Mgr of Data Science (REMOTE) (MD)
Job Location: N/A
Date Posted: 2021-08-26
Our client, a Data Science Solutions firm with a focus on providing advanced marketing and performance capabilities to assist fortune 500 clients in transforming their organizations is seeking a Manager of Data Science. Seeking individuals who can lead data scientists to support the creation and implementation of customer-led strategies and commercial transformations.
Work with practice leaders and clients to understand business goals and translate them into Machine Learning use cases and model design. Understanding and applying clustering/sampling techniques to design. Having and growing an understanding of the multi-channel marketing optimization problem space. Performing exploratory data analysis to understand relationships, opportunities to influence outcomes and how to attribute cross channel outcomes. Being able to quickly iterate over common feature transformation and model types to find the best predictive models. Create and maintain efficient data pipelines, often within clients’ architecture; typically, data are from a wide variety of sources, internal and external, and manipulated using SQL, spark, and Cloud big data technologies. Assemble large, complex data sets - from client and external sources -that meet functional / non-functional business requirements. Conduct statistical data analysis, including exploratory data analysis, data mining, and document key insights and findings toward decision making. Being able to interpret the models that are being generated. Developing proofs of concept to verify your ideas. Closing the loop to make sure that the proposed solution is performing as it should and is correctly understood by clients. Working closely with clients throughout.
MS in Statistics, Analytics, Operations Research, Social Sciences, or Data Science. 5+ years' experience with a combination of hands-on work and management experience. Prior experience working with large quantitative and qualitative datasets both hands on and managing teams doing the work. Prior hands-on experience working in R or Python, Scala, SAS. Experience with SQL and relational databases, query authoring (SQL) and tuning as well as working familiarity with a variety of databases including Hadoop/Hive. Proven ability to deploy machine learning models from the research environment (Jupyter Notebooks). Comfortable with cloud-based platforms (AWS, Azure, Google). Experience with Google Analytics, Adobe Analytics, Optimizely is a plus. Experience in digital marketing a plus.
Please contact Marc Devito at email@example.com
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