricks, Snowflake, AWS, GenAI (RAG and GANs), Python, C/C++/C#, Hadoop, ETL, UNIX, SQL/Oracle, Ab-Initio. Certifications: Databricks/Snowflake Architect certification. Industry Expertise: Health Insurance Retail. Manufacturing Key Highlights: Proven track record of developing GenAI-based applications and accelerators. Experience in creating migration suites for data transfer to Snowflake/Databricks. Designed and developed a Data Delivery Engine, significantly improving execution time. Strong analytical abilities, communication skills, and experience in delivering business value through diverse technology stacks. Soft Skills: Excellent communication and interpersonal skills. Strong analytical and problem-solving abilities. Ability to manage budgets, partners, staffing, and people development. Passionate about new technologies and achieving excellence.

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10.0 - 15.0 years

20 - 25 Lacs

Hyderabad

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Req ID: 329001 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Data Migration Technical Lead to join our team in Hyderabad, Telangana (IN-TG), India (IN). Pre-implementation evaluation of data risks, working closely with implementation teams on analysis of source systems data Ensure audit trail is in place for data migration and migrated data is traceable back to the cleanup / data enrichment activities and a clear line of sight to the source legacy systems Creation of data migration blueprints (migration concepts, transformation rules, mappings, selection criteria) Work closely with SAP S4 HANA implementation teams to ensure blueprint is effectively understood and translated into data migration requirements / data concept documents Coordination of all data migration steps (extract, transform & load) as well as Defect Management and Issue Resolution Monitor progress and quality of data migration, RAIDD log, and regular status reporting Job Requirements 10+ years of experience in large Data Migration efforts, SAP Data Migration, ETL and LTMC experience, and 2 years in S/4 HANA Data Migration preferred 3 - 4 full cycle data migration experience Extensive experience in ETL using SAP BODS and SAP IS with respect to SAP Master / Transaction Data Objects in SAP FICO, SAP SD, SAP MM/WM, SAP Plant Maintenance, SAP Quality Management etc. is desirable Must lead and drive cross-functional teams to understand to be landscape/processes, develop requirements, map data, and document conversion rules between source systems and S/4 HANA Strong solutioning skills required to design and implement technical solution and a data solution while mitigating risk Programming and software development experience in SAP BODS/IS or other ETL and Data Profiling tools is required to coordinate the activities of coding personnel. Specific Programming and software development experience in SAP BODS/IS will be preferred Prior customer-facing roles to ensure client management is preferred Knowledge of Pharmaceutical and Healthcare verticals is preferred Motivated self-starter with exceptional team building, leadership, and interpersonal skills Candidate possesses excellent communication and organization skills with the ability of adapting to new environments quickly Candidate has familiarity with onsite-offshore models and has led a team of offshore and onsite developers A team player with the aptitude to work in time sensitive environments making him an effective member of any data migration team Must be proficient in Project Planning, Technical Solution Design and Solution delivery Must be proficient in the use of Microsoft office suite software including Excel, Word, and PowerPoint

