Machine Learning Scientist (All Levels)

Summary

Abridge is a company focused on improving healthcare through AI-powered solutions. They are seeking a Machine Learning Scientist to advance their work in medical NLP, contributing to research and development that directly impacts clinical documentation and patient care.

Responsibilities

• 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

Skills

• 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

Qualifications

Must Haves

• 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

Benefits

• 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.