Data Scientist

San Bruno, CA

Full-time

Onsite

$119K/yr - $169K/yr

Entry, Mid Level

Verily is an Alphabet health tech company focused on research, care, and health financing to deliver on the promise of precision health. As a Data Scientist, you will support the mission of driving innovation in evidence generation for research and care decisions by developing and deploying models that enable scalable curation of real-world data.

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Responsibilities

Work closely with cross-functional partners to design and create longitudinal datasets integrating multiple data sources
Build and implement highly accurate machine learning models / AI tools using sparsely labeled healthcare datasets
Implement, build on and augment existing LLM/NLP tools to maximize the value of using unstructured medical data across a range of research and care applications
Become an expert in our data’s capabilities and limitations. Solve difficult, non-routine analysis problems, handling data challenges from a real-world setting

Qualification

Required

Advanced degree in a quantitative discipline (e.g., data sciences, statistics, biomedical informatics, computer science, applied mathematics, or similar), or equivalent practical experience
2+ years experience applying advanced machine learning and AI techniques (supervised and unsupervised methods, LLMs, NLP) to clinical data
Direct experience working with and curating real-world data, such as EHR, including a deep understanding of the complexities of this structured and unstructured clinical data
Strong proficiency in Python

Preferred

Familiarity with medical terminologies and ontologies
Familiarity with software engineering practices and experience developing production software
Experience working with clinical subject matter experts
Ability to work cross-functionally on teams, with a tolerance for ambiguity
Creative and methodical problem solving: understand needs, identify options, form hypotheses, generate robust results, make informed decisions, and learn faster through feedback

Benefit

Verily is an Alphabet health tech company focused on research, care, and health financing to deliver on the promise of precision health. It is a sub-organization of Alphabet.

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