Senior Software Engineer, Data

Fathom is seeking a Senior Software Engineer, Data to join their team in the Bay area. The company's mission is to utilize AI to analyze and structure medical data, starting with clinician notes in electronic health records. The role involves developing data infrastructure, building interfaces, and creating cloud-based machine learning infrastructure. The ideal candidate should have at least 5 years of development experience and expertise in building data pipelines.

• Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data
• Building performant and expressive interfaces to the data
• Creating infrastructure to help scale up data ingest and large-scale cloud-based machine learning
• 5+ years of development experience in a company/production setting
• Experience building data pipelines

• 5+ years of development experience in a company/production setting
• Experience building data pipelines
• Expertise in ingesting, sanitizing, and normalizing medical data
• Familiarity with electronic health records, journals, medical ontologies, and crowd-sourced labeling
• Ability to build performant and expressive interfaces to data
• Knowledge of large-scale cloud-based machine learning
• Strong understanding of data infrastructure development
• Ability to scale data ingest operations
• Strong organizational and collaboration skills

• Competitive salary range of $160,000 - $220,000 USD
• 5+ years of development experience in a company/production setting
• Experience building data pipelines from disparate sources
• Hands-on experience building and scaling up compute clusters
• Solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark
• Ability to evaluate which tools to use on the job
• Unique combination of creative and analytic skills
• Bonus points for know-how of developing systems to do or support machine learning
• Bonus points for expertise with wrangling healthcare data and/or HIPAA
• Bonus points for experience with managing large-scale data labelling and acquisition through tools such as Amazon Turk or DeepDive