Machine Learning Engineer
on-site•New York, San Francisco•$200k - $250k+ 0.2-0.5%
About this role
As a Machine Learning Engineer at Latent, you’ll design and deploy advanced models at the frontier of medical language understanding. You will develop systems that can interpret long-form clinical text, generate auditable justifications for medical decisions, and reason over structured and unstructured data to automate the prior authorization process end-to-end.
You’ll work on some of the most pressing problems in applied AI—balancing model expressiveness with verifiability, maintaining safety in open-ended generation, and scaling LLMs to production in high-stakes environments. This is a rare opportunity to bring research into production at the edge of what’s possible in medicine and AI.
This is a high-impact, high-ownership role based full-time onsite in our San Francisco office.
What You’ll Do
Train and fine-tune large open-source language models for clinical reasoning, medical question answering, and evidence-grounded generation, where the stakes are human health
Design and scale multimodal embeddings to encode clinical documents, structured EHRs, and payer policies in a unified space
Own the lifecycle of ML systems—from research prototypes to fault-tolerant, privacy-compliant services running in production
Build robust retrieval pipelines for real-time semantic search and RAG architectures in the clinical domain
Collaborate with clinicians, engineers, and product leaders to ensure outputs are interpretable, auditable, and aligned with real-world constraints
Contribute to a culture of ML excellence through code reviews, experimentation frameworks, and internal knowledge sharing
Interview process
- 1Interview
- 2Technical Interview
- 3Onsite Interview
- 4Recruiter Interview
- 5Recruiter Screen
- 6Technical Screen
About Latent
Latent is solving complex challenges in healthcare through robust and reliable Medical Intelligence. Our AI-driven solutions significantly enhance workflows for hospitals and clinics, enabling patients faster medication access while substantially boosting healthcare provider revenues. We are developing a suite of software solutions in conjunction with major healthcare systems to create fast, effective, and affordable access to a provider for every patient in the United States.
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Frequently Asked Questions
What does Latent pay for a Machine Learning Engineer?
Latent offers a competitive compensation package for the Machine Learning Engineer role. The salary range is USD 200k - 250k per year, plus 0.2-0.5% equity. Apply through Clera to learn more about the full compensation details.
What does a Machine Learning Engineer do at Latent?
The Machine Learning Engineer role at Latent involves As a Machine Learning Engineer at Latent, you’ll design and deploy advanced models at the frontier of medical language understanding. You will develop systems that can interpret long-form clinical tex...
Is the Machine Learning Engineer position at Latent remote?
The Machine Learning Engineer position at Latent is based in New York, United States and San Francisco, United States and is on-site. Contact the company through Clera for specific work arrangement details.
How do I apply for the Machine Learning Engineer position at Latent?
You can apply for the Machine Learning Engineer position at Latentdirectly through Clera. Click the "Apply Now" button above to start your application. Clera's AI-powered platform will help match your profile with this opportunity and guide you through the application process.