Machine Learning or AI Engineer

2 days ago

Hyderabad Kolkata Chennai, India Tata Consultancy Services Limited Full time

Job Description Roles & Responsibilities: - Develop and deploy Python-based machine learning solutions using frameworks such as TensorFlow, PyTorch, and Scikit-learn, with specialized expertise in transformer-based architectures. - Design, build, and optimize generative AI (GenAI) applications including text generation, summarization, code synthesis, and vector-based retrieval systems. - Utilize GenAI orchestration frameworks like LangChain or LlamaIndex for multi-step generative workflows. - Manage and integrate vector databases (e.g., Pinecone, Weaviate, Milvus) and embedding pipelines for semantic search and retrieval-augmented generation (RAG) systems. - Process and manage large unstructured datasets using tools like Apache Spark for data preparation and LLM fine-tuning. - Implement prompt engineering methodologies and develop reusable prompt templates and management systems. - Work with cloud platforms (AWS, Azure, GCP) and GenAI model hubs/services (e.g., Hugging Face, OpenAI APIs, Anthropic). - Diagnose and resolve technical issues related to inference latency, memory optimization, and cost efficiency for large foundation models.

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