3 сен

data analyst forecasting products

выше рынка на 130,3%
вакансия 594 049 ₽
в среднем 257 932 ₽
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описание

Requisition ID 3015

inDrive is a global tech company that provides ride-hailing, freight, delivery, intercity travel and financial services across 48 countries. Its products are designed around fair pricing and positive impact on local communities.

задачи

  • Own the forecast as a decision-making product by tracking plan versus actuals, decomposing variances into business drivers, and explaining changes in business terms;
  • Support company planning cycles with forecast baselines for target setting and budgeting, aligning assumptions with finance and business stakeholders;
  • Build and run scenario analysis for pricing changes, incentive and marketing spend, product launches, and market expansion;
  • Maintain dependency logic connecting supply, demand, and financial metrics across markets;
  • Translate ambiguous business questions into measurable forecasting problems and communicate assumptions, uncertainty, and limitations;
  • Run and monitor recurring daily and monthly forecasts, including data completeness, sanity checks, and run-over-run drift;
  • Investigate anomalies end to end, from inputs and business transformations to forecast outputs, and identify the underlying business reason;
  • Improve models pragmatically through baselines, honest validation, and model choices driven by measurable planning value;
  • Maintain readable Python code, documentation, and versioned changes.

требования

  • 4+ Years in analytics, forecasting, or planning roles;
  • Strong understanding of plan/fact cycles, target setting, driver-based models, and unit economics;
  • Practical command of time-series forecasting, including seasonality, holidays, external regressors, structural breaks, and missing data;
  • Confident Python skills with the pandas ecosystem and the ability to maintain and extend production code;
  • Advanced SQL and experience with large datasets in a cloud data warehouse;
  • Rigorous validation habits, including appropriate baselines, no data leakage, and error metrics tied to business impact;
  • Ownership mindset and comfort investigating issues across data, model, and integration boundaries;
  • Professional working proficiency in English and the ability to defend a number in front of senior stakeholders;
  • Nice to have: background in mobility, marketplaces, or other supply-and-demand systems, experience supporting financial planning, S&OP, or budgeting processes, econometrics and causal inference, marketing-response models, hierarchical forecasting across multiple markets, production batch pipeline experience, BigQuery, Git-based workflows, CI/CD.

условия

  • Annual salary from EUR 70 700 gross;
  • Access to mentoring, career consulting, and learning programs;
  • Global Talent Exchange Program;
  • Company-wide challenges, awards, sports activities, employee-led social impact, and volunteering projects;
  • Co-financed language courses and internal speaking clubs;
  • Final benefits may vary depending on the location.

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