Tata Consultancy Services
Website:
tcs.com
Job details:
Job Role : GEN AI Architect
Experience : 9 to 15 Years
Location : Bengaluru Hyderabad Pan India
Mandatory Skills:
- 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, Fivetran, Airbyte, Great Expectations
- Data Catalogs: Amundsen, Collibra, Alation
5. AI-Ready Cybersecurity Knowledge
- Threat Modeling & Security: AI-Specific Threat Modeling Tools, Secure ML Pipeline Tools, API Security Tools
- Monitoring & Prevention: AI Security Monitoring Tools, Prompt Injection Prevention Libraries, Adversarial Example Detection Libraries
6. GenAI Guardrails and Ethics
- Ethics & Fairness: AI Ethics Frameworks and Tools, Bias Detection and Mitigation Tools, Fairness Metrics Libraries
- Privacy & Security: Privacy-Preserving Machine Learning Libraries, Robustness and Security Tools
- Transparency & Governance: Model Interpretability Libraries, AI Governance Frameworks and Tools
7. Monitoring & Evaluation:
- Bleu, Rouge, Perplexity, BERT-Score etc.,
Click on Apply to know more.