8 дней назад
Head of Forecasting and Optimization
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Head of Forecasting and Optimization (Machine Learning/Operations Research): Unifying forecasting and optimization capabilities to automate purchasing, fulfillment, workforce scheduling, and commercial decisions across five e-commerce markets with an accent on measurable operational and financial impact. Focus on setting the technical roadmap, shipping production models, leading the combined team, and applying AI-first engineering practices.
Location: Prague, Czech Republic; hybrid work with three days in the office and two days working from home
Company
is a Central European e-grocery company serving more than one million customers across five countries through regional online grocery platforms.
What you will do
- Own business outcomes for forecasting and optimization, including availability, shrink, fulfillment costs, working capital, and delivery performance.
- Set the roadmap for automating decisions across purchasing, fulfillment center planning, workforce scheduling, promotions, markdowns, and demand shaping.
- Define standards for problem framing, method selection, production MVPs, backtesting, business-metric evaluation, and reliability monitoring.
- Unify Forecasting and Optimization into one high-performing function and lead hiring, development, and technical execution.
- Partner with operations managers, cell leads, product owners, and engineering leads to align metrics and integrate models into production systems.
- Report directly to the Group CTO and shape technical strategy and execution.
Requirements
- 8+ years applying machine learning, forecasting, or operations research to operational or commercial problems with measurable business results.
- Production experience with time-series or probabilistic forecasting and mathematical optimization, including LP, MIP, CP, heuristics, or simulation.
- Fluency in Python and SQL, with hands-on experience in production pipelines, monitoring, and backtesting.
- Experience with forecasting stacks or solvers such as Gurobi, CPLEX, or OR-Tools.
- Experience working directly with supply chain, warehouse, or logistics operations and translating model mechanics into executive-level business trade-offs.
- Experience leading technical teams, hiring talent, developing engineers, and using modern AI coding agents in daily work.
Nice to have
- Experience in e-commerce, grocery, supply chain, or logistics at scale.
- Experience building a forecasting, optimization, or decision-science function from an early stage.
- Experience feeding probabilistic forecasts into optimization models.
- Experience with GCP, Snowflake, BigQuery, ZenML, or Vertex AI.
Culture & Benefits
- Strong fixed salary without bonus-based compensation.
- Unlimited paid vacation and flexible hybrid work.
- Free daily lunch, fresh fruit and vegetables, and free Xtra membership with 10% cashback on .cz.
- Peer recognition credits, personal growth opportunities, and company sports or a subsidized Multisport card.
- Fast-moving, collaborative environment focused on ownership, practical impact, and AI-first workflows.
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