Senior Machine Learning Engineer
2 weeks ago
Role Summary
Irvine Technology Corporation is seeking a highly skilled Senior Machine Learning Engineer to join our team. This role involves deploying and maintaining production-grade machine learning models with real-time inference, scalability, and reliability.
Key Responsibilities
- Develop and deploy scalable machine learning infrastructures using cloud platforms like AWS, GCP, or Azure
- Lead engineering efforts in creating methods and workflows for ML/GenAI model engineering, LLM advancements, and optimizing deployment frameworks
- Collaborate with data scientists, data engineers, and analytics teams to design and implement robust deployment pipelines
- Implement and optimize Continuous Integration/Continuous Deployment (CI/CD) pipelines for machine learning models
- Maintain clear and comprehensive documentation of ML Ops processes and configurations
- Ensure machine learning systems meet security and compliance standards, including data protection and privacy regulations
- Work with healthcare regulations and standards, and integrate machine learning models with Electronic Health Records (EHR) systems
This is a long-term contract position with the possibility of extension.
We are an equal opportunity employer and welcome applications from qualified candidates.
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