Data Scientist I

@ Humata Health, Inc

Data Scientist I at Humata Health, Inc.

Location: 700 W. Morse Blvd STE 101, Winter Park, FL 32789

Hours: Monday to Friday, 8:00 am to 5:00 pm

Duties

• Develop predictive models using MLOps practices.
• Automate prior authorization processes using large data sets.
• Train and deploy statistical and NLP models for medical records.
• Push models to staging and production after rigorous testing.
• Monitor and update production models based on performance data.
• Maintain and improve data pipelines from raw data to feature stores.
• Ensure data security and compliance with protection policies.
• Communicate project status and risks to stakeholders.
• Review and recommend improvements in operations and processes.

Requirements

• Master’s degree in Data Science, Engineering or related field.
• Minimum two years of practical software engineering experience.
• Proficient in Python for machine learning and data science tasks.
• Experience with developing, deploying and fine tuning NLP and large language models.
• Background in building NLP models for classifying medical records.
• Experience in healthcare production environments.

Work Arrangement

This is a hybrid position with up to 4 remote days per week, reporting to the Winter Park, FL office.

Why Join Humata Health?

• Impactful work improving healthcare efficiency and patient outcomes.
• Competitive base compensation and equity opportunities.
• Comprehensive benefits including unlimited PTO, 401k with match.
• Career growth in a fast-paced, innovative environment.
• Inclusive and diverse company culture.

Key skills/competency

Data Science, MLOps, Python, NLP, Machine Learning, Automation, Healthcare, Data Pipelines, Model Deployment, Data Security