Software Engineer (Backend/Data)

Fathom • Full-time • San Francisco Bay Area, US • 14h ago

Fathom is on a mission to use AI to understand and structure the world’s medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world’s largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022.

We are looking for an Software Engineer (Backend/Data) to work on data products that drive the core of our business. We want to work with teammates based in the San Francisco Bay area, who are excited about learning how to build and support machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration. If you’d like to become a backend expert who can unify data, and build systems that scale for both operations and organization, then Fathom is your next big opportunity!

Your role and responsibilities will include:

Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronics health records, journals, established medical ontologies, crowd-sourced labelling and other human inputs
Building performant and expressive interfaces to the data
Creating infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning

We are looking for a teammate with:

2+ years of software engineering experience in a company/production setting
Relevant experience developing backend, integrations, data pipelining, infrastructure, etc. projects in a production setting
Problem solving skills and first principles thinking
Strong computer science principles including: algorithms, data structures, logic, etc.
Hands-on backend coding and/or systems design using best practices in a company setting
Effective communication and exceptional collaboration skills

Bonus points if you have:

Proficiency in coding with python or another modern backend language
Expertise with wrangling healthcare data and/or HIPAA
Experience with managing large-scale data labelling and acquisition

Compensation:

Salary: $100,000 USD - $175,000 USD
Company Equity

Benefits:

PTO and Uncapped Sick Days
Medical/Dental/Vision Coverage
401k Matching
$1,500 USD Home Office Budget
Virtual and Local Office (San Francisco, New York City and Toronto) Team Building Events
Annual Company Off-site