Software Engineer, Product at Recruiting From Scratch
San Francisco, CA
$140,000–$225,000from the description
Jul 5, 2026
San Francisco, CA
Jul 21, 2026
What this job asks for AI summary
A full-stack product engineering role at a profitable AI-driven clinical documentation company. The work centers on building and owning end-to-end features across backend services, web frontends, and mobile, with a particular focus on integrating large language models into real-time clinician workflows and EHR systems. Suited to generalist engineers with up to five years of experience who are comfortable spanning Python, TypeScript/React, and AWS in a cross-functional, startup-paced setting.
Mid level · Remote · Bachelor's required · Full-time
“or” means any one of them counts — you don't need all of them.
We read this from the posting text with AI. Skim the description below before ruling yourself out.
How this req sits in the market our data
Roughly 47,100 people nationally plausibly meet what this posting asks for (software developers). range 28,200–70,500
Applicant volume Moderate — A normal amount of company. The rare requirements below are what will separate a shortlisted application from the rest.
Most people in this occupation already list these. Still required — just not what gets you shortlisted.
What the occupation pays Median $138,970 (middle half $107,524–$175,762). This posting is about at that midpoint.
Estimated from BLS employment for this occupation and area, per-skill prevalence across our listing corpus, and published wage benchmarks — as of Jul 28, 2026. It is a model, not a headcount.
Why we read it this way (8)
The role is titled 'Software Engineer, Product' with no seniority modifier; the title states no level. The experience range of 0–5 years and the scope of responsibilities (full-stack feature ownership, AI integrations, cross-functional collaboration) best support a Mid-level classification, though the lower end of the range could accommodate a strong Junior candidate.
A Bachelor's degree in CS, Engineering, Mathematics, Physics, or another STEM field is explicitly stated as required — not merely preferred — so the degree requirement is set to Bachelors.
EHR integration and mobile application experience are listed under Technical Requirements but explicitly flagged as 'preferred', so they are treated as preferred rather than hard gates.
AI development tools (Cursor, Claude Code) appear in the Technical Requirements section with the qualifier 'or similar'; Cursor is used as the primary name with Claude Code as an alternative. The open-ended 'or similar' is noted but no additional specific tools are named.
The posting is placed by a recruiting firm (Recruiting from Scratch) on behalf of an unnamed HealthTech company; the client company's identity is not disclosed.
No visa sponsorship is available; candidates must be authorized to work in the US.
Ignored 1 non-technology phrase(s) as skills (responsibilities/concepts, not named tools): mobile application development.
Caller marked this a fully-remote role — scored against the national candidate pool.
Read the full posting
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