ML Postdoc Researcher – Healthcare AI Innovation

🔥 2 minutes ago

☕ Washington – Remote

☕ Washington – Remote

💵 $50 - $60 / hour

👨‍🎓 Internship

🟡 Mid-level

🟠 Senior

🤖 Artificial Intelligence

🦅 H1B Visa Sponsor

This company has sponsored H1B visas in the past.

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Truveta

WebsiteLinkedInAll Job Openings

51 - 200 employees

Founded 2020

🏥 Healthcare

⚕️ Healthcare Insurance

🤖 Artificial Intelligence

💰 $100M Venture Round on 2021-11

Healthcare • Healthcare Insurance • Artificial Intelligence

Truveta is a healthcare data company dedicated to transforming patient care through insights derived from real-world data. With a robust dataset of over 120 million patients, including clinical notes and images, Truveta leverages advanced analytics and AI models to enhance therapy adoption, improve healthcare quality, and support public health initiatives. By providing comprehensive and timely patient journey data, Truveta empowers healthcare organizations to address disparities and innovate in treatment approaches, ultimately saving lives with data.

📋 Description

• Identify and propose novel, high-impact AI/ML applications using large-scale EHR data • Design, develop, and evaluate state-of-the-art models, including foundation models, multimodal learning, causal ML, and generative AI • Integrate structured and unstructured EHR data with genomics, imaging, and clinical notes • Collaborate with clinicians, data scientists, product teams, researchers, and engineers • Translate research ideas into real-world healthcare solutions • Contribute to top-tier conferences and journals • Represent Truveta in the research community • Identify unaddressed problems and define new research directions • Deliver innovation in trustworthy healthcare

🎯 Requirements

• Recent PhD graduate • Expertise in machine learning and natural language processing • Ability to design, develop, and refine large language models and generative models • Ability to implement, train, and fine-tune LLM and GPT-like models on large-scale datasets • Knowledge of language modeling, generative modeling, and machine learning research advancements • Physical presence in the United States for the duration of the program • Preferred: Experience with healthcare data or biomedical data • Preferred: Familiarity with foundation models/LLMs in healthcare, multimodal learning, causal inference, and representation learning on longitudinal data • Preferred: Track record of publications in top-tier ML or healthcare venues • Preferred: Ability to work across disciplines and communicate with technical and clinical stakeholders

🏖️ Benefits

• Competitive compensation • Company-issued laptop and equipment • Opportunities for future full-time positions

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