Senior Data Science Manager

hace 1 semana

Cornellà del Terri, Gerona, España PepsiCo A tiempo completo
About the Role

We are seeking a highly skilled Senior Data Science Manager to lead our forecasting engine team at PepsiCo. As a key member of our data science organization, you will be responsible for developing and sustaining our proprietary forecasting engine, leveraging statistical and machine learning models to drive global digital advancements.

Key Responsibilities
  • Develop a sustainable analytical toolkit, including libraries and components, to deploy via configuration for specific projects and datasets.
  • Manage requests from market-specific teams through data-driven prioritization, keeping the long-term product vision in mind.
  • Partner with data engineers and other data teams to ensure data readiness and accessibility for model consumption.
  • Coordinate work activities with business teams, other IT services, and other teams as required.
  • Drive the use of the Platform toolset and focus on 'the art of the possible' demonstrations to the business as needed.
  • Communicate with business stakeholders in the process of service design, training, and knowledge transfer.
  • Support large-scale hypothesis testing and build data-driven models.
  • Set KPIs and metrics to evaluate analytics solutions given a particular use case.
  • Translate requirements into modeling problems.
  • Influence product teams through data-based recommendations.
  • Research and bring to practice state-of-the-art methodologies.
  • Create documentation for learnings and knowledge transfer.
  • Create reusable packages or libraries.
  • Manage team members' objectives and expectations.
  • Organize day-to-day tasks and mid-term roadmap of releases, using ADO board or any other tool.
Requirements
  • 8+ years of experience in Statistical/ML techniques to solve supervised (regression, classification) and unsupervised problems, and in particular time series forecasting.
  • 6+ years of experience in ETL and/or data wrangling techniques.
  • 6+ years of experience in developing business-centered statistical/ML modeling with the use of industry tools, preferably Python or Scala-based.
  • Fluent in Git (version control). Understanding Docker is a plus.
  • Experience with distributed machine learning.
  • Business storytelling and communicating data insights in business consumable format.
  • Strong communication and organizational skills with the ability to deal with ambiguity while juggling multiple priorities.
  • Experience with Agile methodology to organize teamwork and analytics 'product' creation.
About PepsiCo

We believe that culture should be at the cornerstone of everything we do at PepsiCo. We are agile, innovative, and not afraid of failure. We want our team to come to work every day excited to explore new ways to bring enjoyment, refreshment, and fun to the world.

We are committed to creating a diverse and inclusive workplace where everyone feels valued and empowered to contribute their best work. We encourage applicants from all backgrounds to apply.

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