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., Ceres , Engineering Manager - Data Science, Management & Business , San Francisco, CA, California
Click
here to apply!
|