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AI EVAL Engineering

Russell Tobin
Bellevue, WA Contractor
POSTED ON 12/15/2025 CLOSED ON 12/18/2025

What are the responsibilities and job description for the AI EVAL Engineering position at Russell Tobin?

Position- AI EVAL Engineering

Location- Bellevue, WA (Remote)

Rate- $46/hr

Job descriptions:

Required Skills- 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 (precisionrecall, BLEUROUGE, 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

Nice-to-Have

- RAG evaluation experience

- Azure OpenAI

- OpenAI

- Anthropic

- Google AI platforms

- Performance benchmarking (speed, throughput, cost)

- Domain knowledge Office apps enterprise systems networking

Salary : $46

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