Help us improve healthcare for everyone.

Our team is making genetic information accessible to all.

Senior Software Engineer, Machine Learning

Description

Invitae is a technology driven company whose mission is to use genetic information to empower doctors and patients to make informed medical decisions throughout their life.  Our software engineers work on a variety of projects ranging from innovations in healthcare systems to taming the chaos of biology.  We're constantly improving our tools and technologies to deliver the highest quality actionable information to doctors and patients. About the Team: This is a lead role in a new team called 2050 (as in the year).  We named it 2050 because we want people that can think long term in the healthcare space.  We’re looking for someone comfortable with healthcare data to develop models, algorithms, or suggest a new course of action that enables Invitae to continue its rapid growth.  

What are some examples of work you might do

  • Develop a classifier to predict variant classification (e.g., probability of pathogenicity)
  • Use NLP techniques to “read” papers and gather evidence for variants and genes
  • Optimize our reimbursement strategy

We're looking for engineers with

  • Experience developing predictive models using various types of healthcare data (e.g., genomic/proteomic data, claims, EMRs)
  • Industry experience building machine learning infrastructure to facilitate rapid iterations
  • Proven track record of building and leading a team and delivering projects on time
  • Solid understanding of families of models, feature engineering, feature selection and other practical machine learning issues
  • Good understanding of open source tools and techniques

At Invitae, we value diversity and provide equal employment opportunities (EEO) to all employees and applicants without regard to race, color, religion, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. We will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of the San Francisco Fair Chance Ordinance.

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Invitae does not accept third party agency resumes or profiles. Any unsolicited resumes or profiles without an agreement in place become the property of Invitae, and Invitae is not responsible for any fees should a candidate be subsequently hired or placed within the company.