
Machine Learning Operations Specialist
4 days ago
Job Description:
- Develop high-performance, scalable machine learning operations systems that interact with AI models and systems.
- Collaborate with cross-functional teams to understand requirements and ensure alignment with business goals.
Responsibilities:
- Design, develop, and maintain complex MLOps systems using Azure ML, Azure DevOps, Blob Storage, and containerized model deployments.
- Offer technical leadership in choosing, evaluating, and implementing software technologies, tools, and frameworks in a cloud-native environment.
- Troubleshoot intricate software problems to ensure optimal performance when interfacing with AI/ML systems.
- Participate in project planning and estimation to ensure efficient resource allocation and timely solution delivery.
Preferred Qualifications:
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras.
- Knowledge of containerization technologies like Docker and Kubernetes, and infrastructure-as-code tools such as Terraform or Azure Resource Manager (ARM) templates.
- Hands-on experience with Generative AI workflows, including prompt engineering, LLM fine-tuning, or retrieval-augmented generation (RAG).
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