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Databricks Platform Engineer
2 weeks ago
Databricks Platform Engineer
Location: Toronto, Canada
Salary $180-200K CAD
Overview:
Our client is seeking an experienced Databricks Platform Engineer to join their Data/AI team. This team will be dedicated to building a modern data infrastructure for advanced analytics and the development of responsible AI. Get in on the ground floor of the strategic investment this client is making to develop cutting-edge Generative AI and analytical capabilities that will be the basis for their next generation research enablement platform and data products.
Responsibilities:
- Design and implement cloud solutions, build machine learning operations (MLOps) on cloud (Azure and Databricks)
- Build CI/CD pipelines orchestration using tools such as Azure DevOps
- Use MLFlow and handle model serving and monitoring on Databricks
- Test, validate, and automate tests for ML models
- Tune Databricks for spark cluster performance and utilization optimization
- Provide guidance on Databricks capabilities to accommodate business/technical use cases
- Automate and manage provisioning needs, including Databricks Cluster Policies, Unity Catalog, Secrets Management, Role-Based Access Control model, and permissions
- Monitor and manage data and processes to control costs and optimize compute spend
- Configure and manage monitoring/alerting around latency performance on the Databricks platform, including Delta Live Tables and Databricks Workflows and machine learning model performance
- Coordinate and collaborate with dependent infrastructure teams and Azure services to integrate Databricks securely.
- Provide technical expertise and troubleshooting as well as support for change management, governance, compliance, internal audits, and remediations
- Communicate with a team of data scientists, ML engineers, data engineers, and architects, and document the processes
Requirements:
- Bachelor’s Degree
- 2+ years of relevant experience on Databricks, including performance tuning, infrastructure guidance, workflow automation and cost optimization strategies
- Experience in cloud solutions, preferably on Azure
- Skills in MLFlow, containerization, and deployment practices (Preferred)
- Excellent communication and documentation skills to collaborate effectively with cross-functional teams
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Databricks Platform Engineer
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Toronto, Canada Stone Search, LLC Full timeDatabricks Platform Engineer Location: Toronto, Canada Salary $180-200K CAD Overview: Our client is seeking an experienced Databricks Platform Engineer to join their Data/AI team. This team will be dedicated to building a modern data infrastructure for advanced analytics and the development of responsible AI. Get in on the ground floor of the strategic...
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Toronto, Canada Stone Search, LLC Full timeDatabricks Platform Engineer Location: Toronto, Canada Salary $180-200K CAD Overview: Our client is seeking an experienced Databricks Platform Engineer to join their Data/AI team. This team will be dedicated to building a modern data infrastructure for advanced analytics and the development of
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