Platform Engineer Machine Learning (Utah)
Job
Waystar
Lehi, UT (In Person)
Full-Time
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Job Description
- ABOUT
THIS POSITION
- We are looking for a Machine Learning Platform Engineer - Backend Services that will help us build out the platform that supports the training and application of our predictive models and performs deep analysis to extract machine consumable meaning from unstructured clinical documentation.
WHAT YOU'LL DO
Responsibilities:
- + Develop and enhance the machine learning platform to manage the full model life cycle + Build frameworks and tools to enable the data science team developing and enhancing predictive models, support scalable real-time predictions in production + Design and implement data engineering solutions for model training + Expand
- NLP•capabilities with advanced analysis techniques to improve text understanding + Design and implement high-performance, scalable services and applications + Collaborate with team members to create integrated solutions and ensure timely delivery of quality software and documentation + Understand and adhere to development standards for consistency across teams + Perform in-depth technical and performance analyses to troubleshoot production issues + Monitor and maintain production systems for reliability and efficiency •
WHAT YOU'LL NEED
- + •Minimum•Requirements (Education,•certifications•and experience):•+ Bachelor's degree in Computer Science or related area, Masters preferred + 7+ years of professional experience writing Python or Java code, with at least 3 years building data platforms + Expert proficiency with
SQL + NLP
+ Seasoned practitioner of engineering best practices such as CI/CD and automated testing + Comfort working in a Linux environment + Passion for exploring, applying and following the evolution of cutting edge technologies related to AI, machine learning, NLP and large scale data processing + Professional experience with MLOps, Docker, Kubernetes, relational databases (PostgreSQL preferred), Kafka, REST API design, and microservices application architectures + Experience with public cloud solutions, such as AWS or GCP + Proven track record of successful delivery of progressively complex technical projects + Coaching and mentoring junior engineers in the team + Team player DNA with a positive, self-starter attitude + Attention to detail, highly organized, with an absolute focus on quality of workPreferred Requirements:
- + Familiarity with ClearML, Triton, PyTorch, and TensorFlow + Familiarity with statistics and healthcare domain + Proven expertise in successful large project/build management and execution
ABOUT WAYSTAR
- Through a smart platform and better experience, Waystar helps providers simplify healthcare payments and yield powerful results throughout the complete revenue cycle.
WAYSTAR PERKS
- + Competitive total rewards (base salary + bonus, if applicable) + Customizable benefits package (3 medical plans with Health Saving Account company match) + We offer generous paid time off for our non-exempt team members, starting with 3 weeks + 13 paid holidays, including 2 personal floating holidays.
Job Category:
- Technology/Engineering
Job Type:
Req ID:
- R3038
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