ML Architect
Job in
Princeton, Mercer County, New Jersey, 08543, USA
Listed on 2025-12-01
Listing for:
TechDigital Group
Full Time
position Listed on 2025-12-01
Job specializations:
-
IT/Tech
AI Engineer, Cloud Computing, Machine Learning/ ML Engineer, Data Engineer
Job Description & How to Apply Below
- Document architecture, workflows, and best practices for knowledge sharing and compliance.
- Provide technical oversight & Guidelines
- Architect and implement end-to-end MLOps and LLMOps pipelines using Azure Machine Learning and Azure OpenAI.
- Design scalable infrastructure for training, deploying, and monitoring ML and LLM models in production.
- Collaborate with data scientists and engineers to streamline model development, testing, and deployment workflows.
- Manage Azure Kubernetes Service (AKS) clusters and containerized ML workloads.
- Ensure model governance, versioning, and reproducibility using tools like MLflow and Azure Dev Ops.
- Promote Dev Sec Ops practices, ensuring security and compliance are embedded in the ML lifecycle.
- Monitor and troubleshoot production ML systems, ensuring high availability and performance.
- Key Skills - Experience with Azure Machine Learning, Azure OpenAI, Azure Dev Ops, and AKS
. - Proficiency in Python, Docker, Kubernetes, and CI/CD pipelines.
- Experience with LLM fine-tuning, prompt engineering, and model deployment.
- Familiarity with MLflow, Terraform, and monitoring tools like Prometheus/Grafana.
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