ML/AIWork
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Gen AI Engineer

Tata Consultancy Services (TCS) · Yonkers, US

Job description

Key Responsibilities

  • Develop object-oriented applications using Python with expert-level software engineering practices.

  • Work with Vector Databases for embedding storage and retrieval optimization.

  • Design and implement GenAI lifecycle management and RAG pipelines (chunking, embedding, retrieval, re-ranking, summarization) for banking use cases.

  • Evaluate and test embedding models and frameworks for performance, latency, memory, and cost optimization.

  • Apply prompt engineering, hallucination mitigation, and grounding techniques for AI solutions.

  • Build API-driven applications using FastAPI, API Gateway, and integrate with MongoDB, Redis, and front-end frameworks (Angular/React).

  • Develop utilities, automation frameworks, and data pipelines to support AI/ML and GenAI initiatives.

  • Create monitoring dashboards and automation scripts for system health and performance.

  • Collaborate with DevOps teams using enterprise tools (Git/Bitbucket, Jenkins, SonarQube, Artifactory, Ansible).

  • Work with large cross-functional teams to deliver secure, compliant, and scalable solutions.

  • Explore Agentic architectures for orchestration and multi-step reasoning in AI workflows.

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Required Skills & Experience

  • Primary Skill: Python

  • Secondary Skills: Vector DB, Django, Flask, FastAPI, KAFKA, Containerization (OpenShift, Docker etc.)

  • Knowledge in GenAI lifecycle management and RAG pipelines.

  • Expertise in prompt engineering and AI safety techniques.

  • Hands-on experience with FastAPI, containerization (Docker/Kubernetes), and API integrations.

  • Understanding of DevOps practices and enterprise tooling.

  • Understanding of Kafka queue integration and configurations.

  • Ability to deploy python code on to containers using OpenShift and docker etc.

  • Ability to work effectively with large cross-functional teams in a regulated environment.

Salary Range: $70,000 to $80,000 per year

Location

Jersey City, NJ

Job Function

TECHNOLOGY

Role

Engineer

Job Id

419780

Desired Skills

Spring Boot

Salary Range

$70,000-$80,000 a year

Desired Candidate Profile

Qualifications : BACHELOR OF COMPUTER SCIENCE

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