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Senior Software Engineer-Machine Learning

Company: Formation, Inc.
Location: San Francisco, CA
Posted on: February 23, 2021

Job Description:

Senior Software Engineer-Machine Learning (Formation, Inc. - San Francisco, CA) - Design, build, and operate new machine learning pipelines in production and optimize and maintain existing machine learning services in order to solve complex business problems. Specific duties include: gather requirements for building new services, as well as adding features to existing services; estimate level of effort and provide feedback to product management on missing or insufficient requirements; independently execute full lifecycle productization of machine learning models, from training to serving and deployment; collaborate with software engineers, data scientists, and product managers through peer-review, knowledge sharing sessions, and requirement review to drive the production of quality software; define and implement software engineering standards for data science and machine learning teams; and reduce maintenance and operational burden of data science workflows over time. Requires a Bachelor's degree in computer science, engineering, mathematics or related field (willing to accept foreign education equivalent) plus three (3) years of experience designing, building, and operating distributed systems in production. In lieu of Bachelor's degree plus three (3) years of experience as previously noted, will accept Master's degree in aforementioned fields and one (1) year of experience designing, building, and operating distributed systems in production. Specific skills/other requirements (quantitative experience requirement not applicable to this section) must possess the following: applying machine learning to solve complex, real-world problems; managing and operating machine learning services end-to-end; collaborating with cross-functional business teams to define scalability and reliability requirements; reviewing and testing machine learning models to facilitate successful product delivery; critically evaluating the latest technologies in cloud computing and systems; and maintaining pipelines handling large volumes of data. Experience and skills may be gained through any combination of employment, internship, or coursework. M-F, 9:00 a.m. to 6:00 p.m. 45+ hours per week. Send resume to FORSSEML@bcg.com. An Equal Opportunity Employer.

Keywords: Formation, Inc. , Fremont , Senior Software Engineer-Machine Learning, IT / Software / Systems , San Francisco, CA, California

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