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10.0 - 15.0 years

20 - 25 Lacs

Bengaluru

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Req ID: 323777 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Data Architect Sr. Advisor to join our team in Bangalore, Karn taka (IN-KA), India (IN). "Job Duties: The Data & AI Architect is a seasoned level expert who is responsible for participating in the delivery of multi-technology consulting services to clients by providing strategies and solutions on all aspects of infrastructure and related technology components. This role collaborates with other stakeholders on the development of the architectural approach for one or more layer of a solution. This role has the primary objective is to work on strategic projects that ensure the optimal functioning of the client s technology infrastructure. Key Responsibilities: Ability and experience to have conversations with the CEO, Business owners and CTO/CDO Break down intricate business challenges, devise effective solutions, and focus on client needs. Craft high level innovative solution approach for complex business problems Utilize best practices and creativity to address challenges Leverage market research, formulate perspectives, and communicate insights to clients Establish strong client relationships Interact at appropriate levels to ensure client satisfaction Knowledge and Attributes: Ability to focus on detail with an understanding of how it impacts the business strategically. Excellent client service orientation. Ability to work in high-pressure situations. Ability to establish and manage processes and practices through collaboration and the understanding of business. Ability to create new and repeat business for the organization. Ability to contribute information on relevant vertical markets Ability to contribute to the improvement of internal effectiveness by contributing to the improvement of current methodologies, processes and tools. Minimum Skills Required: Academic Qualifications and Certifications: BE/BTech or equivalent in Information Technology and/or Business Management or a related field. Scaled Agile certification desirable. Relevant consulting and technical certifications preferred, for example TOGAF. Required Experience: 12-15 years Seasoned demonstrable experience in a similar role within a large scale (preferably multi- national) technology services environment. Very good understanding of Data, AI, Gen AI and Agentic AI Must have Data Architecture and Solutioning experience. Capable of E2E Data Architecture and GenAI Solution design. Must be able to work on Data & AI RFP responses as Solution Architect 10+ years of experience in Solution Architecting of Data & Analytics, AI/ML & Gen AI Technical Architect Develop Cloud-native technical approach and proposal plans identifying the best practice solutions meeting the requirements for a successful proposal. Create, edit, and review documents, diagrams, and other artifacts in response to RPPs RFQs and Contribute to and participate in presentations to customers regarding proposed solutions. Proficient with Snowflake, Databricks, Azure, AWS, GCP cloud, Data Engineering & AI tools Experience with large scale consulting and program execution engagements in AI and data Seasoned multi-technology infrastructure design experience. Seasoned demonstrable level of expertise coupled with consulting and client engagement experience, demonstrating good experience in client needs assessment and change management. Additional Job Description Additional Job Description Additional Career Level Description: Knowledge and application: Seasoned, experienced professional; has complete knowledge and understanding of area of specialization. Uses evaluation, judgment, and interpretation to select right course of action. Problem solving: Works on problems of diverse scope where analysis of information requires evaluation of identifiable factors. Resolves and assesses a wide range of issues in creative ways and suggests variations in approach. Interaction: Enhances relationships and networks with senior internal/external partners who are not familiar with the subject matter often requiring persuasion. Works"

