Resumen del rol

Machine Learning Scientist (All Levels)

Requisitos y responsabilidades

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What You'll Do

  • Advance the state of the art in medical NLP, in areas including conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation.
  • Actively contribute to the wider research community by sharing and publishing original research
  • Help to define important problems, identify appropriate baselines, develop state-of-the-art methods, and ship them into production.
  • Dial deeply into real-time feedback from clinicians to guide further refinements and innovations
  • Be results-oriented in the face of ambiguous problems and uncertain outcomes

What You'll Bring

  • Strong research background, as demonstrated through papers and a graduate degree (MS or PhD) in Electrical Engineering, Computer Sciences, Mathematics, or equivalent experience.
  • High-impact publications at peer-reviewed AI conferences (e.g. ACL, COLM, EACL, NAACL, NeurIPS, ICML, ICLR, Interspeech, ICASSP, SLT, MLHC, ML4H).
  • Significant real-world impact, as demonstrated through open source contributions and deployed technology.
  • Strong programming skills with proven experience crafting, prototyping, and delivering machine learning solutions into production.
  • Experience with deep learning libraries (e.g. PyTorch, Jax, Tensorflow) and platforms, multi-GPU training, and statistical analyses of observational and experimental data.

How we take care of Abridgers:

  • Generous Time Off: 14 paid holidays, flexible PTO for salaried employees, and accrued time off for hourly employees
  • Comprehensive Health Plans: Medical, Dental, and Vision coverage for all full-time employees and their families.
  • Generous HSA Contribution: If you choose a High Deductible Health Plan, Abridge makes monthly contributions to your HSA.
  • Paid Parental Leave: Generous paid parental leave for all full-time employees.
  • Family Forming Benefits: Resources and financial support to help you build your family.
  • 401(k) Matching: Contribution matching to help invest in your future.
  • Personal Device Allowance: Tax free funds for personal device usage.
  • Pre-tax Benefits: Access to Flexible Spending Accounts (FSA) and Commuter Benefits.
  • Lifestyle Wallet: Monthly contributions for fitness, professional development, coworking, and more.
  • Mental Health Support: Dedicated access to therapy and coaching to help you reach your goals.
  • Sabbatical Leave: Paid Sabbatical Leave after 5 years of employment.
  • Compensation and Equity: Competitive compensation and equity grants for full time employees.
  • ... and much more!
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