Senior Machine Learning Research Scientist
New
United StatesFull-TimeSenior
Salary200,000 - 220,000 USD per year
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Job Details
- Required Skills
- Machine LearningPyTorchDeep LearningMLOps
Requirements
- Proven experience in machine learning research, including publications in top-tier conferences or journals (e.g., NeurIPS, ICML, ICLR, ACL)
- Strong hands-on experience building and training deep learning models using frameworks such as PyTorch or JAX
- Deep understanding of neural network architectures, distributed training, and large-scale model development
- Experience working with multi-GPU or multi-node training environments for large language models
- Ability to deploy research models into production systems and work with MLOps workflows
- Strong analytical, debugging, and problem-solving skills in complex ML systems
- Excellent communication skills with the ability to explain technical concepts clearly
- Interest in healthcare AI and willingness to develop domain expertise in clinical data
Responsibilities
- Lead end-to-end machine learning research initiatives, from ideation and experimentation to production deployment and ongoing model monitoring.
- Design novel algorithms, improve existing systems, and help shape the organization’s broader AI research direction.
- Lead research and development of advanced ML models, including LLM alignment, self-supervised learning, and multimodal architectures.
- Design, implement, and evaluate new algorithms and baseline models using modern deep learning frameworks.
- Collaborate with engineering teams to deploy models into production and ensure performance monitoring and reliability.
- Contribute to data-centric AI efforts, including dataset design, curation, and experimental methodology.
- Develop novel approaches for retrieval, attribution, hallucination detection, and explainability in generative systems.
- Participate in research dissemination, scientific writing, and external academic engagement.
- Work closely with cross-functional teams to integrate clinical domain knowledge into ML solutions.
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