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Job Summary
We are seeking a highly skilled Senior Data Scientist to join our Agro Analytics team. As a key member of our team, you will be responsible for generating insights from agronomic data to provide recommendations to maximize agricultural production sustainably and with good quality.
Key Responsibilities
- Generate insights from agronomic data to provide recommendations to maximize agricultural production sustainably and with good quality.
- Ensure data access for discovery and proper data is prepared for model usage partnering with data engineers.
- Generate analytics pipelines and dashboards to refresh and share results for main use cases, including geo-spatial information, to enable stakeholders to have access to main results.
- Support large-scale experimentation and build data-driven models.
- Deploy reusable models and recommendations engines to different regions, with proper localization to its particularities.
- Research methodologies to fine-tune the approach for every analytics use case, with the validation of leads.
- Generate reusable packages or libraries, with proper documentation.
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.
Preferred Qualifications
- Experience using geo-spatial datasets.
- Fluent in one Visualization tool, ideally PowerBI.
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.
