Senior Data Scientist - Integrated Business Planning (IBP)

Key Skills

Aartificial intelligence, Data science techniques, Machine learning techniques, Pandas, Python Programming, Scikit-learn, SQL

Job Description

Responsibilities

• Explore and analyze data to gain powerful insights, both from a data science as from a business perspective
• Create, evaluate, compare and improve forecasting models to attain a business-grade AI forecast
• Integrate your forecasting models into the existing DataOps/MLOps environment so that they are scalable, robust and production-ready
• Explain your findings and conclusions both to a Data Science audience as well as to a business audience. Always keep in mind the business relevance of your work
• Integrate into a multidisciplinary team, collaborate with other members to improve the overall team efficiency and results
• Supervise the models in production to detect failures or performance issues and debug them if needed
• Create and maintain documentation for insights and knowledge transfer
• Research and apply novel technologies that may improve the existing processes

Qualifications

• Building complete solutions in machine learning, including data exploration, feature engineering, model design and evaluation, and deployment in production
• Statistical/ML techniques and concepts. Pyspark, Python, Pandas, Scikit-Learn, SQL
• Experience with Azure and/or DataBricks is a big plus
• Experience with time series forecasting is a plus
• Business storytelling and communicating data insights in business consumable format
• Agile methodology for team work and analytics 'product' creation
• Great communication skills, both to technical and to business audiences
• Capacity to work in a complex project, with many stakeholders involved in different stages of the system
• Must feel comfortable working inside a team, with frequent collaborative sessions
• Capacity to plan, to prioritize goals and to define and enforce limits to the time and effort required to achieve an objective
• Ability to work and set a roadmap when dealing with new problems for which the solution is not clear beforehand and some exploration and trial and error is required

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.

PepsiCo Positive (pep+) is the future of our organization – a strategic end-to-end transformation, with sustainability at the center of how we will create growth and value by operating within planetary boundaries and inspiring positive change for the planet and people.