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3.0 - 6.0 years

12 - 16 Lacs

Pune

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For more than 40 years, Accelya has been the industry s partner for change, simplifying airline financial and commercial processes and empowering the air transport community to take better control of the future. Whether partnering with IATA on industry-wide initiatives or enabling digital transformation to simplify airline processes, Accelya drives the airline industry forward and proudly puts control back in the hands of airlines so they can move further, faster. Job Summary: The Senior Specialist - Software Development (Artificial Intelligence) leads the design, development, and implementation of AI and machine learning solutions that address complex business challenges. This role requires expertise in AI algorithms, model development, and software engineering best practices. The individual will work closely with cross-functional teams to deliver intelligent systems that enhance business operations and decision-making. Key Responsibilities: AI Solution Design & Development: o Lead the development of AI-driven applications and platforms using machine learning, deep learning, and NLP techniques. o Design, train, and optimize machine learning models using frameworks such as TensorFlow, PyTorch, Keras, or Scikit-learn. o Implement advanced algorithms for supervised and unsupervised learning, reinforcement learning, and computer vision. Software Development & Integration: o Develop scalable AI models and integrate them into software applications using languages such as Python, R, or Java. o Build APIs and microservices to enable the deployment of AI models in cloud environments or on-premise systems. o Ensure that AI models are integrated with back-end systems, databases, and other business applications. Data Management & Preprocessing: o Collaborate with data scientists and data engineers to gather, preprocess, and analyze large datasets. o Develop data pipelines to ensure the continuous availability of clean, structured data for model training and evaluation. o Implement feature engineering techniques to enhance the accuracy and performance of machine learning models. AI Model Evaluation & Optimization: o Regularly evaluate AI models using performance metrics (e.g., precision, recall, F1 score) and fine-tune them to improve accuracy. o Perform hyperparameter tuning and cross-validation to ensure robust model performance. o Implement methods for model explainability and transparency (e.g., LIME, SHAP) to ensure trustworthiness in AI decisions. AI Strategy & Leadership: o Collaborate with business stakeholders to identify opportunities for AI adoption and develop project roadmaps. o Provide technical leadership and mentorship to junior AI developers and data scientists, ensuring adherence to best practices in AI development. o Stay current with AI trends and research, introducing innovative techniques and tools to the team. Security & Ethical Considerations: o Ensure AI models comply with ethical guidelines, including fairness, accountability, and transparency. o Implement security measures to protect sensitive data and AI models from vulnerabilities and attacks. o Monitor the performance of AI systems in production, ensuring they operate within ethical and legal boundaries. Collaboration & Cross-Functional Support: o Collaborate with DevOps teams to ensure AI models are deployed efficiently in production environments. o Work closely with product managers, business analysts, and stakeholders to understand requirements and align AI solutions with business needs. o Participate in Agile ceremonies, including sprint planning and retrospectives, to ensure timely delivery of AI projects. Continuous Improvement & Research: o Conduct research and stay updated with the latest developments in AI and machine learning technologies. o Evaluate new tools, libraries, and methodologies to improve the efficiency and accuracy of AI model development. o Drive continuous improvement initiatives to enhance the scalability and robustness of AI systems. Required Skills & Qualifications: Bachelor s degree in Computer Science, Data Science, Artificial Intelligence, or related field. 5+ years of experience in software development with a strong focus on AI and machine learning. Expertise in AI frameworks and libraries (e.g., TensorFlow, PyTorch, Keras, Scikit-learn). Proficiency in programming languages such as Python, R, or Java, and familiarity with AI-related tools (e.g., Jupyter Notebooks, MLflow). Strong knowledge of data science and machine learning algorithms, including regression, classification, clustering, and deep learning models. Experience with cloud platforms (e.g., AWS, Google Cloud, Azure) for deploying AI models and managing data pipelines. Strong understanding of data structures, databases, and large-scale data processing technologies (e.g., Hadoop, Spark). Familiarity with Agile development methodologies and version control systems (Git). Preferred Qualifications: Master s or PhD in Artificial Intelligence, Machine Learning, or related field. Experience with natural language processing (NLP) techniques (e.g., BERT, GPT, LSTM, Transformer models). Knowledge of computer vision technologies (e.g., CNNs, OpenCV). Familiarity with edge computing and deploying AI models on IoT devices. Certification in AI/ML or cloud platforms (e.g., AWS Certified Machine Learning, Google Professional Data Engineer). What does the future of the air transport industry look like to you? Whether you re an industry veteran or someone with experience from other industries, we want to make your ambitions a reality!

