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Senior Data Scientist

Company: The Boston Consulting Group, Inc.
Location: Boston, MA
Posted on: February 22, 2021

Job Description:

Senior Data Scientist - (The Boston Consulting Group, Inc. - Boston, Massachusetts): Support the design and build of analytics solutions and products that inform client management on key decisions related to operational efficiency and revenue generation. Specific duties include: gather, organize, and analyze complex data assets, perform modeling and algorithm design, identify business insights, and support the development of data science solutions through data mining, predictive analytics, and predictive modeling; frame new business challenges, build fact bases, scope a projects business needs, conceptualize metrics for analysis, design algorithms and innovative analytics workflows, and build and execute solid analytics work plans; analyze and interpret data to meet business and operational requirements; create scale by building tools and analytics-based applications; propose strategic recommendations in collaboration with case teams; research emerging data science frameworks and tools and evaluate their suitability for the business; and support knowledge infrastructure projects and act as a thought leader on leading-edge business applications, tools and approaches. Requires a Masters degree in mathematics, statistics, analytics, data science, engineering, computer science, or related field (willing to accept foreign education equivalent) and two (2) years of experience developing advanced data analytics solutions in an Enterprise environment. In lieu of Masters degree plus two (2) years of experience as previously noted, BCG will accept a doctorate (Ph.D.) degree in mathematics, statistics, analytics, data science, engineering, computer science, or related field (willing to accept foreign education equivalent) with no experience required. Specific skills/other requirements (quantitative requirement not applicable to this section) - must possess the following skills: (i) apply core analytics methodologies including at least two of the following: predictive modeling; exploratory data analysis; descriptive statistics; variable reduction; and/or segmentation/clustering; (ii) design complex analytics solutions and products using at least two of the following analytics techniques: time series analysis; linear, logistic, and multinomial regression; decision-tree based models; neural networks; Monte Carlo simulations; matrix factorization; deep learning approaches; and/or natural language; processing; (iii) develop customized data queries and conduct extensive data extraction and evaluation on large datasets; (iv) design processes and tools to monitor and analyze model performance and data accuracy; (v) perform data visualization using at least one of the following tools: Tableau; GIS toolkits; JavaScript/D3; and/or R Shiny; and (vi) support quality control and performance testing in multiple languages, including at least two of the following: Python; R; Spark; and/or SQL. Domestic/international travel required (up to 80%) based on client/company need. Multiple positions available. M-F, 9:00 a.m. to 6:00 p.m. 45+ hours per week. Send resume to BOSSDS@bcg.com. An Equal Opportunity Employer.

Keywords: The Boston Consulting Group, Inc., Springfield , Senior Data Scientist, Consulting , Boston, MA, Massachusetts

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