Tata Consultancy Services
Website:
tcs.com
Company:
https://www.linkedin.com/company/tata-consultancy-services
Seniority: Mid-Senior level
Industries: Software Development
Job details:
Role: Gen AI / ML Engineers
Experience:5+Years
Location: Bengaluru
Job Description:
Python / GenAI / ML Engineer:
- Python & Async Frameworks: Strong proficiency in Python 3.x and async web frameworks like FastAPI or Celery to build high-throughput, multi-tenant background processing microservices.
- GenAI & LLM Orchestration: Hands-on experience with LLM APIs (Google Gemini/Vertex AI or OpenAI) and utilizing tools like Pydantic to enforce strict structured JSON outputs from unstructured data.
- Dynamic Prompt Engineering: Expertise in designing complex system instructions, few-shot prompting templates, and managing advanced model parameters like thinking budgets or temperature.
- Cloud Storage & Data Pipelines: Proficient in managing cloud data streams (Google Cloud Storage or S3) to ingest document assets (PDFs/Images) and orchestrating async polling workflows with automated retry logic.
- ML Ingestion & Evaluation: Experience with ML preprocessing tools (Pandas, NumPy, OCR engines) and setting up statistical thresholds to evaluate extraction confidence scores and failure metrics.
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