Machine Learning Scientist (All Levels) at Abridge in New York, NY

Summary: Abridge is a company focused on enhancing healthcare understanding through AI-powered solutions. They are seeking research scientists with expertise in machine learning and natural language processing to advance their innovative platform and contribute to impactful healthcare products. 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 Required Qualifications: - 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 Required Skills: Machine Learning, Natural Language Processing, Deep Learning Libraries Important Skills: Programming Skills, Research Background 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, ... and much more!