ML Engineer - MLOps - Medical Imaging

Discover International; United States; Remote; USD 100,000 - 720,000; Full time

Job summary

Discover International is seeking a talented Machine Learning Engineer to design, develop, and optimize subsystems for AI-driven healthcare solutions. The ideal candidate will work closely with cross-functional teams to deploy high-impact ML models in production, significantly improving patient outcomes in neurology and oncology.

Benefits

Medical insurance

Vision insurance

Qualifications

• 3+ years of experience in machine learning.
• Experience in MLOps and DataOps.
• Knowledge of medical imaging data standards is a plus.

Responsibilities

• Design and implement MLOps and DataOps pipelines.
• Collaborate with data scientists for model training.
• Monitor and improve model performance in production.

Skills

Python

MLOps

DataOps

Deep Learning

TensorFlow

PyTorch

Scikit-learn

Data Preprocessing

Education

Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning

Tools

AWS

Docker

AWS ECS

Job description

Direct message the job poster from Discover International

Practice Director at Discover International - AI/ML - Computational Science & Technology - Biotech & Digital Healthcare | Healthcare with AI |…

Full-Time (Remote)

My client is an AI-driven healthcare solutions company, specializing in advanced medical imaging applications for neurology and oncology. Their mission is to transform patient outcomes by

creating innovative, reliable, and highly scalable imaging AI software solutions.

Job Summary:

They're seeking a talented and driven Machine Learning Engineer to help design, develop, and

implement MLOps and DataOps pipelines, as well as train and optimize deep learning models for their AI/ML applications.

You will work closely with cross-functional teams, contributing to both operational and research-focused aspects of our AI solutions. This role is ideal for someone passionate about deploying robust machine learning pipelines in production and scaling high-impact, cloud-based

solutions.

Key Responsibilities:

• Design and implement efficient MLOps and DataOps pipelines and infrastructure to automate

model training, validation, deployment, and monitoring.

• Work with data scientists and engineers to prepare large, complex datasets for model training

and validation.

• Train, fine-tune, and optimize deep learning models for medical imaging applications.
• Collaborate with DevOps to ensure robust CI/CD processes for ML model deployment and

seamless integration into our cloud platform.

• Monitor, troubleshoot, and improve model performance in production, using A/B testing, error analysis, and performance tuning.

Qualifications:

• Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, or a

related field.

• 3+ years of experience in machine learning, preferably with a focus on MLOps, DataOps, and

deep learning models.

• Proficiency in Python and ML libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
• Experience building and maintaining MLOps pipelines on cloud platforms (AWS experience

preferred).

• Strong background in data preprocessing, model training, and deployment.
• Familiarity with containerization and orchestration tools (Docker, AWS ECS).
• Knowledge of CI/CD and DevOps best practices in ML model deployment.
• Experience with medical imaging data standards (DICOM) is a plus.

To apply please contact Sam Shinner at Discover International

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Job function

  Manufacturing

• Industries

  Medical Equipment Manufacturing and Hospitals and Health Care

Referrals increase your chances of interviewing at Discover International by 2x

Inferred from the description for this job

Medical insurance

Vision insurance

Get notified when a new job is posted.

Sign in to set job alerts for “Machine Learning Engineer” roles.

United States $100,000.00-$720,000.00 2 weeks ago

United States $170,000.00-$720,000.00 1 week ago

United States $170,000.00-$720,000.00 3 days ago

Machine Learning Engineer, Search (multiple levels)

United States $185,800.00-$322,000.00 1 week ago

Machine Learning Software Engineer L4/L5

United States $100,000.00-$720,000.00 1 week ago

Machine Learning Engineer (L5) - Studio Media Algorithms

United States $210,000.00-$260,000.00 3 weeks ago

Machine Learning Engineer (L4/5) - Studio Media Algorithms

United States $170,000.00-$720,000.00 3 days ago

United States $150,000.00-$750,000.00 1 week ago

Research Engineer (L4) - Member Lifecycle and Monetization

Data Scientist (L5) - Customer Service Experimentation

Software Engineer L4/L5, Training Platform, Machine Learning Platform

United States $100,000.00-$720,000.00 1 week ago

United States $180,000.00-$200,000.00 3 days ago

United States $111,000.00-$231,250.00 1 week ago

Machine Learning Engineer (L5) - Content and Studio

Software Engineer - AI/ML, Multiple Locations

Redmond, WA $81,900.00-$174,600.00 1 week ago

Software Engineer - AI/ML, Multiple Locations

United States $81,900.00-$174,600.00 1 week ago

United States $85,000.00-$95,000.00 2 weeks ago

New York, NY $140,000.00-$200,000.00 8 months ago

United States $160,000.00-$176,000.00 3 days ago

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.