MLOps Engineer: Deploy, Scale & Monitor AI Models

NextGen Healthcare, Inc.; Georgia; On-site; USD 110,000 - 150,000; Full time

Job summary

NextGen Healthcare, Inc. seeks an MLOps Engineer to streamline deployment, monitoring, and scaling of ML models in production. You will work with data scientists and software engineers to implement robust CI/CD pipelines and scalable cloud infrastructure.

Responsibilities include automating preprocessing, training, deployment workflows, and ensuring reliable operations with a focus on latency, scalability, and security. Bachelor’s degree required.

Qualifications

• 2–3 years hands-on experience in MLOps, DevOps, or related roles.
• Experience with MLOps tools and platforms like MLflow, Kubeflow, or SageMaker.
• Experience with feature stores and model versioning systems.
• Experience in building CI/CD pipelines (Jenkins, GitLab CI, or similar).

Responsibilities

• Implement and maintain CI/CD pipelines for deploying ML models to production.
• Ensure seamless integration of ML models into existing software systems.
• Design and manage scalable infrastructure for training, testing, and serving models.
• Automate data preprocessing, model training, and deployment workflows.
• Monitor model and system performance and optimize latency and resource use.
• Collaborate with data scientists, software engineers, and product teams.

Skills

Python

Problem-solving

Communication

Collaboration

Detail-oriented

Education

Bachelor's degree in Computer Science, Data Science, Engineering, or related field

Tools

MLflow

Kubeflow

SageMaker

Jenkins

GitLab CI

Docker

Kubernetes

Apache Spark

SQL/NoSQL databases

Job description

NextGen Healthcare, Inc. seeks an MLOps Engineer to streamline deployment, monitoring, and scaling of ML models in production. You will work with data scientists and software engineers to implement robust CI/CD pipelines and scalable cloud infrastructure.

Responsibilities include automating preprocessing, training, deployment workflows, and ensuring reliable operations with a focus on latency, scalability, and security. Bachelor’s degree required.