Gen AI Engineer
Tata Consultancy Services (TCS) · Yonkers, US
Job description
Key Responsibilities
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Develop object-oriented applications using Python with expert-level software engineering practices.
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Work with Vector Databases for embedding storage and retrieval optimization.
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Design and implement GenAI lifecycle management and RAG pipelines (chunking, embedding, retrieval, re-ranking, summarization) for banking use cases.
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Evaluate and test embedding models and frameworks for performance, latency, memory, and cost optimization.
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Apply prompt engineering, hallucination mitigation, and grounding techniques for AI solutions.
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Build API-driven applications using FastAPI, API Gateway, and integrate with MongoDB, Redis, and front-end frameworks (Angular/React).
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Develop utilities, automation frameworks, and data pipelines to support AI/ML and GenAI initiatives.
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Create monitoring dashboards and automation scripts for system health and performance.
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Collaborate with DevOps teams using enterprise tools (Git/Bitbucket, Jenkins, SonarQube, Artifactory, Ansible).
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Work with large cross-functional teams to deliver secure, compliant, and scalable solutions.
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Explore Agentic architectures for orchestration and multi-step reasoning in AI workflows.
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Required Skills & Experience
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Primary Skill: Python
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Secondary Skills: Vector DB, Django, Flask, FastAPI, KAFKA, Containerization (OpenShift, Docker etc.)
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Knowledge in GenAI lifecycle management and RAG pipelines.
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Expertise in prompt engineering and AI safety techniques.
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Hands-on experience with FastAPI, containerization (Docker/Kubernetes), and API integrations.
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Understanding of DevOps practices and enterprise tooling.
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Understanding of Kafka queue integration and configurations.
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Ability to deploy python code on to containers using OpenShift and docker etc.
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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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