LLM Evaluator – Model Response Analyst (Remote)
Odixcity Consulting
Job description
About the role
We are looking for a detail‑oriented LLM Evaluator (Model Response Analyst) to assess and improve the performance of large language models. Working remotely with a global team, you will analyze AI‑generated text for factual accuracy, coherence, safety, bias and alignment with defined guidelines.
Key responsibilities
- Evaluate and rank model‑generated responses using complex rubrics covering factuality, coherence, safety, instruction‑following and creativity.
- Compare multiple model outputs for the same prompt, select the preferred response and justify the choice.
- Provide concise feedback to modeling and training teams about recurring failure patterns.
- Design adversarial prompts to expose biased, harmful or insecure model behavior and help patch safety gaps.
- Collaborate with QA to refine evaluation guidelines for ambiguous or edge‑case scenarios.
- Participate in cross‑checking sessions to calibrate scoring standards and ensure inter‑rater reliability.
- Investigate underperforming model outputs, hypothesize root causes and flag novel behaviors to the research team.
Required profile
- Minimum 2 years of professional experience in computational linguistics, data analysis, technical writing, NLP QA or related fields.
- Bachelor’s degree in Computer Science or a related discipline.
- Strong understanding of prompt engineering and the ability to explain why a model output is good or bad.
- Experience with Reinforcement Learning from Human Feedback (RLHF) data collection.
- Proven ability to monitor and improve consistency among evaluation teams.
- Familiarity with IAA scoring, calibration sessions and A/B testing concepts applied to AI.
Required skills
- Prompt engineering
- RLHF data collection
- Dataset annotation and cleaning
- A/B testing for AI models
- Experiment design and evaluation
- Data analysis
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Published 1 month ago
Expires 1 week from now
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Odixcity Consulting