7 дней назад
Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI) (Retail Demand Forecasting/Supply Chain Analytics): Designing and implementing advanced machine learning and statistical models for demand forecasting and intelligent decision-making in global retail organizations with an accent on time series forecasting, hierarchical modeling, and scalable AI/ML solutions. Focus on building demand sensing models, optimizing forecast accuracy, developing real-time APIs, and solving complex supply chain analytics challenges.
Location: Opportunities for onsite travel during key project phases
Company
develops an AI-first enterprise planning platform that helps global organizations optimize supply chains, automate decisions, and improve operational efficiency.
What you will do
- Design, implement, and optimize machine learning and statistical models for retail demand forecasting.
- Develop demand sensing, demand forecasting, simulation, stochastic modeling, and supply chain analytics solutions.
- Apply clustering, regression, ensemble learning, neural networks, time series forecasting, and optimization techniques.
- Analyze complex datasets, assess analytical approaches, and communicate recommendations using metrics such as forecast accuracy, bias, and MAPE.
- Develop modules and APIs for real-time integration with external systems through web services.
- Collaborate with clients, project managers, solution architects, consultants, and data engineers to deliver scalable AI/ML solutions.
Requirements
- 4+ years of experience in time series forecasting at scale, preferably in retail or supply chain domains.
- Hands-on experience with hierarchical forecasting and heuristic-based best-fit models using LightGBM, ARIMA, Prophet, and exponential smoothing.
- Experience with demand planning, supply planning, market intelligence, inventory optimization, or pricing strategies.
- Bachelor’s degree in Computer Science, Mathematics, Statistics, Economics, Engineering, or a related field.
- Proficiency in Python, statistical modeling, machine learning algorithms, feature engineering, model tuning, validation, and scalable ML frameworks.
- Strong analytical, communication, presentation, independent-working, and collaboration skills.
Nice to have
- Experience with SQL, databases, and ETL tools.
- Exposure to Hadoop, Hive, Spark, MapReduce, or other distributed computing technologies.
- Experience implementing planning or supply chain applications.
- Understanding of supply chain concepts and retail planning processes.
- Master’s degree in a relevant technical, analytical, business, or operations field.
Culture & Benefits
- Competitive compensation with stock options for eligible candidates.
- Flat organizational structure with an entrepreneurial culture and minimal corporate politics.
- Learning environment with continuous mentorship and collaboration.
- International, diverse, and inclusive workplace culture.
- Strong focus on work-life balance, employee well-being, volunteering, and social impact initiatives.
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