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5.0 - 10.0 years

2 Lacs

Gurugram

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Description & Requirements Introduction: A Career at HARMAN Lifestyle We re a global, multi-disciplinary team that s putting the innovative power of technology to work and transforming tomorrow. As a member of HARMAN Lifestyle, you connect consumers with the power of superior sound. Contribute your talents to high-end, esteemed brands like JBL, Mark Levinson and Revel Unite your passion for audio innovation with high-tech product development Create pitch-perfect, cutting-edge technology that elevates the listening experience What You Will Do To perform in-depth analysis of data and machine learning models to identify insights and areas of improvement. Develop and implement models using both classical machine learning techniques and modern deep learning approaches. Deploy machine learning models into production, ensuring robust MLOps practices including CI/CD pipelines, model monitoring, and drift detection. Conduct fine-tuning and integrate Large Language Models (LLMs) to meet specific business or product requirements. Optimize models for performance and latency, including the implementation of caching strategies where appropriate. Collaborate cross-functionally with data scientists, engineers, and product teams to deliver end-to-end ML solutions. What You Need to Be Successful Utilized various statistical techniques to derive important insights and trends. Proven experience in machine learning model development and analysis using classical and neural networks based approaches. Strong understanding of LLM architecture, usage, and fine-tuning techniques. Solid understanding of statistics, data preprocessing, and feature engineering. Proficient in Python and popular ML libraries (scikit-learn, PyTorch, TensorFlow, etc.). Strong debugging and optimization skills for both training and inference pipelines. Familiarity with data formats and processing tools (Pandas, Spark, Dask). Experience working with transformer-based models (e.g., BERT, GPT) and Hugging Face ecosystem. Bonus Points if You Have Experience with MLOps tools (e.g., MLflow, Kubeflow, SageMaker, or similar). Experience with monitoring tools (Prometheus, Grafana, or custom solutions for ML metrics). Familiarity with cloud platforms (Sagemaker, AWS, GCP, Azure) and containerization (Docker, Kubernetes). Hands-on experience with MLOps practices and tools for deployment, monitoring, and drift detection. Exposure to distributed training and model parallelism techniques. Prior experience in AB testing ML models in production. What Makes You Eligible Bachelor s or master s degree in computer science, Artificial Intelligence, or a related field. 5-10 years relevant and Proven experience in developing and deploying generative AI models and agents in a professional setting. What We Offer Flexible work environment, allowing for full-time remote work globally for positions that can be performed outside a HARMAN or customer location Access to employee discounts on world-class Harman and Samsung products (JBL, HARMAN Kardon, AKG, etc.) Extensive training opportunities through our own HARMAN University Competitive wellness benefits Tuition reimbursement Be Brilliant employee recognition and rewards program An inclusive and diverse work environment that fosters and encourages professional and personal development You Belong Here HARMAN is committed to making every employee feel welcomed, valued, and empowered. No matter what role you play, we encourage you to share your ideas, voice your distinct perspective, and bring your whole self with you - all within a support-minded culture that celebrates what makes each of us unique. We also recognize that learning is a lifelong pursuit and want you to flourish. We proudly offer added opportunities for training, development, and continuing education, further empowering you to live the career you want. About HARMAN: Where Innovation Unleashes Next-Level Technology Ever since the 1920s, we ve been amplifying the sense of sound. Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected. Across automotive, lifestyle, and digital transformation solutions, we create innovative technologies that turn ordinary moments into extraordinary experiences. Our renowned automotive and lifestyle solutions can be found everywhere, from the music we play in our cars and homes to venues that feature today s most sought-after performers, while our digital transformation solutions serve humanity by addressing the world s ever-evolving needs and demands. Marketing our award-winning portfolio under 16 iconic brands, such as JBL, Mark Levinson, and Revel, we set ourselves apart by exceeding the highest engineering and design standards for our customers, our partners and each other. If you re ready to innovate and do work that makes a lasting impact, join our talent community today ! HARMAN is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or Protected Veterans status. HARMAN offers a great work environment, challeng

