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ModMed · 9 hours ago

ML Ops Engineer - Hybrid

Boca Raton, FL

Full-time

Hybrid

Senior Level

5+ years exp

ModMed is a company focused on modernizing healthcare through innovative technology solutions. As an ML Ops Engineer, you will operationalize AI models, ensuring they are scalable and reliable while collaborating with data scientists to enhance ML workflows.

Artificial Intelligence (AI)Electronic Health Record (EHR)Health CareSoftware

No H1B

Responsibilities

Deploy and manage AI/ML models in production using modern MLOps practices

Build and optimize serverless pipelines using AWS Lambda, moving toward containerized EKS solutions

Support ML workflows on Databricks and other data processing platforms

Write robust Python code to support training, inference, and data transformation

Automate CI/CD for model delivery using GitHub and IaC tools

Improve observability of model performance and pipeline health with DataDog

Ensure scalable, secure, and cost-efficient infrastructure for ML systems

Collaborate with Data Scientists to productize models with reusable patterns

Maintain and evolve infrastructure-as-code (Terraform, Ansible) for ML services

Apply security best practices to protect sensitive data and ensure compliance

Mentor others on best practices in MLOps and scalable system design

Qualification

MLOps practicesAWS LambdaPythonDatabricksTerraformCI/CD automationKubernetesClear communicatorCollaborative mindsetMentoring

Required

Bachelor's degree in Computer Science, Information Technology, or related field, or equivalent experience

5+ years in DevOps, MLOps, or Cloud Engineering with production ML deployment experience

Advanced Python skills—comfortable writing production-grade code and APIs

Strong AWS knowledge, especially Lambda, EKS, IAM, and cost optimization

Experience with Databricks or similar platforms (e.g., SageMaker, Spark)

Hands-on with Terraform and CI/CD automation tools

Familiar with container orchestration (Kubernetes) and serverless architecture

Observability skills using DataDog or similar tools

Clear communicator with a collaborative, mentoring mindset

Benefits

Comprehensive medical, dental, and vision benefits

401(k): ModMed provides a matching contribution each payday of 50% of your contribution deferred on up to 6% of your compensation. After one year of employment with ModMed, 100% of any matching contribution you receive is yours to keep.

Generous Paid Time Off and Paid Parental Leave programs

Company paid Life and Disability benefits, Flexible Spending Account, and Employee Assistance Programs

Company-sponsored Business Resource & Special Interest Groups that provide engaged and supportive communities within ModMed

Professional development opportunities, including tuition reimbursement programs and unlimited access to LinkedIn Learning

Global presence and in-person collaboration opportunities; dog-friendly HQ (US), Hybrid office-based roles and remote availability for some roles

Weekly catered breakfast and lunch, treadmill workstations, Zen, and wellness rooms within our BRIC headquarters