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Covera Health
New York City, NY | Full Time
$98k-123k (estimate)
10 Months Ago
Senior AI/ML Ops Engineer, Deep Learning for Natural Language Processing
Covera Health New York City, NY
$98k-123k (estimate)
Full Time | Business Services 10 Months Ago
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Covera Health is Hiring a Senior AI/ML Ops Engineer, Deep Learning for Natural Language Processing Near New York City, NY

 

About the role

We are looking for a talented AI/ML Ops engineer with a focus on Deep Learning to join us in our commitment to improve the quality of care for patients in every community across the nation. You will work with a growing multidisciplinary team of talented AI scientists, data scientists, engineers, and researchers to leverage unique healthcare data (in the form of MRI images, clinical reports, claims data, and beyond) and be instrumental in building out our automated quality assessment platform. 

In this role, you will be responsible for making important design decisions around our infrastructure, helping us evaluate which tools to use, and planning and orchestrating complex changes. Working closely with the rest of the AI team, you will help ensure we are building high quality systems -- including monitoring to keep them running smoothly.

You will:

  • Investigate, evaluate and develop new and existing tools to deploy and scale machine learning models
  • Research and recommend tools, algorithms, and solutions in line with our quality of care improvement strategy
  • Contribute to the enhancement and extension of all our AI/ML pipelines and environments
  • Design and build reliable, performant, maintainable and secure pipelines which can scale to the needs of our business while reducing costs
  • Collaborate closely with our Software Engineering team to manage our infrastructure and automate whenever possible
  • Ensure reliable and ongoing measurement and monitoring of our AI platform
  • Collaborate closely with other engineers and AI scientists by receiving and providing feedback on plans, technical designs, and code.

Requirements

  • MS in computer science or related discipline
  • At least 3 years of work experience
  • Applied programming experience in Python, C, and/or C
  • Experience with libraries and tools like PyTorch, Ray and CUDA
  • Experience using deep learning inference engines and optimization frameworks to deploy deep learning models (ONNX, Intel OpenVino, NVIDIA TensorRT, TritonRT or similar frameworks) 
  • Experience orchestrating and monitoring AI and Machine Learning pipelines in production
  • Experience with AWS
  • Experience with Unix-based environments and shell scripting
  • Experience deploying deep learning pipelines
  • Experience with containers / orchestration (Docker and Kubernetes preferred)
  • Ability to work well as an individual contributor as well as within a multidisciplinary team environment
  • Strong communicator with excellent interpersonal skills and can-do attitude to work and thrive in a fast-paced team environment

Benefits

You will be a full-time employee with competitive salary, stock options, and great benefits. These benefits include medical, dental, and vision insurance, HRA, 401k, pre-tax commuter benefits, flexible paid time off, and--when we go back to the office--a comfortable office space filled with a variety of quality snacks and beverages. Most importantly, you’ll get to know each of us and we love to work together to find solutions. We are a talented, fun, focused, and unique team of people who are truly passionate about changing healthcare for the better! Even while remote, you'll experience the Covera culture as we offer a host of virtual experiences including a book club, fitness club, guest speakers, dynamic Slack channels, and more!

Job Summary

JOB TYPE

Full Time

INDUSTRY

Business Services

SALARY

$98k-123k (estimate)

POST DATE

05/12/2023

EXPIRATION DATE

05/28/2023

WEBSITE

coverahealth.com

HEADQUARTERS

NORTH BERGEN, NJ

SIZE

50 - 100

FOUNDED

2017

CEO

RON VIANU

REVENUE

$5M - $10M

INDUSTRY

Business Services

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About Covera Health

At Covera Health, we're on a mission to improve patient care. Through data analytics and provider collaboration, we build high-quality radiology programs for large employers and payers to ensure the right care for their patients. We're well funded and growing rapidly. If you're ready to make a difference in people's lives and are excited by the idea of joining a fun, fast-paced startup environment, then check out our current openings today!

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