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5.0 - 10.0 years

15 - 17 Lacs

Bengaluru

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Description & Requirements Introduction: A Career at HARMAN Lifestyle We re a global, multi-disciplinary team that s putting the innovative power of technology to work and transforming tomorrow. As a member of HARMAN Lifestyle, you connect consumers with the power of superior sound. Contribute your talents to high-end, esteemed brands like JBL, Mark Levinson and Revel Unite your passion for audio innovation with high-tech product development Create pitch-perfect, cutting-edge technology that elevates the listening experience What You Will Do To perform in-depth analysis of data and machine learning models to identify insights and areas of improvement. Develop and implement models using both classical machine learning techniques and modern deep learning approaches. Deploy machine learning models into production, ensuring robust MLOps practices including CI/CD pipelines, model monitoring, and drift detection. Conduct fine-tuning and integrate Large Language Models (LLMs) to meet specific business or product requirements. Optimize models for performance and latency, including the implementation of caching strategies where appropriate. Collaborate cross-functionally with data scientists, engineers, and product teams to deliver end-to-end ML solutions. What You Need to Be Successful Utilized various statistical techniques to derive important insights and trends. Proven experience in machine learning model development and analysis using classical and neural networks based approaches. Strong understanding of LLM architecture, usage, and fine-tuning techniques. Solid understanding of statistics, data preprocessing, and feature engineering. Proficient in Python and popular ML libraries (scikit-learn, PyTorch, TensorFlow, etc.). Strong debugging and optimization skills for both training and inference pipelines. Familiarity with data formats and processing tools (Pandas, Spark, Dask). Experience working with transformer-based models (e.g., BERT, GPT) and Hugging Face ecosystem. Bonus Points if You Have Experience with MLOps tools (e.g., MLflow, Kubeflow, SageMaker, or similar). Experience with monitoring tools (Prometheus, Grafana, or custom solutions for ML metrics). Familiarity with cloud platforms (Sagemaker, AWS, GCP, Azure) and containerization (Docker, Kubernetes). Hands-on experience with MLOps practices and tools for deployment, monitoring, and drift detection. Exposure to distributed training and model parallelism techniques. Prior experience in AB testing ML models in production. What Makes You Eligible Bachelor s or master s degree in computer science, Artificial Intelligence, or a related field. 5-10 years relevant and Proven experience in developing and deploying generative AI models and agents in a professional setting. What We Offer Flexible work environment, allowing for full-time remote work globally for positions that can be performed outside a HARMAN or customer location Access to employee discounts on world-class Harman and Samsung products (JBL, HARMAN Kardon, AKG, etc.) Extensive training opportunities through our own HARMAN University Competitive wellness benefits Tuition reimbursement Be Brilliant employee recognition and rewards program An inclusive and diverse work environment that fosters and encourages professional and personal development You Belong Here HARMAN is committed to making every employee feel welcomed, valued, and empowered. No matter what role you play, we encourage you to share your ideas, voice your distinct perspective, and bring your whole self with you - all within a support-minded culture that celebrates what makes each of us unique. We also recognize that learning is a lifelong pursuit and want you to flourish. We proudly offer added opportunities for training, development, and continuing education, further empowering you to live the career you want. About HARMAN: Where Innovation Unleashes Next-Level Technology Ever since the 1920s, we ve been amplifying the sense of sound. Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected. Across automotive, lifestyle, and digital transformation solutions, we create innovative technologies that turn ordinary moments into extraordinary experiences. Our renowned automotive and lifestyle solutions can be found everywhere, from the music we play in our cars and homes to venues that feature today s most sought-after performers, while our digital transformation solutions serve humanity by addressing the world s ever-evolving needs and demands. Marketing our award-winning portfolio under 16 iconic brands, such as JBL, Mark Levinson, and Revel, we set ourselves apart by exceeding the highest engineering and design standards for our customers, our partners and each other. If you re ready to innovate and do work that makes a lasting impact, join our talent community today ! HARMAN is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or Protected Veterans status. HARMAN offers a great work environment, challenging career opportunities, professional training, and competitive compensation. ( www.harman.com )

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4.0 - 8.0 years

12 - 16 Lacs

Chennai

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About Company: Agilysys Technologies is a leading provider of innovative technology solutions, committed to transforming the way businesses operate through our state-of-the-art software and services. Our focus on customer satisfaction, coupled with a drive for excellence, positions us at the forefront of technological advancements in the industry. Job Summary: We are seeking a talented and motivated AI Developer to join our dynamic team. In this role, you will leverage advanced AI technologies, including Azure Open AI, Copilot Studio, Power Automate, Azure ML, and Cognitive Services, to develop and implement intelligent solutions that enhance business processes and drive operational efficiency. If you are passionate about artificial intelligence and have the required skill set, we invite you to apply and help us shape the future of technology at Agilysys Technologies. Key Responsibilities: - Design, develop, and implement AI solutions using Azure Open AI and other relevant tools to meet business requirements. - Collaborate with cross-functional teams to identify opportunities for leveraging AI and automation to improve existing processes. - Utilize Copilot Studio and Power Automate to develop automated workflows that enhance productivity and efficiency. - Employ Azure ML to build, train, and deploy machine learning models that solve complex business problems. - Integrate and utilize Cognitive Services to enhance applications with capabilities such as natural language processing, image recognition, and predictive analytics. - Conduct testing and validation of AI models and applications to ensure accuracy and performance. - Monitor and analyze system performance, making necessary adjustments to optimize solutions and address any issues. - Stay up-to-date with the latest advancements in AI technologies and propose innovative solutions to enhance our offerings. Required Skills : Language: Python/C# Or Python/Java AI Skills: Azure OpenAI ,Copilot Studio ,Power Automate, Azure ML and Cognitive Services - Design and develop AI-powered applications using Microsoft Azure AI, Power Platform - Build, extend, and maintain Power Virtual Agents (via Copilot Studio) for internal and external users. - Integrate Azure OpenAI Service (ChatGPT, GPT-4) with business applications using APIs and Azure Functions. - Build custom connectors, Power Automate flows, and canvas apps as part of intelligent business solutions. - Develop AI models for vision, speech, language, or decision-making using Azure Cognitive Services and Azure Machine Learning. Preferred Qualifications: - Experience in a similar role within the technology industry. - Familiarity with data processing tools and frameworks. - Knowledge of cloud computing principles and practices. azure open AI,power Automate,Azure ML,Cognitive Services

