Household and Lifestyle AI Evaluation Expert

About OpenTrain
OpenTrain is the centralized, open platform the place AI coaching and data-labeling freelancers discover work, consolidate alternatives throughout platforms, and construct a unified AI coaching portfolio they management. We make specialised AI coaching work simpler to trace, apply for, and develop right into a sturdy freelance profession.

About this function
OpenTrain is recruiting for a Household and Lifestyle AI Evaluation Expert to assist refine AI-generated instruments for private productiveness and household administration. You will floor massive language fashions in sensible family methods, together with chore rotation, household scheduling, media curation, pet medical data, car logs, subscription monitoring, and assortment administration. This function combines area experience with structured analysis, spreadsheet logic, context validation, and high quality evaluate to make sure AI outputs mirror skilled organizing and way of life administration requirements.

What you’ll do
Define discovery parameters akin to family dimension, member roles, recurring routines, and subscription units. Establish guardrails for honest chore rotation, renewal alert timing, age-appropriate duties, and media-related flags. Co-design workflows and validate context information akin to household calendars, subscription lists, and watchlists. Verify schedule rollups, job rotation logic, subscription price calculations, and validation lists throughout private productiveness instruments. Translate on a regular basis routines and recurring guidelines into deterministic spreadsheet formulation and validation buildings. Review paired deliverables and ensure that they meet skilled organizing practices.

Required abilities
At least 5 years of expertise in family or way of life administration, skilled organizing, productiveness system design, or media and content material curation is required. Candidates ought to have deep familiarity with household schedule coordination, rotating chores, subscription auditing, car and pet logging, and assortment administration. Strong concise skilled writing and the flexibility to transform each day routines into clear spreadsheet logic are important. Experience with peer evaluate, paired work, and calibration towards strict high quality benchmarks is required. A private desktop or laptop computer with steady, high-speed web can be required for distant work.

Helpful background
A bachelor’s diploma or equal sensible expertise in any subject is welcome. Experience in AI analysis, information annotation, content material evaluate, high quality assurance, or one other analytical function might help you contribute, however it’s not required. The strongest candidates mix sensible family methods data with cautious judgment and the flexibility to elucidate why a workflow, rule, or calculation is appropriate.

Why work with OpenTrain
OpenTrain offers freelancers one place to handle AI coaching alternatives as a substitute of rebuilding proof of labor on each platform. A stronger OpenTrain profile helps you present credible expertise, uncover roles that match your abilities, and switch AI coaching and data-labeling work right into a long-term portfolio.