Machine Learning Infrastructure Specialist
2 weeks ago
Job Description:
The Machine Learning Infrastructure Specialist will be responsible for designing and developing the data pipelines and engineering infrastructure for Spinnaker Analytics.
Responsibilities:
- Design and implement production pipeline development/deployment
- Develop and maintain DevOps tools and automation/orchestration
- Ensure release management and model testing
- Secure environment and perform performance testing
- Implement data governance and take offline models and turn them into production systems
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems
- Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, and orchestration
- Support model development with an emphasis on auditability, versioning, and data security
Required Skills:
- Cloud Application
- Python
- SQL Server
- GitHub
- Container technologies
- Automation and monitoring tools
- Production pipeline deployment using cloud platforms
Desired Candidate Profile:
- Excellent English communication and presentation skills, both verbal and written
- Charismatic, competitive, and enthusiastic personality with negotiation skills
- Excellent interpersonal and customer-facing skills
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