Data Scientist
hace 5 días
We are seeking a highly skilled Data Scientist to join our team at PepsiCo, where you will play a key role in driving our digital evolution and accelerating transformation across our global operations.
Key Responsibilities- Data Insights Generation: Develop and implement advanced analytics models to generate insights from agronomic data, providing recommendations to maximize agricultural production in a sustainable way.
- Data Access and Preparation: Collaborate with data engineers to ensure seamless data access for discovery and prepare data for model usage.
- Analytics Pipeline Development: Design and implement analytics pipelines and dashboards to refresh and share results for main use cases, including geo-spatial information.
- Large-Scale Experimentation: Support large-scale experimentation and build data-driven models to drive business growth.
- Model Deployment: Deploy reusable models and recommendations engines to different regions, with proper localization to their particularities.
- Methodology Research: Research and develop methodologies to fine-tune the approach for every analytics use case, with validation of leads.
- Reusable Packages Development: Generate reusable packages or libraries, with proper documentation.
- 3+ years' experience building solutions in the supply chain space.
- 3+ years working in a team to deliver production-level analytic solutions - Fluent in git (version control).
- 3+ years' experience in ETL and/or data wrangling techniques - Fluent in SQL syntax.
- 3+ years' experience in Statistical/ML techniques to solve supervised (regression, classification) and unsupervised problems.
- 3+ years' experience in developing business problem-related statistical/ML modeling with industry tools, with primary focus on Python or PySpark development.
- Experience using geo-spatial datasets.
- Fluent in one Visualization tool, ideally Power BI.
- Experience with crop modeling.
- Experience with climate/weather data.
- Experience with remote sensing.
- Understanding of Docker.
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.
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