AI EVAL Engineering jobs in United States
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Tata Consultancy Services · 2 days ago

AI EVAL Engineering

Tata Consultancy Services is a leading technology services and consulting company, and they are seeking an AI EVAL Engineer. The role involves evaluating and benchmarking AI models, creating structured test suites, and applying evaluation metrics to ensure model accuracy and performance.

Business Information SystemsConsultingInformation TechnologyIT Management
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H1B Sponsor Likelynote

Responsibilities

Strong understanding of LLMs and generative AI concepts, including model behavior and output evaluation
Experience with AI evaluation and benchmarking methodologies, including baseline creation and model comparison
Hands-on expertise in Eval testing, creating structured test suites to measure accuracy, relevance, safety, and performance
Ability to define and apply evaluation metrics (precision/recall, BLEU/ROUGE, F1, hallucination rate, latency, cost per output)
Prompt engineering and prompt testing experience across zero-shot, few-shot, and system prompt scenarios
Python/other programming languages, for automation, data analysis, batch evaluation execution, and API integration
Experience with evaluation tools/frameworks (OpenAI Evals, HuggingFace evals, Promptfoo, Ragas, DeepEval, LM Eval Harness)
Ability to create datasets, test cases, benchmarks, and ground truth references for consistent scoring
Test design and test automation experience, including reproducible evaluation pipelines
Knowledge of AI safety, bias, security testing, and hallucination analysis

Qualification

Azure OpenAIEVALBenchmarkingPythonAI evaluation methodologiesEvaluation tools/frameworksTest designTest automationAI safety knowledge

Required

Azure OpenAI; EVAL; Bench Marking
Strong understanding of LLMs and generative AI concepts, including model behavior and output evaluation
Experience with AI evaluation and benchmarking methodologies, including baseline creation and model comparison
Hands-on expertise in Eval testing, creating structured test suites to measure accuracy, relevance, safety, and performance
Ability to define and apply evaluation metrics (precision/recall, BLEU/ROUGE, F1, hallucination rate, latency, cost per output)
Prompt engineering and prompt testing experience across zero-shot, few-shot, and system prompt scenarios
Python/other programming languages, for automation, data analysis, batch evaluation execution, and API integration
Experience with evaluation tools/frameworks (OpenAI Evals, HuggingFace evals, Promptfoo, Ragas, DeepEval, LM Eval Harness)
Ability to create datasets, test cases, benchmarks, and ground truth references for consistent scoring
Test design and test automation experience, including reproducible evaluation pipelines
Knowledge of AI safety, bias, security testing, and hallucination analysis

Preferred

RAG evaluation experience
Azure OpenAI / OpenAI / Anthropic / Google AI platforms
Performance benchmarking (speed, throughput, cost)
Domain knowledge: Office apps / enterprise systems / networking

Benefits

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.

Company

Tata Consultancy Services

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Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting.

H1B Sponsorship

Tata Consultancy Services has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (7880)
2024 (9690)
2023 (8537)
2022 (11159)
2021 (9813)
2020 (11984)

Funding

Current Stage
Public Company
Total Funding
unknown
2004-08-25IPO

Leadership Team

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K. Krithivasan
Chief Executive Officer & Managing Director
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Aarthi Subramanian
President and Chief Operating Officer
Company data provided by crunchbase