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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