Full Stack Engineer, Data Services at Vytalize Health
KS
—
Jul 14, 2026
KS
Jul 21, 2026
What this job asks for AI summary
A full-stack engineering role focused on building clinical data applications for healthcare operations and clinician teams. The work spans React frontends, Python/FastAPI backends, REST API design, and data modeling and transformation pipelines, with an emphasis on testing, observability, and metrics-driven iteration. Suited to engineers with 3–5 years of full-stack experience who are comfortable working across the entire stack in a small team within a healthcare context.
Mid level · 3+ years · Remote
“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 33,200 people nationally plausibly meet what this posting asks for (software developers). range 19,900–60,000
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).
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 (7)
The title 'Full Stack Engineer' carries no level modifier, so advertised seniority is Unspecified. The 3–5 year experience requirement and scope (feature delivery on a small team, mentoring juniors) support a Mid-level classification.
FastAPI is the named primary backend framework; Flask and Django are listed as explicit alternatives in the requirements section ('FastAPI, Flask, Django, or comparable frameworks') and are captured in alternatives rather than as separate skills.
AI coding assistants (Claude Code, GitHub Copilot, Cursor, ChatGPT) are explicitly required in the Required Qualifications section — candidates must be able to speak to how they use these tools. The skill is named generically with the specific tools listed as alternatives.
dbt is called out as 'preferred' in the responsibilities narrative ('dbt preferred') and appears again under 'Strong Pluses', so it is marked as preferred.
All skills under the 'Strong Pluses' section (DataDog/CloudWatch, Databricks/Snowflake, AWS, Docker, OpenAPI/Swagger, FHIR/HL7) are marked preferred.
No compensation figures are stated in the posting. No degree requirement is stated.
Caller marked this a fully-remote role — scored against the national candidate pool.
Read the full posting
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