Senior Software Engineer, Machine Learning

Company: OM1, Inc.
Location: Boston, Massachusetts, United States
Type: Full-time
Posted: 28.MAY.2021
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Summary

OM1 is on a mission to improve health outcomes by unlocking the power of data. We are a healthcare data and technology company focused on re...

Description

OM1 is on a mission to improve health outcomes by unlocking the power of data. We are a healthcare data and technology company focused on real world clinical data and outcomes, accelerating medical research and personalizing healthcare. Our interdisciplinary team uses expertise in medicine, software, Big Data, machine learning, public health and statistics to transform records from a diverse set of sources into enriched, research grade data containing unique insights in a variety of disease areas.


We're looking for Machine Learning Engineers to lead our efforts to automatically understand and process unstructured medical data at large scale. Our product-focused team embraces creative, rigorous, innovative approaches and experimentation, while emphasizing high quality code, user-friendliness (data is a first-class product here), and rapid iteration. We enjoy solving problems collaboratively, working with clinicians, epidemiologists, biostatisticians, and other data engineers/scientists.


Estimates show that as much as 90% of medical data is unstructured. Come join us in systematically shining light on this data to build the leading edge of modern medicine.


RESPONSIBILITIES:


Help design, build, test, deploy, and monitor our platform that seeks to understand clinical text at large scale, as a means to measure and predict patient outcomes.


REQUIREMENTS:


  • Experience in Machine Learning, Statistics, and/or Natural Language Processing, plus strong interest in developing further expertise
  • Software engineering experience, developing and deploying production code
  • Experience or interest in large scale data pipelines and distributed systems
  • Strong technical judgement, knowing how to evaluate risks of different approaches in the face of product goals
  • At least 2 years working with large datasets using SQL and/or Spark

OM1 is an equal employment opportunity employer and considers qualified applicants without regard to gender, sexual orientation, gender identity, religion, race, veteran or disability status. At OM1 ensuring that people feel respected, valued, and included is essential to our success. We are committed to working together to provide a work environment that embraces the principles of diversity, equity, and inclusion.


Direct applicants only - No agencies

 
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