NorthBay - Pakistan · 6 hours ago
Senior MLOps Engineer (AWS SageMaker & Airflow)
United States
Full-time
Remote
Senior Level
6+ years expNorthBay is seeking an experienced MLOps Engineer to join their cloud and AI engineering team. The role involves designing and maintaining end-to-end MLOps pipelines, automating model workflows, and collaborating with data scientists and engineers to ensure reliable ML pipelines.
ArchitectureCloud ComputingConsultingDevOpsSoftware
Responsibilities
Design, build, and maintain end-to-end MLOps pipelines using AWS SageMaker
Develop and manage Airflow DAGs for ML workflow orchestration (training, validation, deployment, retraining)
Automate model training, evaluation, versioning, and deployment
Implement CI/CD pipelines for ML workflows and model releases
Manage model lifecycle, including experimentation, deployment, monitoring, and retraining
Integrate data ingestion and feature engineering workflows with ML pipelines
Monitor model performance, data drift, and pipeline reliability
Collaborate closely with Data Scientists, Data Engineers, and DevOps teams
Ensure security, scalability, and cost optimization across ML infrastructure
Qualification
Required
6–8 years of experience in MLOps, ML Engineering, or DevOps for ML
Strong hands-on experience with AWS SageMaker (training jobs, endpoints, pipelines, model registry)
Solid experience with Apache Airflow for workflow orchestration
Proficiency in Python for ML and pipeline development
Experience building and maintaining production-grade ML pipelines
Hands-on experience with AWS services such as S3, IAM, EC2, ECR, CloudWatch
Familiarity with CI/CD tools (GitHub Actions, Jenkins, GitLab CI, etc.)
Strong understanding of Linux environments and cloud networking basics
Experience with monitoring, logging, and alerting for ML systems
Preferred
Experience with SageMaker Pipelines, Feature Store, or Model Registry
Knowledge of MLflow or experiment tracking tools
Exposure to Docker and Kubernetes
Understanding of data drift and concept drift detection
Experience with Terraform or Infrastructure as Code
Company
NorthBay - Pakistan
NorthBay is AWS Premier Consulting Partner and also partnered with VMware, CloudRail and SAP in support of our Customers’ AWS cloud journeys.
201-500 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase