Why Mayo Clinic
Mayo Clinic is the nation's best hospital (U.S. News & World Report, 2021-2022) and ranked #1 in more specialties than any other care provider. We have a vast array of opportunities ranging from Nursing, Clinical, to Finance, IT, Administrative, Research and Support Services to name a few. Across all locations, youll find career opportunities that support diversity, equity and inclusion. At Mayo Clinic, we invest in you with opportunities for growth and development and our benefits and compensation package are highly competitive. We invite you to be a part of our team where youll discover a culture of teamwork, professionalism, mutual respect, and most importantly, a life-changing career!
Mayo Clinic offers a variety of employee benefits. For additional information please visit Mayo Clinic Benefits. Eligibility may vary.
Position description
The IT Radiology AI, Data & Development unit is seeking a highly skilled MLOps/DevOps Engineer to join the team supporting Radiology Artificial Intelligence efforts. The Radiology AI Team focuses on IT support of the Framework for AI Software Technologies (FAST) Program and Radiology AI and Data Scientists in the algorithm lifecycle from discovery to clinical use.
The successful candidate should have experience in AI frameworks and machine learning models including training, performance tuning, and production monitoring. Candidates must have interpersonal skills, including well-developed written and verbal communication, and collaborate well with both practice and technical resources.
Preferred candidates will be well-versed in data science, familiar with state-of-art ML toolsets, and experienced in model build, testing, and automation of data pipelines.
Roles and Responsibilities
Build, test and maintain the infrastructure and tools to facilitate the consistent and automated AI software solution development and release process.
Design, build and maintain the ML CI/CD pipeline that automates data collection, data analysis, experimentation, model training, model serving and monitoring in production. Achieve continuous delivery of AI software solution and updates to production at scale.
Provide direction to more junior engineers.
Collaborate with AI scientists, data scientists, engineers and other key stakeholders.
Actively seek ways to improve software development and operation process.
May be required to provide 24/7 call support.
This is a full time remote position within the United States.
Mayo Clinic will not sponsor or transfer visas for this position including F1 OPT STEM.
Qualifications
Bachelors degree in Computer Science or a related field with 7 years of experience. Or Masters degree in Computer Science or a related field with 5 years of experience.
Strong DevOps, Data Engineering and ML background. Familiar with best practices in the data engineering and MLOps community.
Experience building and maintaining CI/CD pipelines. Demonstrated experience on a broad range of DevOps tools such as Ansible, Docker, Kubernetes, Jenkins etc.
Experience building, deploying and maintaining ML models in production. Experience with MLOps tools such as ModelDB, MLFlow and Kubeflow.
Familiarity with python tools for data science.
Experience with cloud infrastructure. Experience with Google Cloud Platform a plus.
Excellent communication and teamwork skills.
Ability to collaborate effectively with internal business stakeholders, outside partners and technology teams.
Additional qualifications
Familiarity with AI frameworks such as TensorFlow and PyTorch.
Desired experience with image processing models.
Desired experience with Google Cloud AI tools including Vertex AI.
Exemption status
Exempt
Compensation Detail
$121,700.80 - $176,446.40 / year
Benefits eligible
Yes
Schedule
Full Time
Hours / Pay period
80
Schedule details
Typical schedule will be M-F standard hours; may also require some after hour break fix support and release deployment.
This is a full time remote position within the United States.
Weekend schedule
May be required to provide 24/7 on-call support
Remote
Yes
International Assignment
No
Site description
Mayo Clinic is located in the heart of downtown Rochester, Minnesota, a vibrant, friendly city that provides a highly livable environment for more than 34,000 Mayo staff and students. The city is consistently ranked among the best places to live in the United States because of its affordable cost of living, healthy lifestyle, excellent school systems and exceptionally high quality of life.
Recruiter
Ted Keefe
EOE
As an Affirmative Action and Equal Opportunity Employer Mayo Clinic is committed to creating an inclusive environment that values the diversity of its employees and does not discriminate against any employee or candidate. Women, minorities, veterans, people from the LGBTQ communities and people with disabilities are strongly encouraged to apply to join our teams. Reasonable accommodations to access job openings or to apply for a job are available.
