M

Mondelez International

Makes cookies, chocolate, gum and candy worldwide

Forecasting Analyst - Functional Analytics

Data ScienceUpdated on Nov 13
Part-timeNo salary listed

About the Job

Requirements

  • Experience using data analysis to make recommendations to analytics leaders.
  • Understanding of analytics practices.
  • Knowledge of key performance indicators and scorecards.
  • Minimum 3 years of data science or artificial intelligence experience, with a strong focus on forecasting and/or supply chain analytics.
  • Minimum 3 years of experience in supply chain, agriculture, mining, or another related field.
  • Experience with time-series modeling, including ARIMA, Prophet, exponential smoothing, and state-space models; driver-based and causal modeling approaches, including structural equation models, causal inference, and Bayesian structural time series; machine-learning-based forecasting, including gradient boosting and neural networks; and deep-learning approaches, including LSTMs and Transformers.
  • Experience with model interpretability and explainability techniques, including SHAP, LIME, partial dependence plots, and counterfactual explanations.
  • Experience with Python, PySpark, and SQL.
  • Experience with model productionization, CI/CD pipelines, model monitoring, and lifecycle management using MLflow or an equivalent.
  • Background in statistics, probability distributions, hypothesis testing, A/B testing, and multivariate analysis.
  • Ability to communicate complex model outputs and recommendations to leaders and non-technical stakeholders.

Responsibilities

  • Execute the business analytics agenda in conjunction with analytics team leaders.
  • Work with external partners who leverage analytics tools and processes.
  • Use models and algorithms to uncover signals, patterns, and trends that drive long-term business performance.
  • Execute the business analytics agenda using a methodical approach that conveys to stakeholders what business analytics will deliver.
  • Design, develop, and operationalize advanced forecasting models for cocoa market dynamics, including supply availability, demand planning, and price forecasting.
  • Ensure model integration and deployment comply with data science standards, including approved cloud architectures, MLOps practices, security protocols, and governance frameworks.
  • Partner with procurement, supply chain planning, finance, and commodity trading teams to align model outputs with business decision-making.
  • Implement model-monitoring frameworks to detect forecast drift and performance degradation; maintain comprehensive documentation of models, logic, and performance metrics.
  • Explore and apply generative AI capabilities, such as large language models for market-intelligence summarization and information retrieval from unstructured commodity reports.

Desired Qualifications

  • Knowledge of business intelligence tools such as Tableau, Excel, Alteryx, R, or Python.
  • Experience in agriculture, mining, manufacturing, or commodity markets, including cocoa, coffee, sugar, or other agricultural commodities.
  • Exposure to generative AI tools and techniques, including large language models, retrieval-augmented generation, and Transformers, particularly for unstructured data processing such as market reports, news, and research papers.
  • Consumer packaged goods industry experience, particularly in raw material sourcing or supply chain strategy.
  • A master's degree is preferred.

About the Company

Mondelez International

Makes cookies, chocolate, gum and candy worldwide

Mondelez International makes snack foods sold in grocery stores, convenience shops and online from North America and Europe to Latin America, Asia and Africa. Its brands include Oreo and Chips Ahoy cookies, Cadbury, Milka and Toblerone chocolate, Trident gum and Halls cough drops. The company runs factories around the world, buys large amounts of cocoa and wheat, and ships finished snacks to retailers and distributors. It earns money by selling these branded snacks at wholesale, and it grows by adding local brands and buying regional bakeries and snack makers. Mondelez took its current name in 2012, when Kraft Foods split off its North American grocery business, and is based in Chicago.

Company size
10,001+
Company stage
IPO
Headquarters
Chicago, IL
Founded
1903

Recently Posted Jobs

Explore more opportunities at Mondelez International

See more jobs