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GEN AI Engineer

Job in Charlotte, Mecklenburg County, North Carolina, 28245, USA
Listing for: Tata Consultancy Services
Full Time position
Listed on 2025-12-02
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer
Job Description & How to Apply Below

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Overview

Role involves designing and operationalizing GenAI capabilities, including LLMs and RAG, with emphasis on guardrails, observability, and scalable AI solution architecture.

Responsibilities
  • Implement Guardrails and observability across RAG and LLM applications
  • Setup GenAI Ops workflows to continuously monitor inference latency, throughput, quality and safety metrics
  • Define, track, and analyze RAG guardrail metrics using LLMs as Judges and SMLs (e.g., attribution, grounding, prompt injection, tone, PII leakage)
  • Implement annotation, structured feedback loops, fine-tuning, and alignment methods to calibrate judge models
  • Use Lang Chain to orchestrate guardrail checks, manage prompt versioning and integrate judge model scoring workflows
  • Work with Open Shift to deploy, scale and monitor containerized GenAI services
  • Build observability dashboards and alerts (Grafana or equivalent) for AI reliability
  • Contribute to emerging evaluation and guardrails as autonomous AI workflows expand
Qualifications
  • Bachelor’s or Master’s degree in Data Science, Computer Science, MIS, related field, or equivalent experience
  • 10+ years of experience designing and developing AI solution architecture to scale
  • Proven hands-on experience in GenAI Ops – operationalizing LLM and RAG applications in production
  • Strong hands-on experience with the Lang Chain framework
  • Experience specifically with the OpenAI API, chat completions, embeddings, etc.
  • Solid awareness of Tensor

    RT and VLLM implementation
  • Strong proficiency in Python and data science libraries (Num Py, Pandas, scikit-learn, PyTorch/Tensor Flow)
  • Proven experience applying guardrails and observability to LLM or RAG-powered applications
  • Experience with LLMs as Judges and SMLs for evaluation (attribution, adherence, bias, PII, etc.)
  • Hands-on experience with Open Shift (or Kubernetes) for containerized AI workloads
  • Experience measuring and optimizing inference latency
Salary

,000 per annum

Benefits

TCS Employee Benefits Summary includes:
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 & Training Reimbursement);
Time Off (Vacation, Time Off, Sick Leave & Holidays);
Legal & Financial Assistance (Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing).

Seniority level
  • Mid-Senior level
Employment type
  • Full-time
Job function
  • Engineering and Information Technology
Industries
  • IT Services and IT Consulting

Charlotte, NC

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