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Publicis Groupe

Runs advertising and digital transformation services

Senior Data Scientist

Data ScienceConfirmed live in the last 24 hours
Full-timeBirmingham, MI, USA$73.2k - $96.2k /yrIn-person

About the Job

Requirements

  • At least 3 years of work experience in quantitative analysis, with proven results leveraging customer or transaction data to address business objectives.
  • Strong knowledge of relational databases and SQL programming.
  • High proficiency in at least one popular programming language used for machine learning, such as Python or R.
  • Solid understanding of mathematical modeling, probability and statistics, and the design and simulation of stochastic systems.
  • Familiarity with the mathematics behind statistical learning algorithms including ARIMA, linear regression, logistic regression, centroid-based and hierarchical clustering, principal component analysis, decision trees and random forests, Bayesian inference, and Markov chain Monte Carlo.
  • Familiarity with advanced marketing analytics solutions such as customer segmentation, marketing mix modeling, and multi-touch attribution.
  • Familiarity with the capabilities and mechanics of advertising media channels including television, radio, print, search, display, email, ecommerce, and social.
  • Familiarity with marketing measurement and technology capabilities and mechanics, including ad servers, demand-side platforms, data management platforms, customer relationship management systems, and syndicated research.
  • Ability to speak and write professionally, and comfort presenting work by phone or within small groups.

Responsibilities

  • Design, estimate, tune, score, and maintain advanced statistical and mathematical models, including classification, numeric forecasts, customer segmentation, customer propensity, and attribution models.
  • Produce accurate statistical analysis and ensure the high quality of data analysis.
  • Interpret, document, and present analytical results to multiple business disciplines, providing conclusions and recommendations.
  • Translate analytical objectives into data requirements; extract, clean, and transform customer-level and aggregated data for analysis, modeling, segmentation, and reporting.
  • Collaborate with planning, audience strategy, and analytics teams to address marketing challenges, share insights, create models or solutions tailored to client business needs, and help shape and realize a vision for assigned accounts.

About the Company

Publicis Groupe

Runs advertising and digital transformation services

Publicis Groupe runs advertising, media buying and digital transformation services for companies that want to reach consumers, coordinate campaigns and improve their business systems. Its agency network includes creative and media specialists, while Publicis Sapient builds and modernizes the technology behind clients' operations. Epsilon adds customer data and marketing technology that connect brands with audiences and measure campaign results. Clients pay for consulting, campaign creation and execution, with production and media costs billed through alongside the group's service work. Founded in 1926, Publicis Groupe is headquartered in Paris, France.

Company size
10,001+
Company stage
IPO
Headquarters
Paris, France
Founded
1926

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