December 18, 2025
Paging Dr. Algorithm
Delty (YC X25) Is Hiring an ML Engineer
Ex-Googlers build 'AI for hospitals'—commenters demand salary, privacy answers
TLDR: Delty, an ex‑Googler YC startup, is hiring an ML engineer for healthcare assistants. Commenters want salary clarity and strong privacy safeguards, debating tabular models versus chatbot hype while joking about “CSV in scrubs” and raising ethics concerns about algorithms ranking high‑risk patients.
Delty, a Y Combinator startup led by ex‑Google engineers, is hiring an ML engineer to power an “AI operating system” for hospitals—voice helpers, smart triage, the whole kit. Comments immediately demanded salary transparency. The “no US visa required” line delighted global candidates, but sparked side‑eye about “global discount” pay and whether it’s truly remote. “AI OS” drew eye‑rolls as buzzy branding, while defenders said it’s just shorthand for tools that kill paperwork so doctors can spend time with patients.
Big debate: Delty leans on structured (tabular) data over chatty bots. One camp cheered, “Finally, signal over vibes.” Another snarked, “Spreadsheet ML in scrubs.” The LLM bonus spawned memes about becoming a prompt janitor. Veterans warned that “fast‑paced startup” translates to shipping at 2 a.m. and babysitting AWS pipelines. Ethics alarms rang over “ranking high‑risk cases,” with calls for explainability, bias checks, and HIPAA (US health privacy) guarantees. Fans countered that monitored models can flag urgent cases faster and reduce burnout. Final vibe: compelling mission and solid pedigrees—but show the pay, show the privacy plan, and tone down the hype.
Key Points
- •Delty is hiring a Machine Learning Engineer to build its healthcare AI operating system.
- •The role spans end-to-end ML development, data pipelines, model training, evaluation, deployment, and monitoring.
- •Candidates need 3+ years of production ML experience, with strong skills in tabular data, regression/classification, and ranking.
- •Bonus experience includes healthcare decision-support, production LLMs (RAG, fine-tuning, structured prompting), and model monitoring/data drift.
- •US citizenship/visa is not required; core skills include Python and AWS, with high-impact, fast-paced startup work with former Google engineers.