Data Scientist, One Medical - Clinical Effectiveness

Amazon.com Services LLC - A57; San Francisco (CA); On-site; USD 90,000 - 150,000; Full time

Job summary

An established industry player is seeking a Senior Data Scientist to drive impactful solutions in healthcare. In this role, you will work closely with clinical leaders to analyze data that enhances patient safety and care quality. You'll design data pipelines leveraging generative AI models and collaborate with a talented team of data scientists. This position offers a unique opportunity to influence healthcare outcomes while working in a dynamic environment. If you're a self-driven problem solver with a passion for data science, this role is perfect for you.

Qualifications

• 2+ years of experience as a data scientist with a strong focus on healthcare.
• Expertise in Python and SQL with a background in statistical modeling.

Responsibilities

• Conduct statistical analyses to assess clinical effectiveness and patient safety.
• Collaborate with stakeholders to deliver high-quality AI/ML solutions.

Skills

Data Analysis

Statistical Modeling

Machine Learning

Problem Solving

Communication

Education

Master's degree in a quantitative field

Bachelor's degree in a quantitative field

Tools

Python

SQL

AWS Services

MLFlow

Sagemaker

Snowflake

Job description

The mission of One Medical's Clinical Effectiveness team is to deliver standard-setting health outcomes for our patients, while reducing total cost of care.

We are looking for a Senior Data Scientist with a track record of independently delivering impactful Data Science solutions working hand-in-hand with technical and non-technical stakeholders.

Working closely with clinical and cross-functional leaders from across the organization, you will strive to understand, define and help solve problems in domains that include patient safety, value-based care, cardiometabolic health, mental health, population health, clinical-operational efficiency, among others.

If you are a self-driven problem solver, we would love to hear from you!

Key job responsibilities

• Work cross-functionally with clinical leaders to plan and execute statistical analyses to assess the impact of our clinical effectiveness, patient safety, and care quality initiatives.
• Communicate analytical results and methods to a mixture of technical and non-technical stakeholders.
• Collaborate with other Data Scientists in defining requirements, establishing success metrics, and delivering high-quality AI / ML-based solutions.
• Contribute to the continuous improvement of team processes and tooling.

A day in the life

• Ownership of clinical effectiveness statistical analyses, including stakeholder management.
• Design and develop data pipelines that leverage generative AI models (LLMs).
• Write complex queries of large healthcare datasets.
• Participate in code reviews and design discussions.
• Provide input to inform the team's roadmap and technology strategy.

BASIC QUALIFICATIONS

• 2+ years of data scientist experience
• 3+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical / mathematical software (e.g. R, SAS, Matlab, etc.) experience
• 3+ years of machine learning / statistical modeling data analysis tools and techniques, and parameters that affect their performance experience
• Experience applying theoretical models in an applied environment

PREFERRED QUALIFICATIONS

• Master's degree or above in a quantitative field such as statistics, mathematics, data science, business analytics, economics, finance, engineering, or computer science
• Experience working with healthcare data, or a strong interest in the domain.
• Expert-level proficiency in Python and SQL.
• Experience with modern cloud infrastructure including Snowflake, MLFlow, Sagemaker, and other AWS services.
• Experience with LLM prompting techniques and evaluation.
• Experience in patient safety, safety analysis, reliability engineering, or a related field.

Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.

Los Angeles County applicants : Job duties for this position include : work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service; and follow all federal, state, and local laws and Company policies. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness and professionalism, and safeguard business operations and the Company’s reputation. Pursuant to the Los Angeles County Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

Our inclusive culture empowers Amazonians to deliver the best results for our customers.

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Clinical Scientist • San Francisco, California, USA