What are the responsibilities and job description for the ML Postdoc Researcher - Healthcare AI Innovation position at ChatGPT Jobs?
Job Description
Job Summary
Truveta is seeking a highly motivated Postdoctoral Researcher to explore and develop novel applications of AI/ML technologies on large-scale real-world clinical data.
Responsibilities
Required
Truveta is a healthcare data platform headquartered in Bellevue, USA, with 201-500 employees.
Job Summary
Truveta is seeking a highly motivated Postdoctoral Researcher to explore and develop novel applications of AI/ML technologies on large-scale real-world clinical data.
Responsibilities
- Identify and propose novel, high-impact applications of AI/ML using large-scale EHR data.
- Design, develop, and evaluate state-of-the-art models (e.g., foundation models, multimodal learning, causal ML, generative AI).
- Integrate structured and unstructured EHR data with emerging data types such as genomics, imaging, and clinical notes.
- Partner with clinicians, data scientists, and product teams to translate research ideas into real-world solutions.
- Contribute to top-tier conferences/journals and represent Truveta in the research community.
- Proactively identify problems that have not yet been addressed and define new research directions.
Required
- Collaborate with researchers and engineers to design, develop, and refine large language models and generative models for various applications.
- Utilize expertise in machine learning and natural language processing to develop novel algorithms and methodologies for generative modeling tasks.
- Implement, train, and fine-tune LLM and GPT-like models on large-scale datasets to ensure optimal 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 next generation of innovation in trustworthy healthcare.
- Experience with healthcare data (EHRs, claims, clinical notes) or biomedical data (genomics, imaging).
- Familiarity with cutting-edge areas such as: Foundation models / LLMs in healthcare, Multimodal learning, Causal inference, Representation learning on longitudinal data.
- Track record of publications in top-tier ML or healthcare venues (e.g., NeurIPS, ICML, ICLR, MLHC, AMIA).
- Ability to work across disciplines and communicate with both technical and clinical stakeholders.
Truveta is a healthcare data platform headquartered in Bellevue, USA, with 201-500 employees.