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3.0 - 7.0 years

6 - 10 Lacs

Bengaluru

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Req ID: 323764 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Vantage Mainframe to join our team in Bangalore, Karn taka (IN-KA), India (IN). Vantage policy Admin System SME MF, Cobol, CICS, VSAM, DB2, Easytrieve Good communication skills Life Insurance domain knowledge

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3.0 - 7.0 years

5 - 9 Lacs

Bengaluru

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Req ID: 321505 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Test Analyst to join our team in Bangalore, Karn taka (IN-KA), India (IN). Job Duties: Understand business requirements , develop test cases. Work with tech team and client to validate and finalise test cases.. Use Jira or equivalent test management tool to record test cases, expected results, outcomes, assign defects Run in testing phase - SIT and UAT Test Reporting & Documentation Basic knowledge to use snowflake, SQL, ADF (optional) and Fivetran (optional) Minimum Skills Required: Test Cases development Jira knowledge for record test cases, expected results, outcomes, assign defects) Test Reporting & Documentation Basic knowledge to use snowflake, SQL, ADF (optional) and Fivetran (optional)

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3.0 - 8.0 years

8 - 9 Lacs

Bengaluru

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Req ID: 324455 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Testing Engineering Senior Analyst to join our team in BANGALORE, Karn taka (IN-KA), India (IN). Junior Tester Experience 0-3, 3-5 Preference - Banking domain/Fraud claims prior Experience. Analysis: Thoroughly analyze the requirement update the RITM Execution : Design and execute test cases based on requirements. Defect Tracking: Identify, log and track defects at early stage. Testing : Along with regular testing required to do smoke, sanity, and regression testing. Documentation : Support preparation of test data and facilitate tests documentation as well. Communication: Frequently communicate the progress to Lead, stakeholders etc. as well call out any challenges or any type of blockers. Test Strategy; Involve in test strategy preparation, test plans creation for large and medium complexity requirement across all functional areas. Collaboration: Work closely with other stake holders. Client facing: Establish good relationship with client along with leads. Below are Mandate: 1. Must be ready to work in Global Village, Bangalore 2. Must be ready to work in US Shift (04:30 PM to 02:30 AM IST)

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5.0 - 10.0 years

25 - 30 Lacs

Bengaluru

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Req ID: 328712 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Systems Integration Advisor to join our team in Bengaluru, Karn taka (IN-KA), India (IN). Job Description: Assist server and application migration from Linux RH7 to RH9 including WebLogic and Java (21). Code changes and application testing. Set Up Target RHEL 9 Environment Install Required Software on RHEL 9 Make WebLogic Java changes and transfer configuration Test, deploy, and verify changes Mandatory Skills: - Proficient in Linux command line environment - Java WebLogic Development (specifically Java 21) Linux o Oracle o ITX/WTX, AS2, FTP, XML Desired Skills: - Shell scripting - Ability to troubleshoot using logs - Understanding Java installation and management on Linux

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5.0 - 10.0 years

25 - 30 Lacs

Bengaluru

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Req ID: 324434 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Systems Integration Advisor to join our team in Bengaluru, Karn taka (IN-KA), India (IN). Job Title: API Developer (JAVA | Spring Boot| Rest & GraphQL) About the role: We are looking for a passionate and experienced API Developer to join our backend engineering team. In this role, you will play a critical part in designing and implementing robust APIs and microservices. You will work with cutting-edge tech stack including Spring Boot and Java 8+ (Java17 preferred) GraphQL, Docker and Kubernetes. In this role you ll be responsible for building clean, testable and efficient code, contributing to architecture decisions and supporting full lifecycle development from concept to development. Required Skills: Java 8+ (preferred java 17) Strong backend development experience using Spring Boot, specifically building APIs that integrate with relational databases. Proficient in building and consuming RESTful and GraphQL APIs Experience with Junit, SonarQube and test-driven development Knowledge of Docker and Kubernetes for microservice architecture Experience with Rancher for Kubernetes and Jenkins for CI/CD is preferred Hands-on expertise in PostgreSQL/Oracle, including schema design, indexing, query optimization and migration Familiarity with version control (GIT) Strong problem-solving skills and the ability to work collaboratively in Agile teams. Nice to Have: Experience with Apache Kafka Understanding of API security protocols (OAuth2, JWT, etc.)

