data analyst forecasting products

Описание: 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.