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Senior Machine Learning Engineer
2 months ago
At Irvine Technology Corporation, we are seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you will be responsible for designing, developing, and deploying production-grade machine learning models that drive business value.
Key Responsibilities:
- Design and develop scalable machine learning architectures using cloud platforms such as AWS, GCP, or Azure.
- Collaborate with data scientists, data engineers, and analytics teams to design and implement robust deployment pipelines for continuous improvement of machine learning models.
- Implement and optimize Continuous Integration/Continuous Deployment (CI/CD) pipelines for machine learning models, automating testing and deployment processes.
- Set up monitoring and logging solutions to track model performance, system health, and anomalies, allowing for timely intervention and proactive maintenance.
- 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.
Requirements:
- 3 or more years of relevant machine learning engineering experience.
- Production deployment and model engineering experience.
- Scalable ML infrastructure development experience.
- Engineering leadership experience.
- AI pipeline development experience.
- Collaboration experience with data scientists, data engineers, and analytics teams.
- CI/CD pipeline implementation experience.
- Monitoring and logging experience.
- Version control experience.
- Security and compliance experience.
- Documentation experience.
- Proficiency in containerization technologies.
- Healthcare expertise.
- Master's degree a plus.
- Bachelor's degree in computer science, artificial intelligence, informatics, or closely related field.
- Certification(s) in machine learning a plus.
About Irvine Technology Corporation:
Irvine Technology Corporation is a leading provider of technology and staffing solutions for IT, Security, Engineering, and Interactive Design disciplines. We pride ourselves in introducing our intimate network of business and technology leaders to our clients, bringing them opportunity coupled with personal growth and professional development.
We are an equal employment opportunity employer and comply with applicable state and local laws governing non-discrimination in employment.
