What are the responsibilities and job description for the MLOps Engineer position at Artmac?
Who We Are
Artmac Soft is a technology consulting and service-oriented IT company that provides innovative technology solutions and services to customers.
Job Description
Job Title : MLOps Engineer
Job Type : W2/C2C
Experience : 8 Years
Location : Prosper, Texas
Responsibilities
Artmac Soft is a technology consulting and service-oriented IT company that provides innovative technology solutions and services to customers.
Job Description
Job Title : MLOps Engineer
Job Type : W2/C2C
Experience : 8 Years
Location : Prosper, Texas
Responsibilities
- 8 years of experience in MLOps, DevOps, ML Engineering, or a related field.
- Strong hands-on experience with Docker and Kubernetes.
- Experience with MLflow or comparable ML lifecycle management platforms.
- Experience deploying and managing machine learning models in production.
- Experience with model monitoring, logging, observability, and performance optimization.
- Experience with Kubernetes-based ML platforms and model-serving frameworks.
- Experience with cloud-native ML services and managed Kubernetes platforms.
- Hands-on experience with Terraform and Infrastructure as Code.
- Experience with at least one major cloud platform such as AWS, Azure, or Google Cloud.
- Strong understanding of CI/CD pipelines and automation.
- Good understanding of Python, Linux, Git, and scripting.
- Understanding of REST APIs, microservices, containers, and cloud-native architectures.
- Familiarity with Kubeflow, Argo CD, Airflow, or similar tools.
- Knowledge of data and model security, governance, and compliance.
- Familiarity with GPU-based workloads and scalable model inference
- Design, build, and maintain scalable MLOps infrastructure and machine learning deployment pipelines.
- Implement and manage ML model lifecycle workflows using MLflow or similar platforms.
- Deploy, scale, and manage machine learning models across development, staging, and production environments.
- Implement model and infrastructure monitoring, logging, alerting, and performance tracking.
- Use Terraform / Infrastructure as Code (IaC) to provision and manage cloud infrastructure.
- Troubleshoot deployment, infrastructure, model-serving, and performance issues.
- Bachelor's degree or equivalent combination of education and experience.