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Engineering Manager - Data Science

Company: Formation, Inc.
Location: San Francisco, CA
Posted on: June 25, 2019

Job Description:

Engineering Manager - Data Science (Formation, Inc. - San Francisco, California): Design, develop, implement and
optimize development processes including data cleaning, model development, model deployment, API development,
and data visualization in order to solve complex problems. Specific duties include: manage a team of data scientists
and engineers, including coaching, mentorship, and performance management; develop and optimize development
processes and practices to maintain the balance between building a complex innovative product with shipping
quickly; collaborate with data scientists, engineers and software architects to design and develop software
components for current and prospective Formation clients; build and deploy to production models that optimize for
KPIs on an individual customer basis; conduct research and develop technical components, including data pipelines,
machine learning feature creation, model training and prediction, and measurement dashboards; build and deliver the
data science roadmap for Fortune 100 companies; and develop Data Science and Engineering onboarding processes
and documentation practices. Requires a Master's degree (or higher) in Computer Science, Engineering, Physics,
Mathematics or related field (willing to accept foreign education equivalent) plus five (5) years of experience
developing, launching, and maintaining end to end pipelines for data ingestion, model training, serving, prediction,
and productionalization. Specific skills/other requirements (quantitative experience requirements not applicable to this
section) must possess the following: (i) applying machine learning to complex, real world problems using massive data
sets; (ii) standing up robust pipelines that handle large quantities of data; (iii) interfacing with large clients to perform
strategic planning, manage roll-out schedule and engage in executive communication; (iv) designing and testing
algorithm based experimentation to refine strategy and deliver successful models to production; (v) breaking down a
business case through iterative machine learning development; (vi) experience with distributed systems including
Hadoop, MapReduce, Spark, streaming data processing, cloud architecture, and cluster management; (vii) utilizing
programming skills including Scala, Haskell, Java and/or Python; and (viii) managing multi-tier projects and managing
team members in a distributed environment. Domestic travel (up to 20%) required based on company/client need.
Multiple positions available. Must have unrestricted authorization to work in U.S. M-F, 9:00 a.m. to 6:00 p.m. 45+
hours per week. Send resume to FOR_EMDS@bcg.com. An Equal Opportunity Employer.

Keywords: Formation, Inc., San Francisco , Engineering Manager - Data Science, Management & Business , San Francisco, CA, California

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Engineering Manager - Data Science
Description: Engineering Manager - Data Science Formation, Inc. - San Francisco, California : Design, develop, implement and optimize development processes including data cleaning, model development, model deployment, (more...)
Company: Formation, Inc.
Location: San Francisco, CA
Posted on: 06/25/2019

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