GenAI Architect

Must Have Technical/Functional SkillsMandatory Skills:1. GenAI Application Development ExpertiseProgramming Languages: PythonDevelopment Tools: LangChain, LlamaIndex, LangFlow, Langgraph, LangSmith, FlowiseTechniques: RAG TechniquesDatabases: Vector Databases (Pinecone, Weaviate, Qdrant)Additional Technologies: Knowledge Graphs, FastAPI, Streamlit, Gradio2. Domain Model Fine-Tuning CapabilitiesLanguages & 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 Datasets3. LLMOps Proficiency* Infrastructure & CI/CD: DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions* Monitoring & Management: Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana4. Data Engineering for AI ApplicationsData Processing & Management: Python, Apache Spark, Apache Kafka, AWS S3, Azure Data Lake Storage (ADLS), Delta LakeWorkflow Automation: Apache Airflow, dbt, Apache NiFi, Fivetran, Airbyte, Great ExpectationsData Catalogs: Amundsen, Collibra, Alation5. 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 Libraries6. 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 ToolsTransparency & Governance: Model Interpretability Libraries, AI Governance Frameworks and ToolsRoles & ResponsibilitiesCandidate will be working in AI Engineering group which is collectively responsible for product developments and AI infused automations.Candidates need to lead the solution design discussion and arrive at best-in-class architecture by assessing all the prosand cons across multiple technologies. Build design documentation and implementation.Salary Range $170000-$190000yearTCS 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 & amp; Training Reimbursement.Time Off: Vacation, Time Off, Sick Leave & Holidays.Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.#LI-DNI