Data Scientist
Core
Build deployable statistical and machine learning models to deliver impactful solutions for consumer activation and digital developments at PepsiCo.
Role type
Senior IC Data Scientist (Machine Learning)
Builds
Production-level ML models and data-driven solutions for consumer activation
Domain
Consumer Goods / Retail / Machine Learning
Deliverable
production ML models
Required skills
Supervised and unsupervised ML modeling, Python development, Reinforcement Learning, Pyspark, SQL, Git, Cloud platforms, Business storytelling, KPI definition
Preferred skills
NLP, LLM, FAIR data, Responsible AI, Distributed machine learning, Jenkins, Docker
Technologies
Python, Pyspark, SQL, Git, Jenkins, Docker, Cloud platforms
Responsibilities
Build machine learning models with minimal oversight; Partner with product managers and data engineers; Refine business requirements into modeling problems; Research state-of-the-art methodologies; Set KPIs and metrics to evaluate analytics solutions; Create documentation for knowledge transfer.
Seniority
Senior, hands-on IC