LLM Evaluator – Model Response Analyst (Remote)
Odixcity Consulting
Description du poste
About the role
We are looking for a detail‑oriented LLM Evaluator to assess and improve the performance of large language models. You will work remotely with a global team, reviewing AI‑generated content for accuracy, coherence, safety, bias, and alignment with our guidelines.
Key responsibilities
- Evaluate and rank model‑generated text using complex rubrics covering factuality, coherence, safety, instruction‑following, and creativity.
- Compare multiple model responses to the same prompt and justify the preferred output.
- Provide concise feedback to modeling and training teams about recurring failure patterns.
- Design adversarial prompts to expose biased, harmful, or insecure model behavior.
- Collaborate with QA to refine evaluation guidelines for ambiguous or edge‑case scenarios.
- Participate in cross‑checking sessions to ensure inter‑rater reliability.
- Analyze underperforming outputs, hypothesize root causes, and flag novel behaviors for research.
Required profile
- Minimum 2 years of professional experience in computational linguistics, data analysis, technical writing, NLP quality assurance, or cognitive science.
- Bachelor’s degree in Computer Science or a related field.
- Proven experience with Reinforcement Learning from Human Feedback (RLHF) data collection.
- Ability to explain why a model output is good or bad based on logic, tone, factuality, and instruction adherence.
- Experience monitoring and improving consistency among evaluation teams.
Required skills
- Prompt engineering for LLMs
- Dataset sourcing, cleaning, and annotation for model fine‑tuning or evaluation
- Understanding of data distribution impact on model performance
- Familiarity with A/B testing concepts applied to AI
- Designing experiments to compare model versions
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