Description review

Healthcare Expert

micro1 · Remote · back to the listing

HR standards

63/100

needs work

Title ↔ description

53/100

needs work

Reads as

Unclear

no confident match

What the listing never says

  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Role Title: Healthcare Expert

Role Type: Contractor

Location: Remote

micro1 is engaging Healthcare Experts to contribute valuable domain insights and expertise to a customer's healthcare initiative. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This is an exciting opportunity to influence the evolution of technology in the healthcare sector, working remotely and collaborating with a dynamic network of professionals.

Scope of Work

• Complete structured tasks that involve navigating and evaluating healthcare applications such as Epic, MyChart, Meditech, Athena, CoverMyMeds, 3M CodeFinder, Health Equity, and Lifeline

• Apply your clinical workflow knowledge to assess whether AI outputs are accurate, realistic, and aligned with how these systems are actually used

• Provide detailed feedback, annotations, and evaluations following project guidelines

• Collaborate with the project team and meet quality and delivery expectations

Preferred Qualifications

• 2+ years of hands-on experience in healthcare administration, clinical documentation, medical billing/coding, or a related role

• Direct working experience with one or more EHR/health systems such as Epic, Meditech, Athena, MyChart, or CoverMyMeds

• Strong understanding of clinical workflows (patient records, billing cycles, coding, prior authorizations, etc.)

• English proficiency at B2 level or above

• Reliable internet connection and availability to start immediately1

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 5 points (from 68 before penalties). Reviewed 21 Sep 2026.