White Cap Canada ยท 1 month ago
Senior Machine Learning Operations Engineer
Atlanta_30360
Full-time
Hybrid
Senior Level
5+ years expWhite Cap Canada is committed to Building Trust on Every Job, offering a diverse environment with various career opportunities. The Senior Machine Learning Operations Engineer will enhance operational data-driven initiatives by overseeing the deployment, monitoring, and maintenance of machine learning models, ensuring they align with business needs and operational efficiency.
Construction
Responsibilities
Oversee the entire lifecycle of data products, from design to production, focusing on automation, scalability, and effective model deployment
Collaborate and contribute to the implementation and management of CI/CD practices for machine learning systems, ensuring robust and frequent updates to models
Support the relationship with key stakeholders, ensuring the operationalization of data products aligns with business needs and facilitates a smooth transition from development to production
Lead in adopting the latest MLOps methodologies, tools, and practices, continuously seeking and implementing ways to advance existing processes
Manage cloud-based ML environments, leveraging platforms like Databricks, and Azure DevOps for ML model hosting and execution
Supervise the monitoring of ML systems, ensuring performance and accuracy, and tune models for optimal operation
Qualification
Required
Typically requires BS/BA in a related discipline
Generally 5-8 years of experience in a related field OR MS/MA and generally 3-5 years of experience in a related field
Certification is required in some areas
Preferred
Bachelor's degree in mathematics, Statistics, Computer Science, or a related field
Demonstrated experience with algorithms and statistical concepts
Experience with Databricks, PySpark and Python
Working with and/or building CI/CD pipelines
Data quality metrics and data architecture experience
Data governance and monitoring
Strong ability to summarize and communicate challenges and solutions effectively
Company
White Cap Canada
Official White Cap Canada Account.
1001-5000 employees
Funding
Current Stage
Late StageCompany data provided by crunchbase