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4.0 - 11.0 years

18 - 20 Lacs

Chennai

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Req ID: 328901 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a System Integration Senior Specialist to join our team in Chennai, Tamil N du (IN-TN), India (IN). AWS resource with 1)Problem solving 2)Good communication 3)Production Support Exp is a must 4)Snaplogic or any ETL exposure 5)Knowledge of scripting languages - Powershell, Python, Windows cmd 6)Proficiency in SQL 7)Experiencing with New Relic 8)Willingness to learn IP (if does not know already) 9)Understanding of ITIL 10) Knowledge and experience on any scripting language like NodeJS, Java scripting Work Timing 2.30pm - 12.30am

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5.0 - 10.0 years

7 - 12 Lacs

Bengaluru

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Req ID: 327427 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Systems Integration Advisor to join our team in Bangalore, Karn taka (IN-KA), India (IN). NTT Data Services is Hiring! Positions Overview At NTT DATA, we know that with the right people on board, anything is possible. The quality, integrity, and commitment of our employees are key factors in our company s growth, market presence and our ability to help our clients stay a step ahead of the competition. By hiring, the best people and helping them grow both professionally and personally, we ensure a bright future for NTT DATA and for the people who work here. NTT DATA, Inc. currently seeks an Java API Developer to join our team in Bangalore . Clients business problem to solve? Positions General Duties and Tasks In these roles you will be responsible to: Design, develop, and maintain RESTful and GraphQL APIs using Java (8+) and Spring Boot . Collaborate with cross-functional teams to define, design, and ship new features. Write clean, testable, and efficient code following test-driven development (TDD) practices. Contribute to architectural decisions and participate in code reviews. Optimize database interactions and manage schema design, indexing, and migrations using PostgreSQL or Oracle . Utilize Docker and Kubernetes for containerization and orchestration of microservices. Support CI/CD pipelines using Jenkins and Rancher for Kubernetes management. Ensure code quality and maintainability using tools like JUnit and SonarQube . Work in an Agile environment, collaborating closely with team members and stakeholders. Requirements for this role include: Proficiency in Java 8+ (Java 17 preferred). Strong experience with Spring Boot and backend API development. Hands-on experience with RESTful and GraphQL APIs. Familiarity with JUnit , SonarQube , and TDD methodologies. Experience with Docker , Kubernetes , and microservices architecture. Knowledge of Rancher and Jenkins for CI/CD. Strong database skills in PostgreSQL or Oracle , including performance tuning and schema design. Proficient with Git and version control best practices. Excellent problem-solving skills and ability to work collaboratively in Agile teams. Preferences: - Required schedule availability for this position is Monday-Friday (12:00 PM to 10:00pm IST) . The shift timings can be changed as per client requirements. Additionally, resources may have to do overtime and work on weekend s basis business requirement.

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2.0 - 4.0 years

4 - 5 Lacs

Chennai

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Req ID: 325767 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Tableau Developer to join our team in Chennai, Tamil N du (IN-TN), India (IN). Tableau Developer Exp - 8+ yrs BI Developer responsible for delivering cross-functional reporting, data exploratory analysis via SQL/AWS Redshift, and hands-on development of highly visible visualization projects that create strategic and transformational value for Globe Life s core business organization. The role will interface with data engineering, business stakeholders, and portfolio leaders to modernize our technology platforms and deliver drilldown dashboarding capabilities. Highly experienced with proven acumen data visualization with SQL/scripting expertise, IT data analytics architecture, deployment scale methodologies across multiple cloud technologies and integrations of necessary risk controls. Expertise in data visualization and relevant methodologies Package and present recommendations to the executive leadership team through a combination of reporting and advanced analytics Champion data visualization through development of Tableau Interact with cross functional portfolios to enhance gap capabilities, including the business architecture, processes, sub-capabilities required and target state. Experience of Tableau, SQL, and Data Lake architectures Deep understanding of data SQL, quantitative/statistical hypothesis analysis, and decision analytics, including full life-cycle development

