Job Description
What you'll do Mercor is partnering with leading AI labs to advance frontier agent evaluations in career and learning. As a Personal Learning & Career Expert, you'll build long‑horizon career and study tasks that mirror the work you already do, each paired with a deterministic rubric that grades agent performance against verifiable ground truth. Tasks need to have checkable answers; no open‑ended essays, no subjective judgment calls. Expect to build scenarios across the following: Career artifacts: resumes where every claim must trace back to source work history, JD‑tailoring against required‑keyword lists. Interview prep: STAR stories built from a verified background file, question prep that covers a required competency list for the target role. Study planning: plans that respect exam‑date and hours‑available constraints, content summaries with fact‑checkable key points against source material. These scenarios will be challenging and take long sessions of focus. Qualifications 3+ years in career coaching, resume writing, tutoring, instructional design, or similar. Expertise in one or more of the following: ATS‑optimized resume writing, LinkedIn optimization, interview prep frameworks (STAR, CARL), study plan construction, major standardized exam prep. Comfortable reading and producing career / learning artifacts: tailored resumes, interview prep packets, study plans, content summaries. Clear written communication; can articulate reasoning step by step and encode it into deterministic rubrics. Location & Compensation Located in the United States or Canada. Compensation $55–$75 / hr depending on domain depth and prior experience. Strong contributors are promoted based on task quality and throughput.