Machine Learning Engineer
Last seen on Tata Consultancy Services’s official careers site on August 1, 2026; it may have closed since.
Apply on Tata Consultancy Services’s careers site →Job description
Role - Machine Learning Engineer Experience Required -8+ Years We are seeking a Machine Learning Engineer to design, build, and deploy Generative AI solutions powered by Large Language Models (LLMs). In this role, you will work on end-to-end GenAI use cases, from model selection to production-ready systems.
Key Responsibilities
Develop and productionize GenAI applications using LLMs (open-source and closed-source). Design agentic workflows using LangChain and LangGraph.
Must Have Technical/Functional Skills
We are seeking a Machine Learning Engineer to design, build, and deploy Generative AI solutions powered by Large Language Models (LLMs).
Key Responsibilities
Design agentic workflows using LangChain and LangGraph.
- Implement short-term and long-term memory strategies for LLM-based systems.
- Optimize prompts, retrieval pipelines, and orchestration logic.
- Collaborate with product and platform teams to deliver scalable AI solutions.
Required Qualifications
- Strong experience with LLMs (e.g., OpenAI, Anthropic, Llama, Mistral)
- Hands-on experience with LangChain and/or LangGraph.
- Solid understanding of LLM memory architecture and state management.
- Proficiency in Python and ML engineering best practices.
Nice to Have
- Experience with GCP services (e.g., Vertex AI, BigQuery, GCS).
- Experience deploying ML/GenAI systems in production environments.
- data scientist
- Can do ML model
Roles & Responsibilities
- Design, develop, and deploy GenAI applications using LLMs.
- Build and implement agentic workflows using LangChain/LangGraph.
- Develop ML models and production-ready AI solutions.
- Implement and manage LLM memory and state management strategies.
- Optimize prompts, retrieval pipelines, and orchestration workflows.
- Deploy, monitor, and maintain AI/ML systems in production environments.
- Evaluate and integrate open-source and proprietary LLMs.
Base Salary Range
$90,000 to $110,000 Per Annum TCS Employee Benefits Summary: Discretionary Annual Incentive.
Comprehensive Medical Coverage
Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
Family Support
Maternal & Parental Leaves.
Insurance Options
Auto & Home Insurance, Identity Theft Protection.
Convenience & Professional Growth
Commuter Benefits & Certification & Training Reimbursement.
Time Off
Vacation, Time Off, Sick Leave & Holidays.
Legal & Financial Assistance
Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing. </div
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