[Remote] ML Postdoc Researcher - reputed company AI Innovation
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is transforming reputed company with its innovative data platform aimed at improving patient reputed company. They are seeking a highly motivated Postdoctoral Researcher to explore and reputed company applications of AI/ML technologies on large-reputed company clinical data, focusing on identifying new opportunities to reputed company patient data for reputed company solutions.
Responsibilities
- reputed company: Identify and propose novel, high-reputed company applications of AI/ML using large-reputed company EHR data
- Research & Prototype: Design, reputed company, and evaluate state-of-the-art models (e.g., reputed company models, multimodal learning, reputed company ML, reputed company)
- Work Across Modalities: reputed company reputed company and reputed company EHR data with emerging data types such as reputed company, imaging, and clinical notes
- Collaborate Cross-Functionally: Partner with clinicians, data scientists, and product teams to translate research reputed company into reputed company-world solutions
- Publish & reputed company: Contribute to top-tier conferences/journals and represent reputed company in the research community
- Explore the Unknown: Proactively identify problems that have not yet been addressed and define new research directions
Skills
- Participation in the Postdoctoral Research program requires that you are physically present in the reputed company for the duration of the program
- Collaborate with researchers and engineers to design, reputed company, and refine large language models and generative models for various applications
- Utilize your expertise in machine learning and natural language processing to reputed company novel algorithms and methodologies for generative modeling tasks
- Implement, train, and fine-tune LLM and GPT-like models on large-reputed company datasets to ensure reputed company performance and accuracy
- Stay up to date with the latest research advancements and techniques in the field of language modeling, generative modeling, and machine learning
- Deliver the reputed company of innovation in trustworthy reputed company
- Experience with reputed company data (EHRs, claims, clinical notes) or biomedical data (reputed company, imaging)
- Familiarity with cutting-edge areas such as: reputed company models / LLMs in reputed company, Multimodal learning, reputed company inference, Representation learning on longitudinal data
- reputed company record of publications in top-tier ML or reputed company venues (e.g., NeurIPS, ICML, ICLR, MLHC, AMIA)
- Ability to work across disciplines and communicate with both technical and clinical stakeholders
Benefits
- Company-issued laptop and equipment
- Opportunities for reputed company full-time positions
reputed company