Senior Data Scientist
hace 2 semanas
Overview:
Are you ready to work as a **Data Scientist** for our Global business in **Barcelona**? You will be part of a growing team to create and support global digital developments for PepsiCo around topics related with Revenue Management, Supply Chain, Manufacturing, Logistics.
You will be part of a collaborative interdisciplinary team around data, where you will be responsible of building deployable statistical/machine learning models, starting from the discovery phase. You will work with process owners, product owners and final business users. This will provide you the correct visibility and understanding of criticality of your developments. You will be an internal ambassador of the team's culture around data and analytics. You will provide stewardship to colleagues in the areas that you are an specialist or you are specializing.
The project’s builds the necessary setup for **FP&A (Financial Planning and Analysis)**, refine / create the data transformation capabilities, and create / evolve Machine Learning / Artificial Intelligence models for P&L and OCF based on both internal and external data sources. Objective is to **build forecast models** for **P&L (NOPBT - **Net Operating Profit before Tax**) and OCF** (Operating Cash Flow) and
- Replace the Manual forecast which removes the bias introduced by the planners in the forecast
- Augment the Manual planners with estimates to enable Forecasts by exception
- To increase granularity at which the forecasting is done without trading off the accuracy
**Responsibilities**:
**Your Day to Day with us**:
- Ensure data access for discovery and proper data is prepared for model usage partnering with data engineers.
- Partner with ML engineers working on industrialization.
- Coordinate work activities with Business teams, other IT services.
- Guide the use of the Platform toolset and focus on 'the art of the possible' demonstrations to the business.
- Communicate with team members in the process of service design, training and knowledge transfer.
- Support large-scale experimentation and build data-driven models.
- Set Metrics to evaluate analytics solution given a use case.
- Refine requirements into modelling problems.
- Influence product teams through data-based recommendations.
- Research in methodologies.
- Generate reusable packages or libraries.
- Create documentation for insights and knowledge transfer.
Qualifications:
**What experience do you need to succeed?**
- Building solutions in the FP&A Financial Planning and Analysis space.
- Statistical/ML techniques to solve forecasting, supervised (regression, classification) and unsupervised problems.
- ETL and/or data wrangling techniques. Fluent in SQL syntaxis.
- In particular, work experience in time series forecasting using ML is a plus.
- Developing business problem related statistical/ML modeling with industry tools with primary focus on Python development.
- In particular, work experience deploying analytics into production using Azure or Databricks environments is a plus.
- Working in a team to deliver production level solutions. Fluent in git (version control).
- Business storytelling and communicating data insights in business consumable format.
- Agile methodology for teamwork and analytics 'product' creation.
**What makes us different?**
- Hybrid work model: combination of remote and collaborative office experience to enable innovation
- Entrepreneurial environment in leading international company
- Professional growth possibilities & learning opportunities
- Variety of benefits to support your physical, emotional and financial wellbeing
- Volunteering opportunities to help external communities
- Diverse team with more than 30% of female representation & over 30 nationalities
- Have a stake in D&I strategy and bring your whole self to work
**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.
So, if you’re ready to be a part of a playground for those who think big, we’d love to chat.
- We encourage the diversity of applicants across gender, age, ethnicity, nationality, sexual orientation, social background, religion or belief and disability.
LI-Hybrid
Locations: Barcelona, Spain; Vitoria-Gasteiz, Spain
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