Remote ML DevOps Engineer — CI/CD for Models & K8s

BairesDev; United States; Remote; USD 120,000 - 170,000; Full time

Benefits offered by this job

100% remote work

Competitive USD salary

Home office equipment provided

Flexible hours

Paid parental leave

National holidays

Job summary

BairesDev in the United States seeks an experienced DevOps Engineer (ML) to design and manage infrastructure for production ML pipelines, bridging data science and operations.

You will build scalable CI/CD, containerize ML apps, and ensure model serving with Kubernetes and Docker, while collaborating with ML teams for reliable deployments.

This fully remote role offers competitive USD compensation and a dynamic, multicultural environment.

Qualifications

• 4+ years in DevOps, MLOps, or Platform Engineering.
• Proven expertise with ML infra and pipelines on Kubernetes and Docker.
• Hands-on with TorchServe, Triton, SageMaker, or KServe.
• Strong Python skills and ML-focused CI/CD workflows.
• Knowledge of ML observability, monitoring, and drift detection.
• Advanced English proficiency.

Responsibilities

• Design and maintain robust CI/CD pipelines for ML models and data workflows.
• Implement and scale model serving using TorchServe, Triton, SageMaker, and KServe.
• Containerize ML apps and orchestrate with Kubernetes and Docker.
• Develop model monitoring and observability to detect drift.
• Collaborate with ML teams to build automated deployment tooling.

Skills

DevOps

MLOps

Platform Engineering

Kubernetes

Docker

Python

CI/CD

ML observability

English

Tools

Kubernetes

Docker

TorchServe

Triton

SageMaker

KServe

Job description

BairesDev in the United States seeks an experienced DevOps Engineer (ML) to design and manage infrastructure for production ML pipelines, bridging data science and operations.

You will build scalable CI/CD, containerize ML apps, and ensure model serving with Kubernetes and Docker, while collaborating with ML teams for reliable deployments.

This fully remote role offers competitive USD compensation and a dynamic, multicultural environment.