AI/ML Ops Engineer, Deep Learning for Natural Language Processing

Key Skills

Python Programming, Deep Learning, Natural Language Processing (NLP), TensorFlow, AI technology, Distributed computing

Job Description

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 robust 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 data analytics pipelines and environments
• Design and build reliable, performant, maintainable, 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
• Experience orchestrating and monitoring AI and Machine Learning pipelines in production
• 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 1+ years of work experience
• Applied programming experience in Python, C, and/or C++
• Experience with libraries and tools like PyTorch, Keras, and CUDA 
• Experience with deep learning inference engines preferred (Intel OpenVino, NVIDIA TensorRT, TritonRT or similar frameworks) 
• 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
• Experience with AWS
• Experience with Unix-based environments and shell scripting
• Experience setting up deep learning pipelines
• Experience with containers / orchestration (Kubernetes preferred)

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!