Senior MLOps Engineer Needed for Mission-Critical CI/CD Pipeline Setup

BrightMart Solutions

Contract · Remote · Flexible hours

About the role

BrightMart Solutions is revamping its legacy e‑commerce analytics engine, codenamed "PulseForge", to achieve zero‑downtime deployments. As an MLOps Engineer you will orchestrate the migration of batch and streaming ML pipelines onto a cloud‑native stack while preserving uninterrupted service for millions of daily transactions.

Key responsibilities

• Design and implement a blue‑green deployment strategy using Argo CD for the PulseForge pipeline.
• Migrate existing Docker‑compose workloads to Kubernetes Helm charts with canary releases.
• Automate CI/CD pipelines in GitHub Actions to run unit, integration, and performance tests on every commit.
• Set up monitoring and alerting with Prometheus, Grafana, and AWS CloudWatch to track latency and error budgets.
• Collaborate with data scientists to containerize TensorFlow and PyTorch models, ensuring reproducible environments.
• Document runbooks for rollback procedures and conduct a zero‑downtime cutover rehearsal.

Must-have skills

• Advanced Python scripting for automation and tooling.
• Deep experience with Docker and Kubernetes in production.
• Proficiency in AWS services (EKS, S3, IAM, CloudWatch).
• Strong DevOps mindset with CI/CD (GitHub Actions, Jenkins).
• Knowledge of MLOps frameworks such as MLflow or Kubeflow.

Nice to have

• Experience with Terraform or CloudFormation for IaC.
• Familiarity with data versioning tools like DVC.