ML Postdoc Researcher - Healthcare AI Innovation
ChatGPT Jobs, Bellevue, WA, United States
Job Description
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.
Qualifications
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.
Preferred
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.
Company
Truveta is a healthcare data platform headquartered in Bellevue, USA, with 201‑500 employees.
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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.
Qualifications
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.
Preferred
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.
Company
Truveta is a healthcare data platform headquartered in Bellevue, USA, with 201‑500 employees.
#J-18808-Ljbffr