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The Coca-Cola Company

Sells soft drink concentrates to bottlers worldwide

Manager – Machine Learning Operations

Applied Machine LearningPosted on Nov 12
Full-time

About the Job

Requirements

  • A Bachelor's or Master's degree in a quantitative field, such as Data Science, Statistics, Computer Science, Economics, Finance, Mathematics, or another quantitative discipline.
  • Experience gathering, interpreting, and translating business requirements.
  • At least 2 years of experience with analytical and programming languages and packages such as Python, R, and SQL.
  • Ability to understand various data structures and common methods in data transformation.
  • Knowledge and experience applying statistical, modeling, and mathematical optimization techniques, including hypothesis testing, dimensionality reduction, Mixed-Integer Programming, supervised learning (classification and regression), Bayesian modeling, forecasting, and unsupervised clustering, and putting solutions into production.
  • Experience with code version control platforms such as GitHub, GitLab, or Azure DevOps.
  • Ability to handle multiple competing priorities in a fast-paced, deadline-driven environment.
  • Strong attention to detail and problem-solving skills.
  • Ability to work in a collaborative team environment.
  • Ability to be innovative, adaptable, and self-directed.
  • Results orientation and delivery focus.
  • Presentation skills and ability to communicate technical topics to business audiences.
  • Ability to collaborate across organizational levels.
  • Ability to lead a discussion to defined outcomes.

Responsibilities

  • Collaborate with cross-functional teams to understand business requirements and objectives.
  • Translate business requirements by incorporating data and developing machine learning and artificial intelligence algorithms to produce actionable insights for functional areas and use cases, including Marketing, Finance, Technical Innovation, and Supply Chain across the globe.
  • Leverage large structured and unstructured data sets to derive meaningful insights and information sets for modeling.
  • Visualize and interpret data and create reports and actionable insights.
  • Communicate complex analytical work to technical and non-technical stakeholders.
  • Partner with Machine Learning Operations teams to scale and operationalize machine learning and artificial intelligence use cases.
  • Maintain technical documentation in accordance with agreed standards.
  • Build and maintain a robust library of data science solutions, reusable templates, algorithms, and supporting code.
  • Leverage continuous integration and continuous delivery principles to automate and improve deployment repeatability.
  • Keep abreast of industry trends and developments in data science and analytics.

About the Company

The Coca-Cola Company

Sells soft drink concentrates to bottlers worldwide

The Coca-Cola Company owns and markets beverage brands sold around the world, including Coca-Cola, Sprite, Fanta, Dasani, Powerade and fairlife. Its flagship cola has been sold in the United States since 1886 and anchors a portfolio spanning sparkling drinks, water, sports drinks, coffee, tea, juice and dairy. Rather than bottling most drinks itself, it sells concentrates and syrups to a franchised network of independent bottlers, which package and distribute finished beverages. It earns most revenue from those concentrate sales, plus finished drinks from bottlers it owns. The company was incorporated in 1892 and is headquartered in Atlanta, Georgia.

Company size
10,001+
Company stage
IPO
Headquarters
Atlanta, GA
Founded
1892

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