ABOUT Healthcare · 3 hours ago
Data Scientist
Minneapolis–Saint Paul, WI
Full-time
Hybrid
Mid, Senior Level
3+ years expABOUT Healthcare is seeking a skilled and innovative Data Scientist to help expand our predictive analytics capabilities and advance our mission to revolutionize hospital operations. This role will work at the intersection of AI/ML, healthcare, and operations to develop and scale machine learning models that deliver actionable insights to hospitals.
Health CareInformation TechnologySoftware
Responsibilities
Build and refine machine learning models for ABOUT products including discharge forecasting, aggregate admission/discharge predictions, patient-level progress tracking, and next level of care predictions
Analyze complex healthcare datasets to identify trends, challenges, and actionable opportunities
Collaborate with engineers to deploy AI/ML solutions into production, ensuring reliability and scalability
Partner with product managers, operations teams, and customers to define and implement data-driven features and metrics
Work with AWS infrastructure (S3, Glue, Athena, Timestream, Bedrock, Nova, SageMaker) to contribute to feature pipelines and ensure data used for modeling is reliable, well-structured, and scalable
Demonstrate experience and depth in building products through applying LLMs or other AI domains like NLP, ML or deep learning
Capable of developing, testing, and operationalizing data science and LLM solutions in collaboration with engineering teams, with a strong understanding of production systems and software best practices
Partner with data engineering and platform teams to ensure data availability, quality, and readiness for modeling and analytics. Contribute to data transformations, feature pipelines, and validation logic required to support reliable AI/ML solutions
Optimize model accuracy and efficiency through testing, monitoring, and iteration
Present technical findings and recommendations to stakeholders in an easily understandable way
Perform other duties as assigned
Qualification
Required
Bachelor's in data science, Computer Science, Statistics, or related field (or equivalent experience)
3-6+ years of experience developing and deploying machine learning models in production
Proficiency in Python (or R), SQL, and common ML libraries (e.g., Scikit-learn, TensorFlow, PyTorch)
Experience working with cloud technologies, particularly AWS (e.g., S3, Glue, Timestream, Bedrock, Nova, sageMaker)
Strong analytical skills and ability to interpret complex datasets
Knowledge of ETL processes, feature engineering, and real-time forecasting methods
Excellent communication skills with the ability to present technical concepts to non-technical stakeholders
Working knowledge of software engineering and data engineering best practices (e.g., version control, testing, modular code, data pipelines), with demonstrated experience collaborating with engineering teams
Correct business English, including spelling, grammar and punctuation
Medical Terminology
Health system operating and working models
Business planning and development
Using initiative and independent judgment within established department guidelines
Contributing effectively to the accomplishment of team or work unit goals, objectives and activities
Establishing and maintaining effective working relationships with a variety of individuals
Preferred
Master's or PhD in Data Science, Computer Science, Statistics, or a related field
Experience in healthcare data analytics or hospital operations
Familiarity with EHR/EMR data or healthcare interoperability standards
Knowledge of time-series modeling and ensemble methods
Exposure to data visualization tools (e.g., Tableau, Power BI)
Understanding of Agile methodologies and collaborative software development
Company
ABOUT Healthcare
Hundreds of health systems of all sizes use ABOUT Healthcare to transfer patients into their hospitals, determine inpatient stay logistics, discharge patients to post-acute care, and gain the insights to operate their health system.
51-200 employees
H1B Sponsorship
ABOUT Healthcare has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (2)
2022 (3)
2021 (9)
2020 (6)
Funding
Current Stage
Growth StageLeadership Team
Alexander Behrendt
VP of Health System Partnerships
Jim Hughes
Chief Marketing Officer
Recent News
MedCity News
2025-07-13
2025-01-30
Company data provided by crunchbase