Gen AI / ML Engineers pri
- Source: Naukri
- Tata Consultancy Services
- $10,488.3 to $20,976.61 /yr
- On-site
- Bengaluru
- Full-Time
- Mid level
Job Description
JOB TITLE: Gen AI / ML Engineers
Experience: 4-12 Years
Location: Hyderabad / Bangalore
Np : 0 to 30 Days
Job Summary
- 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.
Skills
- Python
- FastAPI
- Celery
- Gemini
- vertex
- JSON
- google-cloud-storage
- google-cloud-platform
- Pandas
- NumPy
