Data Scientist

2 semanas atrás

Vila Velha, Espírito Santo, Brasil PepsiCo Tempo inteiro
Overview
Your role will be to be part of growing team based in Barcelona , to create and support global digital developments for PepsiCo. As a Data Science Analyst , you will play a pivotal role in leveraging advanced analytics and machine learning to deliver impactful solutions across critical business topics such as Consumer Insights, Revenue Management, Supply Chain, Manufacturing, and Logistics.
You will be part of a collaborative interdisciplinary team around data, where you will be responsible of building deployable statistical/machine learning models, beginning from the discovery phase through to implementation. You'll collaborate closely with process owners, product managers, and end-users to ensure your developments are aligned with business priorities and drive measurable outcomes.
You will be an internal ambassador of the team's culture around data and analytics fostering a culture of innovation, analytics, and collaboration fostering a culture of innovation, analytics, collaboration, and being a data driven leader . You will provide stewardship to colleagues in the areas that you are a specialist or you are specializing contributing to the team's growth and success in data and analytics.
Responsibilities
  • Contributing member in a digital project acting as tech lead for the project.
  • Act as a subject matter expert in one other digital project.
  • Support lead contributor in innovation activities
  • Partner with product managers in taking DS requirements and assessing DS components in roadmaps.
  • Partner with data engineers to ensure data access for discovery and proper data is prepared for model consumption.
  • Partner with ML engineers to industrialize solutions.
  • Contribute with work activities that involve Business teams, other IT services and as required.
  • Drive the use of the Platform toolset and to also focus on 'the art of the possible' demonstrations to the business as needed.
  • Communicate with business stakeholders in the process of service design, training and knowledge transfer.
  • Support large-scale experimentation and build data-driven models.
  • Set KPIs and metrics to evaluate analytics solution given a particular use case.
  • Refine requirements into modelling problems.
  • Influence product teams through data-based recommendations.
  • Research in state-of-the-art methodologies.
  • Create documentation for learnings and knowledge transfer.
  • Support in creation reusable packages or libraries.
Qualifications
  • 4+ years' experience building solutions in the commercial or in the supply chain space.
  • 4+ years working in a team to deliver production level analytic solutions. Fluent in git (version control). Understanding of Jenkins, Docker are a plus.
  • 4+ years' experience in ETL and/or data wrangling techniques. Fluent in SQL syntaxis.
  • 2+ years' experience in Statistical/ML techniques to solve supervised (regression, classification) and unsupervised problems. Experiences with Deep Learning are a plus.
  • 2+ years' experience in developing business problem related statistical/ML modeling with industry tools with primary focus on Python or Scala development.
  • Business storytelling and communicating data insights in business consumable format. Fluent in one Visualization tool.
  • Strong communications and organizational skills with the ability to deal with ambiguity while juggling multiple priorities
  • Experience with Agile methodology for team work and analytics 'product' creation. Fluent in Jira, Confluence.
  • Experience with Azure cloud services is a must.
  • Experience in Reinforcement Learning is a plus.
  • Experience in Simulation and Optimization problems in any space is a plus.
  • Experience with Bayesian methods is a plus.
  • Experience with Causal inference is a plus.
  • Experience with NLP is a plus.
  • Experience with working with FAIR data is a plus.
  • Experience with Responsible AI is a plus.
  • Experience with distributed machine learning is a plus
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