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5.0 - 12.0 years

15 - 16 Lacs

Pune

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Req ID: 316511 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Software Development Specialist to join our team in Pune, Mah r shtra (IN-MH), India (IN). . Net Developer - DOTNET JD .Net Core Asp.Net / MVC Advanced C# skills for building console apps for workflows SQL Server Stored Procs Table and View design Experience with Web API (Microservices in .Net Core a plus)

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5.0 - 9.0 years

11 - 15 Lacs

Bengaluru

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Req ID: 312481 NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Sr. Data Science & AIML, GenAI Lead/Engineer to join our team in Bangalore, Karn taka (IN-KA), India (IN). Job Duties: Job Title: Data Science & AIML, GenAI Lead/Engineer Key Responsibilities: Develop and implement traditional machine learning algorithms. Deploy at least one model in a production environment. Write and maintain Python code for data science and machine learning projects. Minimum Skills Required: Preferred Qualifications: Knowledge of Deep Learning (DL) techniques. Experience working with Generative AI (GenAI) and Large Language Models (LLM). Exposure to Langchain. #GenAINTT

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Exploring Artificial Intelligence Jobs in India

India has seen a rapid growth in the field of artificial intelligence in recent years, with companies across various sectors actively seeking professionals with expertise in AI. Job seekers in India have a plethora of opportunities in this dynamic and evolving field.

Top Hiring Locations in India

  1. Bangalore
  2. Hyderabad
  3. Pune
  4. Mumbai
  5. Delhi

Average Salary Range

The salary range for artificial intelligence professionals in India varies based on experience and skill level. Entry-level positions can expect to earn around INR 6-8 lakhs per annum, while experienced professionals with specialized skills can earn upwards of INR 20 lakhs per annum.

Career Path

Typically, a career in artificial intelligence progresses from roles such as Junior AI Developer or Data Scientist to Senior AI Developer, AI Architect, and eventually AI Team Lead. As professionals gain experience and expertise, they may also move into roles focusing on AI research and innovation.

Related Skills

In addition to expertise in artificial intelligence, professionals in this field are often expected to have knowledge in areas such as machine learning, deep learning, natural language processing, and data analytics. Strong programming skills in languages like Python and R are also valuable.

Interview Questions

  • What is the difference between supervised and unsupervised learning? (basic)
  • Explain the concept of overfitting in machine learning. How can it be prevented? (medium)
  • What is backpropagation in neural networks? (medium)
  • Describe the process of feature selection in machine learning. (medium)
  • What are the different types of neural networks? (basic)
  • How do you handle missing data in a dataset? (basic)
  • Explain the bias-variance tradeoff in machine learning. (medium)
  • What is the role of activation functions in neural networks? (medium)
  • How does gradient descent work in the context of training a machine learning model? (medium)
  • Can you explain the concept of reinforcement learning? (medium)
  • What are the advantages and disadvantages of using decision trees in machine learning? (basic)
  • How do you evaluate the performance of a machine learning model? (medium)
  • Explain the concept of transfer learning in deep learning. (medium)
  • What is the difference between classification and regression in machine learning? (basic)
  • How do you handle imbalanced datasets in machine learning? (medium)
  • What is the purpose of regularization in machine learning? (medium)
  • How does a convolutional neural network differ from a recurrent neural network? (medium)
  • What is the curse of dimensionality in machine learning? (medium)
  • Can you explain the concept of clustering in unsupervised learning? (basic)
  • How would you approach feature engineering in a machine learning project? (medium)
  • What are the key components of a natural language processing pipeline? (medium)
  • How do you assess model performance in a time series forecasting task? (medium)
  • Explain the concept of ensemble learning. (medium)
  • How do you deal with outliers in a dataset? (basic)
  • Can you describe a recent project where you applied artificial intelligence techniques? (advanced)

Closing Remark

As the demand for artificial intelligence professionals continues to rise in India, job seekers should focus on honing their skills, gaining practical experience, and staying updated with the latest trends in the field. By preparing thoroughly and approaching interviews with confidence, individuals can seize exciting opportunities in the thriving AI job market in India.

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