Remote Senior ML/AI Researcher II - ML and AI modeling

Description:

• As a Senior ML/AI Researcher II, you will develop ML and AI solutions that will improve health for millions of people.
• You will collaborate with engineering and analytics teams to integrate AI technology into existing products and workflows.
• This role involves working with one of the most extensive data sets of medical records, diagnoses, claims, and prescriptions.
• You will have the unique opportunity to train, fine-tune, and use AI models using medical data collected from millions of patients across the country.
• Primary duties include training and fine-tuning models using off-the-shelf and novel ML/AI techniques to solve optimization problems for the company.
• You will work with large, complex data sets, conducting difficult, non-routine analysis and harvesting data.
• You are expected to deliver working proof of concept (POC) solutions that address speed, scalability, and time-to-market tradeoffs.

Requirements:

• A BA/BTech in Statistics, Data Science, Computer Science, or a related field is required.
• You must have 6+ years of relevant statistical analysis experience.
• You should have 6+ years of relevant machine learning experience, including ML modeling, hyperparameter tuning, feature engineering, and model validation.
• An understanding of causal inference and treatment effects estimation is necessary.
• You need 3-5 years of experience selecting, implementing, and optimizing ML tools and frameworks for large-scale projects.
• A minimum of 2+ years of experience with the Python programming language is required.
• You should have at least 1+ years of relevant deep learning and large language model (LLM) experience.
• Experience working with large-scale distributed systems and statistical software (e.g., Spark) for 1+ years is required.
• You must have experience addressing challenges from incomplete, unrepresentative, and mislabeled data.
• Contributions to the field, such as publications, patents, or successful large-scale implementations, are expected.

Benefits:

• The position offers the opportunity to work remotely from anywhere in the United States.
• You will be part of a team that empowers primary care physicians with technology to improve patient health and prevent unnecessary hospitalizations.
• The role provides access to one of the most extensive data sets in the healthcare industry, allowing for impactful work.
• You will have the chance to collaborate with cross-functional teams, enhancing your professional network and skills.
• The company supports continuous learning and development in the rapidly evolving field of ML and AI.