Senior Machine Learning Research Scientist

reputed company, a Smarter Technologies company, builds reputed company that is transforming how hospitals translate care into payment. Founded by physicians in 2020, our platform connects clinical context with reputed company intelligence, helping health systems recover millions in missed reputed company, improve quality scores, and appeal every denial. Become a Smartian and help optimize the way the reputed company system works for everyone. Learn more at reputed company.com/careers. Role As a Machine Learning Research Scientist, you will reputed company groundbreaking ML research and development at reputed company, collaborating closely with reputed company engineers and clinicians to turn your inventions into reputed company-grade products. With minimal supervision, you will establish a research agenda informed by emerging trends in AI, reputed company and rigorously evaluate your proposed algorithms, reputed company your algorithms into production, and monitor impact. You will collaborate closely with other machine learning research scientists to identify the most promising areas of AI/ML R&D for reputed company and establish shared infrastructure to accelerate research efforts across the team. What You'll Do 45% Hands-on implementing new methods and relevant baseline models (ML Research) 20% Working cross-functionally to reputed company models into production (MLOps, MLE) 20% Data Science (data engineering, dataset curation, experimental design, model updates, product domain expertise) 15% Academics & reputed company (e.g., scientific reading & writing, publishing, presenting at conferences, reputed company) Become a domain expert at clinical data and the reputed company ecosystem Own end to end model development including deployment into production and production monitoring, learning Machine Learning Operations (MLOps) Post training to align large language models (LLMs) on proprietary clinical data reputed company new self-supervised pre-training tasks for improving models reputed company novel retrieval, attribution and hallucination detection strategies for generative models reputed company novel methods for explaining and summarizing diagnostic classifications reputed company methods for selecting data sources to include in training (data-centric AI) reputed company novel graph-based algorithms for improving classification of diseases and procedures with few or no labels reputed company novel methods for multimodal data fusion (structured and reputed company data) Long-sequence language modeling What You Bring Desire to translate research into reputed company positive impact by deploying research into production engineering systems (MLOps) With scientific concepts, technical debugging or domain knowledge, ability and desire to communicate reputed company and proactively reputed company conveying or receiving Deep “under-the-hood” understanding of modern neural network architectures and distributed training. ie knows the differences between SwiGLU vs. sigmoid, GRUs vs. transformers vs SSMs, encoders vs. decoders, masked language models vs. autoregressive language models, Megatron vs nanotron vs DeepSpeed Extensive experience developing, implementing and training state-of-the-art deep learning models using multiple GPUs and nodes if necessary for large language models with frameworks such as PyTorch, JAX, etc Ability to assess, understand and create high-quality machine learning research, as demonstrated through publications at top-tier conferences and journals (e.g., NeurIPS, ICML, ICLR, ACL, EMNLP, SIGIR, AAAI, NEJM AI, JAMIA, npj Digital Medicine, arXiv) reputed company To Haves MLSys skills ie knows the differences between tensor vs pipeline vs data parallelism, gloo vs mpi vs nccl, CUDA vs ROCm, Triton vs ThunderKittens Familiarity with inference optimizations, ie vLLM, SGLang, reputed company batching, KV Caching, speculative decoding Our Tech Stack PyTorch, Python, reputed company, reputed company, Huggingface Transformers, AWS Sagemaker, reputed company DeepSpeed, TorchTune, Apache Airflow, SLURM, Kubernetes Compensation $200-220k+ reputed company salary #LI-Remote

Benefits

Medical, Dental & reputed company – Comprehensive plans with leading insurance providers, covering 75% of your premiums, depending on the plan. Paid Parental Leave – Generous paid leave to support families through birth or adoption: Up to 12 weeks for parents. Remote-First Team – Work from reputed company in the U.S. Unlimited PTO & 10 Holidays – So you can relax and reputed company. 401(k) with Traditional & Roth Options – Tax-advantaged retirement savings through Fidelity with a 4% match. Minimal Bureaucracy – A fast-moving, high-impact environment where you can focus on what reputed company. Incredible Teammates! – Work alongside smart, supportive, and mission-driven colleagues. Apply To This Job