Senior Applied AI/ML Scientist (Medtech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Applied AI/ML Scientist (AI/ML): Developing and optimizing multimodal Large Language Models (LLMs) for AI-based automation in healthcare with an accent on fine-tuning, RAG, and document understanding. Focus on building conversational AI products, creating scalable ML data pipelines, and productionizing customized models for complex real-world medical use cases.
Location: Remote (US). Specific salary ranges are provided for New York, NY and Denver, CO.
Salary: $142,800 - $225,500 USD
Company
An enterprise health technology company providing a comprehensive suite of solutions for employers and health plans to rebuild trust in the US healthcare infrastructure.
What you will do
- Investigate and evaluate latest LLM/MLM models for accuracy and efficiency in healthcare use cases.
- Develop data pipelines for ML training and perform domain-specific fine-tuning of LLMs.
- Productionize ML solutions for document understanding, Search, QnA, GenAI, and Virtual Agents.
- Manage the full ML lifecycle, including problem definition, feature engineering, training, validation, and deployment.
- Participate in code reviews, testing, and troubleshoot AI model integrations and backend services.
- Ensure the security and compliance of healthcare data adhering to HIPAA regulations.
Requirements
- Bachelor’s or Master’s degree in Computer Science, ML, or a quantitative field (PhD preferred).
- Minimum 4 years of industry experience in applied AI/ML research and development.
- Strong proficiency in Python and familiarity with PyTorch.
- Experience training autoregressive models (LLaMA, GPT-x, Mistral) using HuggingFace and Deepspeed.
- Experience with ML platforms such as AWS Sagemaker, Azure ML, or Databricks.
- Must be based in the US to comply with regional salary and regulatory requirements.
Nice to have
- Experience in healthcare or life sciences.
Culture & Benefits
- Mission-oriented, high-growth startup environment focused on transforming healthcare.
- Collaborative team culture emphasizing innovation and product quality.
- Remote-friendly work arrangement with a focus on strong written communication.
- Inclusive workplace committed to equal employment opportunities.
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