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Data Scientist
ML/NLP
Posted on 8/10/2022
INACTIVE
Locations
San Francisco, CA, USA • Remote • New York, NY, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
SQL
Natural Language Processing (NLP)
Python
Requirements
  • You have 3+ years of relevant working experience in a technical capacity
  • You have a strong background in applying ML to solve real-world problems
  • You have collaborated with other technical team members in a production development environment using formal version control, Python, and SQL
  • You have led large, cross-functional initiatives and excel at influencing decision-making without authority
  • You have experience with NLP and Deep Learning
  • You have ML experience in a healthcare setting
  • You have experience with the risks of bias in machine learning, health equity research/analysis or have worked with underrepresented groups in a clinical research setting
Responsibilities
  • Interface with internal scientific stakeholders and customers to understand what data they need to conduct high quality research
  • Apply ML and NLP techniques to turn raw clinical data into high quality research variables
  • Work with quantitative scientists and oncologists to validate that your models can be used to generate sound scientific insights
  • Collaborate with other Data Scientists on our team and across the company to level-up our ML capabilities by developing new ML architectures
  • Work cross-functionally with software engineers to productionize these new variables
Flatiron Health

1,001-5,000 employees

Improving healthcare by learning from the experience of cancer patients
Company Overview
Flatiron seeks to identify and solve problems that drive work that moves the needle for customers and patients. In short, they seek to learn and improve cancer research from each patient.
Benefits
  • Work/life autonomy via flexible work hours and flexible paid time off
  • Generous parental leave (16 weeks for either parent)
  • Transition back to work program following parental leave
  • Child and caregiver travel benefits for new parents
  • Backup child care
  • Weekly meditation sessions
  • Flatiron-sponsored fitness classes
  • Weekly massages and manicures available onsite (employee funded)
Company Core Values
  • Solve problems that matter
  • Be kind
  • Start with why
  • Think yes before no
  • Focus on your customer
  • Seek feedback at 30%
  • Be willing to sit on the floor
  • Know when to startup and when to scale
  • Learn, teach and grow
  • Do the right thing