Senior Software Engineer

1 month ago

Old Toronto, Ontario, Canada Fathom Full time
About Fathom

Fathom is a venture-backed company on a mission to revolutionize the way medical data is understood and structured using AI. Our deep learning engine automates the translation of patient records into billing codes, a process that costs hospitals billions annually. We're looking for a talented Senior Software Engineer to join our team and work on data products that drive our business.

Your Role and Responsibilities

As a Senior Software Engineer, you will be responsible for developing data infrastructure to ingest, sanitize, and normalize medical data from various sources. You will build performant and expressive interfaces to the data and create infrastructure to scale up data ingest and large-scale cloud-based machine learning.

Requirements
  • 5+ years of software engineering experience in a production setting
  • Knowledge of algorithms, data structures, and systems design
  • Experience building data pipelines from disparate sources
  • Hands-on experience building and scaling up compute clusters
  • A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark
  • A unique combination of creative and analytic skills to design a system capable of pulling together, training, and testing dozens of data sources under a unified ontology
Bonus Points
  • Experience with machine learning, including working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python's NLTK
  • Expertise with wrangling healthcare data and/or HIPAA
  • Experience with managing large-scale data labeling and acquisition through tools like Amazon Turk or DeepDive
What We Offer
  • Company Equity
  • PTO and Uncapped Sick Days
  • 401k Matching
  • $1,500 USD Home Office Budget
  • Virtual and Local Office Team Building Events

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