Senior Software Engineer, Fathom Health
Backend/Data
$175-220k
+ Company Equity
3 days a week in office (Manhattan, NY)
Medical coding automation platform
Job no longer available
Medical coding automation platform
21-100 employees
Job no longer available
$175-220k
+ Company Equity
3 days a week in office (Manhattan, NY)
21-100 employees
Company mission
Fathom Health's mission is to help structure the world's healthcare data through its medical coding automation platform.
Role
Who you are
- 5+ years of software engineering experience in a company/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 and the ability to evaluate which tools to use on the job
- A unique combination of creative and analytic skills apt of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology
- A desire to collaborate in office 3 days weekly
Desirable
- Know-how of developing systems to do or support machine learning, including experience 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 labelling and acquisition, through tools such as through Amazon Turk or DeepDive
What the job involves
- 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
Our take
Medical coding is a process in the healthcare industry that greatly improves how teams understand and treat different health issues, with human medical coders typically handling the data analysis process. However, humans are greatly limited in how much data they can process even when aided by technology, and this shows room for an AI application within the medical coding landscape.
Fathom Health provides an AI-driven medical coding automation platform, allowing businesses to automate coding processes to maximize speed and accuracy whilst reducing staffing costs. The platform also integrates with human-based coding teams, featuring a real-time audit automation tool, progress tracker, and security suite.
While medical coding platforms are used in most healthcare facilities, Fathom Health has been wise to apply AI-driven automation to the tools that would normally be featured, greatly optimizing workflows for medical coding teams. Through this approach, the company aims to help businesses reduce audit speeds, optimize manual workflows, and reduce staffing costs with end-to-end medical coding AI.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (2 rounds)
Nov 2022
$46m
SERIES B
May 2019
$14.9m
EARLY VC
Total funding: $60.9m
Company HQ
South Beach, San Francisco, CA
Articles
Leadership
Andrew Lockhart
(CEO)Experience as Principal for StartX from 2010 to 2012. Co-founder of Sidekick Labs from 2012 to 2015 and of TinyRx from 2015 to 2016.
Christopher Bockman
(CTO)Head of Product Management for Meraki, Inc. from 2012 to 2013. Co-founder of TinyRx from 2015 to 2016.
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