Senior Data Scientist
hace 1 mes
Join our team as a Senior Data Scientist - Agro Analytics and contribute to PepsiCo's digital transformation. As part of the Analytics stream of the Global Agro Digital Transformation initiative, you will support the development of analytics use cases for Agro, focusing on data exploration and visualization, and the modeling of agricultural processes.
Key Responsibilities:
- Generate insights from agronomic data to provide recommendations for sustainable and high-quality agricultural production.
- Ensure data access for discovery and prepare data for model usage in collaboration with data engineers.
- Develop analytics pipelines and dashboards to refresh and share results for main use cases, including geo-spatial information.
- Support large-scale experimentation and build data-driven models.
- Deploy reusable models and recommendations engines to different regions, with proper localization to their particularities.
Requirements:
- 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.
Additional Qualifications:
- Experience with crop modeling is a plus.
- Experience with climate/weather data is a plus.
- Experience with remote sensing is a plus.
- Understanding of Docker is a plus.
About PepsiCo:
We believe that culture should be at the cornerstone of everything we do at PepsiCo. Our hybrid work model combines remote and collaborative office experience to enable innovation. We offer a range of benefits to support your physical, emotional, and financial wellbeing, as well as volunteering opportunities to help external communities.
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