Data Science Manager, MLOps. Job at Turo, Inc., San Francisco, CA

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  • Turo, Inc.
  • San Francisco, CA

Job Description

Job Duties: Develop the infrastructure for model training and deployment, to serve ML-powered applications. Involve designing and maintaining data and model pipelines with efficiency, scalability, and reliability, to ensure models are seamlessly integrated into production environments, providing robust solutions to Turo's business needs. Lead the migration of our training workflows to cloud-based platforms, to improve computational power and storage capabilities, improve collaboration among team members, and enhance our ability to scale operations and manage resources more efficiently. Support the new cloud-based training processes by provisioning the necessary infrastructure end-to-end using Infrastructure as Code (laC). Automate the setup and management of cloud resources, ensuring consistency, repeatability, and efficiency by leveraging Terraform and AWS CloudFormation. Enable the team to deploy and manage complex infrastructure setups with ease, reducing manual intervention and minimizing the risk of errors. Serve as Scrum Master for the data science and ML engineering teams. Facilitate agile ceremonies and ensure timely delivery of high- quality ML solutions. Manage and mentor junior team members to help them elevate to the next level. Telecommuting is an option. Some travel to Turo offices may be required. Minimum Requirements: Masters degree (or its foreign degree equivalent) in Computer Science, Engineering (any field), or a related quantitative discipline, and two (2) years of experience in the job offered or in any occupation in related field. Special Skill Requirements: (1) Python; (2) Terraform; (3) Airflow; (4) Machine Learning; (5) Statistics; (6) Kubernetes; (7) GitHub; (8) Optimization Analytics; (9) Algorithms; and (10) Operations research. Any suitable combination of education, training and/or experience is acceptable. Telecommuting is an option. Some travel to Turo offices may be required. Salary: $200,304.00 - $276,000.00 per annum. Submit resume with references to: Req.#: 22-16296 at: ATTN: HR, at: #J-18808-Ljbffr Turo, Inc.

Job Tags

Remote job,

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