Machine Learning Engineer

Greetings from TCS!

About the Role

Job title: ML Engineer

Experience: 7-15 years

Location: PAN India

Interview mode: Virtual

Job Description

• 7+ years of experience
• 3+ years in AI/Gen AI
• Strong knowledge of AI methodologies, including generative models, machine learning (ML), reinforcement learning, and natural language processing (NLP)
• Design, implement, and optimize generative AI architectures and models
• Collaborate with data scientists and analysts to collect, preprocess, and manage large datasets, ensuring data quality and integrity for model training
• Collaborate with cross-functional teams to integrate AI models into production environments, ensuring seamless deployment and operational efficiency
• Fine-tune and optimize AI models for specific applications, focusing on improving accuracy, efficiency, and scalability
• Experience of cloud-based platforms (e.g., AWS, Azure, GCP) to develop and deploy scalable AI solutions, ensuring high availability and performance
• Implement MLOps, LLMOps, AgentOps best practices for continuous integration and deployment (CI/CD) of AI models, including monitoring, logging, and version control
• Proficiency in programming languages such as Python, .Net or Java, with experience in relevant libraries and frameworks (e.g., TensorFlow, PyTorch, Keras)
• Knowledge of LangChain, Phoenix, MLFlow, LangGraph, Google Agent Development Kit
• Knowledge of implementing AI solutions using Agentic approach, Retrieval-Augmented Generation (RAG), Model Context Protocol (MCP), etc.
• Experience in developing and deploying AI/Gen AI based systems in production
• Provide technical guidance and mentorship to junior engineers and team members