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Datavant · 3 days ago

Data Scientist, NLP

United States

Full-time

Remote

Mid Level

$136K/yr - $170K/yr

3+ years exp

Datavant is a data platform company and the world’s leader in health data exchange. They are seeking a motivated Data Scientist to help revolutionize the healthcare industry with AI, focusing on deep medical document understanding and developing models to extract meaning from unstructured medical records.

BiopharmaClinical TrialsData IntegrationHealth CareSoftware

No H1B

Hiring Manager

Brett Campbell

Responsibilities

Play a key role in the success of our products by developing models for document understanding tasks

Perform error analysis, data cleaning, and other related tasks to improve models

Collaborate with your team by making recommendations for the development roadmap of a capability

Work with other data scientists and engineers to optimize machine learning models and insert them into end-to-end pipelines

Understand product use-cases and define key performance metrics for models according to business requirements

Set up systems for long-term improvement of models and data quality (e.g. active learning, continuous learning systems, etc.)

Qualification

Data ScienceMachine LearningNLPPythonDeep LearningSQLPyTorchDocument UnderstandingModel EvaluationNumpyPandasTensorFlowHealthcare ExperienceSpark/PySparkDatabricksLong-context ReasoningAmbiguity Navigation