Software Engineer @ Fathom Inc.
5 days ago
- 5+ years of software engineering experience in a company/production setting
- Relevant experience developing backend, integrations, data pipelining, infrastructure, etc. projects in a production setting
- Hands-on backend coding and systems design experience using best practices in a company setting
- Experience with building, controlling, and monitoring secure cloud-based platforms
- Experience developing algorithms, data structures and access systems design
- An ability to define, defend, and drive technical infrastructure decisions and initiatives
- Strong computer science principles including: algorithms, databases (SQL and NoSQL), logic, etc.
- Basic operational familiarity with databases
- Problem solving skills and first principles thinking
- Effective communication and exceptional collaboration skills
- Fluency in Python and knowledge of Google Cloud
- Experience with tools like Docker, Kubernetes and/or Spark
- Familiarity with continuous integration systems like CircleCI or Jenkins and/or continuous delivery systems such as Spinnaker
- Interest in machine learning and/or healthcare
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.
About the OpportunityWe are looking for a Software Engineer, Backend to work on data products that drive the core of our business. We want to work with teammates based remotely in Poland, who are excited about building and supporting machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration.
This opportunity is worth exploring if you are someone who is passionate about intelligent automation and you get excited about being the 10X multiplier on your team. We are looking for experienced candidates who are comfortable operating with autonomy. We need you to utilize your combination of strong software engineering experience to design, deploy, and monitor all operational aspects of our platform.
,[Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronic 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 ingestion, but large-scale, cloud-based machine learning, Working to ensure the stability, security, and performance of Fathom’s platform , Developing dependable internal tools that aid our machine learning and software engineers to be more efficient in everything from infrastructure deployment, to continuous integration and testing, Maintaining and configuring internal deployment , Collaborating with our product and engineering teams to identify strategic long-term projects and preempt infrastructure needs in advance ] Requirements: Backend, Python, Infrastructure as Code, Docker, Kubernetes, Spark, CircleCI, SQL, NoSQL, Google cloud platform, Dataflow, Airflow-
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