Description review
NeuralFrame | Senior Backend Engineer, Medical Data
NeuralFrame · Remote · back to the listing
HR standards
66/100
needs work
Title ↔ description
90/100
strong
Reads as
Backend Engineer
87% confident
What this role officially is
software developer — ESCO, the EU occupation classification
Software developers implement or program all kinds of software systems based on specifications and designs by using programming languages, tools, and platforms.
Also known as: application developer, application programmer, solutions developer, programmer, software specialist, application software developer
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What the listing never says
- No section describes what the person would actually do. Scope clarity
- No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
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Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
Pipeline (Python + Rust)| REMOTE (US only, US time zones; no visa sponsorship) | Full-time | $170k–$210k + 0.1%–0.25% equity
We build software that hospitals, cancer registries and researchers use. You'd own the pipeline that pulls data from hospital systems and transforms it for analytics and research.
Where Rust fits: part of our hospital data acquisition layer, the code that talks to hospital systems, is written in Rust. You'd work on both sides: Rust where performance and correctness matter most, async Python for the rest of the pipeline. Rust experience is a strong plus. Whether you learned it at work or on your own, we want to hear what you built with it.
Stack: Rust, async Python (mypy, pytest, ruff, uv), PostgreSQL and MongoDB, Dagster, Terraform/OpenTofu, AWS (ECS/Fargate, RDS, Lambda, S3), GitHub Actions.
You'll need 5+ years building backend services or data pipelines in production (retries, idempotency, schema design and migrations, well-tested and typed code) and strong Python and SQL. No healthcare background needed.
Apply: https://wellfound.com/jobs/4829721-senior-backend-software-engineer-medical-data-pipeline. In your note, tell us in a few sentences about one pipeline failure you traced (what broke, how you found it, what you changed) and, if you've written Rust, what you built with it.
We build software that hospitals, cancer registries and researchers use. You'd own the pipeline that pulls data from hospital systems and transforms it for analytics and research.
Where Rust fits: part of our hospital data acquisition layer, the code that talks to hospital systems, is written in Rust. You'd work on both sides: Rust where performance and correctness matter most, async Python for the rest of the pipeline. Rust experience is a strong plus. Whether you learned it at work or on your own, we want to hear what you built with it.
Stack: Rust, async Python (mypy, pytest, ruff, uv), PostgreSQL and MongoDB, Dagster, Terraform/OpenTofu, AWS (ECS/Fargate, RDS, Lambda, S3), GitHub Actions.
You'll need 5+ years building backend services or data pipelines in production (retries, idempotency, schema design and migrations, well-tested and typed code) and strong Python and SQL. No healthcare background needed.
Apply: https://wellfound.com/jobs/4829721-senior-backend-software-engineer-medical-data-pipeline. In your note, tell us in a few sentences about one pipeline failure you traced (what broke, how you found it, what you changed) and, if you've written Rust, what you built with it.