Availity

Where healthcare connects. Now Hiring!

Machine Learning Engineer

Full TimeRemoteTeam 1,001-5,000Since 2000H1B SponsorCompany SiteLinkedIn

Location

Florida

Posted

2 days ago

Salary

$108.6K - $135K / year

Postgraduate Degree3 yrs expEnglishAWSCloudDjangoDockerFlaskPy SparkPy TorchScikit Learn

Job Description

• Support our goal of connecting providers, payers, and patients to the Internet of Healthcare • Use Natural Language Processing and Artificial Intelligence/Machine Learning toolkits to build solutions • Develop machine learning architectures to make Availity better at determining prior authorization • Design experiments to test architectures and deploy selected models as service endpoints • Monitor models in production and update models to improve performance • Automate processes where possible • Understand and maintain data pipelines from raw sources to feature stores for models • Communicate within the team on project status and blockers

Job Requirements

  • Master’s degree in Data Science, Data Analytics, Business Analytics and Information Systems or a directly related field
  • 3 years of experience as a data scientist, machine learning engineer or related occupation
  • 2 years of experience with designing and deploying end-to-end regression and classification models on AWS SageMaker
  • 2 years of experience with Databricks using scikit-learn and PySpark ML
  • 2 years of experience with Natural Language Processing
  • 2 years of experience with Hugging-Face with PyTorch to process unstructured text and generate dense embeddings for text understanding applications
  • 2 years of experience with healthcare data standards, including EDI 835/837 and medical coding systems, including ICD-10, CPT, HCPCS, and SNOMED-CT, and secure handling of PHI and PII
  • 1 year of experience with developing and deploying RESTful web APIs for ML model inference using FastAPI, Flask, and Django frameworks
  • 1 year of experience with Docker containerization for scalable environments for machine learning models and cloud native deployment using Amazon ECS and EKS
  • 1 year of experience writing queries using PySpark on Databricks to retrieve and process semi-structured data

Benefits

  • Video participation is required for virtual meetings to enhance security and communication.

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