1upHealth
Boston
51-200 employees
1upHealth is healthcare's most complete FHIR platform to connect, control and compute data.
Prior Listings
Machine Learning Engineer
Machine Learning Engineer
This job is no longer open
As a growing startup, we are looking for a Machine Learning Engineer to join our 1up Labs team. Our Labs team is a new team focused on innovation and experimentation using one of the largest private repositories of healthcare claims and clinical data in the world (over 35 million patients).
You will help develop new algorithms, and products and API's built on top of these algorithms, to help deliver insight to clinical and payer 1up clients. We are looking for a founding member to help set the cultural and technical foundations for the team.
You will:
- Develop and use algorithms and statistical predictive models to evaluate risk, cost, and clinical outcomes for large cohorts of patients
- Perform analysis of structured and unstructured data while working with clients
- Develop and participate in presentations to clients
- Work with internal and external peers to iterate quickly on models and APIs
- Use knowledge of algorithms and predictive models to investigate problems, detect patterns and recommend solutions
- Use programming skills to interpret large volumes of data in different forms
We are looking for people who have:
- Expertise in machine learning/deep learning using PyTorch, Tensorflow, or Keras (we use Pytorch)
- Experience building ML models and data pipelines at scale
- Experience with multiple types of ML models, specifically neural network-based models for sequence to sequence, multilayer perceptrons, CNNs and RNNs
- 2+ years experience with PySpark, Databricks or comparable data pipeline tools
- 2+ years experience working with AWS, GCP, Azure or comparable web services
You may also have:
- Experience developing healthcare data analytics products using the following programming languages: Python, SQL
- Experience working with SQL or NoSQL databases (Postgres, Elasticsearch, DynamoDB)
- Proficiency with microservices development, containerization, orchestration and deployment in a Linux environment
#BI-REMOTE
About 1upHealth
At 1upHealth, our mission is to unlock health data and improve industry outcomes. As leaders in FHIR® interoperability, our platform makes it easier for partners to access, integrate, aggregate, and share data across a variety of systems. 1upHealth is building a data ecosystem to promote the digital transformation of the industry and encourage insight-driven healthcare.
We are proud to announce that we have been named 2022 Best Places to Work in the Small Company and Best Paying Company categories by Built In Boston.
Benefits
100% Paid BCBS Medical and Dental Insurance for Employees
Vision Insurance
Unlimited PTO
Equity
401(k)
Home Office Stipend
Commuter Stipend
Wellness Reimbursement
Parental Leave (16 weeks for birthing parents, 6 weeks for non-birthing parents)
Company Meetings with Free Lunch
Interested in our work, but don't see an opening that fits your background? Apply here and let us know what you think we could do together.
This job is no longer open