What we're looking for?
We are seeking a Senior Data/AI/ML Software Engineer with 7+ years of experience in AI/ML software engineering, specifically with data-intensive systems. You should be comfortable designing, implementing, and improving core components of a clinical data intelligence platform, with a strong background in software engineering, AI/ML/NLP engineering, and data analytics/engineering. Bonus points if you have familiarity with healthcare and medical domains.
What you'll do:
- Build and improve clinical/health information extractors and summarizers that directly power applications used by clinicians daily.
- Scrape, collect, extract, transform, query, analyze, mine, and distill structured/unstructured data to evaluate system quality and performance, draw insights, and expand/refine our clinical knowledge graph.
- Build and improve supporting data/AI/ML systems and automations.
- Develop and deploy secure code, maintaining confidentiality, integrity, and availability of information systems and processes in compliance with HIPAA and SOC 2.
- Participate in rotating on-call duties to ensure system uptime.
Seniority
- 7+ years of experience of full-time (not internships or contract work) experience in AI/ML or full stack software engineering
Work experience
- Built and improved production ML/NLP software systems primarily handling text/unstructured data.
- Hands-on experience in scraping, collecting, extracting, transforming, querying, analyzing, mining, distilling, and summarizing structured/unstructured data.
- Directly worked on improving quality/performance of systems powered by document classifiers, information extraction, cleaning/integration, summarization, retrieval, semantic search, knowledge graphs, statistical/neural machine learning methods, and LLMs.
- Familiarity with healthcare and medical domains
Education
- CS or Engineering from top 50 school; advanced degrees (Master's, PhD) in relevant fields are a plus
Hard skills
- Strong Python for data wrangling/munging
- Strong software engineering skills
- Strong SQL, relational data modeling, Django ORM
- Strong data/ML engineering skills
- Background knowledge in AI/ML/NLP/IE/IR (information extraction/retrieval, semantic search, knowledge graphs, data integration, statistical/neural learning, LLMs, generative AI)
Salary
$150K - $220K
Equity
0.1%-0.5%
On-site or Remote work policy
Most team members in the Bay Area come to the San Francisco office once or more weekly. While relocation is encouraged, we are a remote-first company. You must be able to work during core hours in the Pacific timezone. For compliance reasons, we cannot employ outside the United States.
Visa sponsorship available
Visa sponsorship (H1B transfers, potentially new H1B) is available.
