JOB ROLE : Gen AI Architect
Experience : 9-15 Years
Location : Bangalore ,Hyderabad, Mumbai ,Pan India

Key Responsibilities:
Be an expert source on machine learning to drive delivery of new and innovative solutions.
Propose creative solutions to approach business solutions with emerging technologies.
Prototype current ways of applying technologies for solving business problems.
Educate others so that they can demonstrate innovative methods for achieving outcomes.
Build and maintain machine learning principles, best practices, and code accelerators.
Conduct external research and internal experimentation for machine learning techniques.
Champion solution delivery behaviors and approaches from software engineers that accelerate delivery of reliable solutions and create a culture of teamwork.
Analyze and communicate strategy, status, and product roadmaps to multiple audiences, including all levels of management.

Must Have :
GenAI Application Development Expertise
Programming Languages: Python
Development Tools: LangChain, LlamaIndex, LangFlow, Langgraph, LangSmith, Flowise




Techniques: RAG Techniques
Databases: Vector Databases (Pinecone, Weaviate, Qdrant)
Additional Technologies: Knowledge Graphs, FastAPI, Streamlit, Gradio
2. Domain Model Fine-Tuning Capabilities
Languages & Libraries: Python, Data Engineering, OSS LLMs (Llama2, Mixtral, GPT-Neo, GPT-J)
Tokenization & Frameworks: Tokenizers (SentencePiece, Hugging Face Tokenizers), Fine-tuning Frameworks (Hugging Face Transformers, PyTorch Lightning)
Datasets: HuggingFace Datasets, TensorFlow Datasets
3. LLMOps Proficiency
Infrastructure & CI/CD: DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions
Monitoring & Management: Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana
4. Data Engineering for AI Applications
Data Processing & Management: Python, Apache Spark, Apache Kafka, AWS S3, Azure Data Lake Storage (ADLS), Delta Lake
Workflow Automation: Apache Airflow, dbt, Apache NiFi, Fivetra

📌 GEN AI ARCHITECT (Bengaluru)
🏢 Tata Consultancy Services
📍 Bengaluru