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Head of Applied Science
Prague, Czech Republic · Remote · FullTime · IT
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About the role
Machine LearningForecastingSupply ChainPythonSQLSnowflakeBigQueryGCPStatisticsLeadership
Rohlik is the leading Central European e-grocer. More than a million customers shop with us across Rohlik.cz http://Rohlik.cz, Knuspr.de http://Knuspr.de, Kifli.hu http://Kifli.hu, Gurkerl.at http://Gurkerl.at, and Sezamo.ro http://Sezamo.ro, choosing from over 20,000 items delivered within hours in 15-minute windows.
Behind every order is a continuous stream of automated decisions: how much inventory to buy for each warehouse, how many pickers to schedule on Thursday morning, where in the warehouse a product should sit, and which van carries which bags. Our models make these choices every day across five countries. When a forecast is accurate, shelves stay full and waste is minimized. When a plan is right, warehouses run on exact labor needs and orders arrive precisely in the customer’s chosen window. Get it wrong, and it immediately translates into shrink, overtime, tied-up capital, and missed customer deliveries.
WHY THIS ROLE IS EXCITING
- Direct operational and business impact: Your team’s models directly drive availability, shrink, fulfillment costs, and working capital across all five markets.
- True ownership with zero friction: We operate automated production pipelines with no committee between your team and deployment—a solid backtest is all you need to ship.
- Unification of two core capabilities: You will bring Forecasting and Optimization into a single function, building an end-to-end decision-making ecosystem from the ground up.
- AI-first environment: Our engineers use AI coding agents (Devin, Claude Code) daily, and we expect you to push the boundaries of modern agentic workflows and tooling.
- Direct executive exposure: Reporting directly to the Group CTO, you will have the mandate and space to shape technical strategy and execution.
WHAT YOU WILL OWN AND DELIVER
- Business outcomes: Own the business results delivered by the forecasting and optimization portfolio, setting targets with cell leads and tracking financial and operational impact in production.
- Strategic roadmap & prioritization: Define which decisions to automate next across purchasing, fulfillment center planning, workforce scheduling, and commercial optimization (promotions, markdowns, demand shaping).
- Technical standards & architecture: Set the bar for problem framing, method selection, fast production MVPs, honest evaluation/backtesting against business metrics, and reliability monitoring.
- Function unification & leadership: Merge Forecasting and Optimization into one high-performing team; set hiring standards, develop ML engineers and applied scientists, and foster an AI-first way of working.
- Cross-functional partnership: Partner closely with cell leads, operations managers, product owners, and engineering leads to align on business metrics, baselines, and seamless system integration.
WHAT WE ARE LOOKING FOR
- Track record of impact: 8+ years applying machine learning, forecasting, or operations research to real operational or commercial problems, with clear metrics demonstrating business results.
- Works backwards from outcomes: A proven habit of defining target metrics first, selecting the simplest effective method, shipping fast MVPs, and iterating in production.
- Hands-on technical depth: Experience building and shipping production models in time-series/probabilistic forecasting or mathematical optimization (LP, MIP, CP, heuristics, simulation), with enough depth to review models and judge when simple heuristics beat complex models.
- Technical skills: Fluency in Python and SQL; hands-on experience with production pipelines, monitoring, and backtesting; familiarity with modern forecasting stacks or solvers (Gurobi, CPLEX, OR-Tools).
- Operational fluency: Experience working directly alongside supply chain, warehouse, or logistics operations, including spending time on the floor to understand problems before framing models.
- Leadership & communication: Proven experience leading technical teams, hiring top talent, developing engineers, and translating complex model mechanics into business trade-offs for executives.
- AI-first mindset: Active use of coding agents and modern AI tooling in your daily workflow, driving the same approach across your team.
- Quantitative background: M.S. or Ph.D. in Operations Research, Computer Science, Statistics, Applied Mathematics, or equivalent hands-on experience.
Nice to have:
- Experience in e-commerce, grocery, supply chain, or logistics at scale.
- Experience building or scaling a forecasting, optimization, or decision-science function from an early stage.
- Experience feeding probabilistic forecasts directly into optimization models.
- Experience with GCP, Snowflake, or BigQuery, and ML platforms such as ZenML or Vertex AI.
WHAT’S IN IT FOR YOU
- Fair reward - You’ll get a strong fixed salary, no bonus games, no politics. Great work is rewarded clearly and fairly.
- Good food every day - You’ll enjoy a free lunch every day and fresh fruit & veggies in the office. Because good food fuels great work.
- Life, not just work - You’ll have real flexibility three days in the office, 2 days at the Home Office where it suits you. And unlimited paid vacation based on trust.
- Personal growth - You’ll grow as fast as Rohlik does. Every challenge is a chance to learn and make an impact.
- Real impact - What you do here matters. You’ll see your work changing how people eat and live from day one.
- Recognition among colleagues - Your effort won’t go unnoticed. You can recognise others (and be recognised) through peer credits to use in our internal cafeteria.
- Xtra membership - You’ll get free Xtra membership and 10% cashback on everything you buy on Rohlik.cz http://Rohlik.cz.
- Sport & wellbeing - You’ll stay active with company sports challenges or a subsidised Multisport card.
- A team that sticks together - You’ll work with people who move fast, support each other and celebrate wins together.
- If this sounds like you - You’re someone who takes ownership, acts fast and gets things done. Ready to bake something great with us?
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