ФранцияSenior Data Scientist - Demand Forecast (f/m/d)
2 нед. назад
ФранцияSenior
time series forecastingmachine learningstatistical modeling
Senior Data Scientist role focused on developing AI models for demand forecasting and assortment planning within supply chain.
О компании
- aims to become the best sports digital platform and open ecosystem in the world. We want to enable customers to experience through many local sport-centric experiences by connecting many third-party actors and services, in a secure and performant way.
- Our digital teams bring together more than 5000 collaborators are united to build and scale digital products with the aim to always deliver the best value to our users. With a presence in more than 70 countries, is committed to innovation, sustainability, and customer satisfaction.
Обязанности
- Analyse and study historical sales data and market trends to forecast demand for products.
- Develop and implement advanced statistical models and machine learning algorithms for demand forecasting and assortment planning, including foundation models.
- Collaborate with cross-functional teams including Supply Chain Business, Engineering, and Product Development to align Data and AI efforts with business objectives.
- Evaluate and improve existing forecasting models and methodologies to enhance accuracy and efficiency.
- Communicate insights and recommendations to stakeholders through clear and concise data visualisations and presentations.
- Stay updated on industry trends and emerging technologies in data science and supply chain management.
Требования
- Bachelor's degree in Computer Science, Statistics, Mathematics, Engineering, or related field.
- 5+ years of experience in data science, statistical modelling, or related fields.
- Proficiency in Python for data analysis and modelling.
Будет плюсом
- Master's or Ph.D. degree in Data Science, Statistics, Operations Research, or related field.
- Minimum 5 years of experience in Data Science.
- Experience in demand forecasting, inventory optimisation, or supply chain analytics.
- Familiarity with Agile methodologies and project management tools.
- Previous experience in the retail or e-commerce industry is a plus.
- Experience in implementing Generative AI to enhance forecasting, alongside optimising business or organisational processes for product delivery.
Другое
- is seeking a talented and experienced Data Scientist to join our Demand and Assortment Planning team within the Supply Chain department. As a Senior Data Scientist, you will play a critical role in developing AI models into production and providing insights/recommendations to optimise demand forecasting and assortment planning processes. We welcome candidates with expertise in time series forecasting and a passion for leveraging data to drive business decisions.
- Proficiency in statistical analysis, forecasting, machine learning techniques, time series, time series foundation models and time series analysis (stationarity, decomposition, drift, anomaly detection).
- Experience with programming languages such as Python, Spark, TensorFlow, Pytorch for data analysis and modelling.
- Strong knowledge of data manipulation and visualisation tools such as pandas, NumPy, Matplotlib, or ggplot2.
- Familiarity with database systems and querying languages (e.g., SQL, PySpark) for data extraction and manipulation.
- Experience with demand forecasting and inventory optimisation software/tools is a plus.
- Experience with Generative AI is a plus.
- Excellent analytical and problem-solving abilities with a keen attention to detail.
- Strong communication and collaboration skills to work effectively in cross-functional teams.
- Ability to translate complex technical concepts into actionable insights for non-technical stakeholders.
- