AI Prompt & Data Quality Specialist
Posted 3 months ago Expired
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Upload Your ResumeAbout This Role
This role is for an AI Prompt & Data Quality Specialist who will lead "Human-in-the-Loop" workflows, designing AI prompts, defining "Ground Truth" for model accuracy, and creating high-quality evaluation datasets.
Responsibilities
- Draft and develop complex system prompts for various use cases (e.g., summarization, extraction, persona-based chat)
- Implement advanced strategies (Chain-of-Thought, Few-Shot) to guide the model through complex reasoning tasks
- Iterate on prompt versions to reduce latency and token usage while maintaining quality
- Review and annotate model outputs to tag them for accuracy, tone, safety, and hallucinations
- Perform "A/B ranking" on model responses to support Reinforcement Learning from Human Feedback (RLHF)
- Create "ideal" human-generated responses to serve as Ground Truth for automated testing and fine-tuning
- Maintain guidelines, developing and updating the Annotation Rubric that defines correct and safe responses
Requirements
- Exceptional command of English grammar and semantics
- Familiarity with GPT-4, Claude, or similar Large Language Models (LLMs), including their limitations (hallucinations, bias)
- Extreme attention to detail and ability to perform repetitive data review tasks without losing focus or consistency
Qualifications
- Bachelor
Nice to Have
- Prior experience with RLHF, data labeling platforms (like Scale AI, Labelbox), or QA roles
- Proficiency with Excel/Google Sheets (for data organization) or basic Python (for handling JSON data)
- Background in Networking to fact-check complex model outputs
Skills
* Required skills
Benefits
About Apex Systems
Apex Systems is a world-class IT services company that serves thousands of clients across the globe. Part of the Commercial Segment of ASGN Incorporated.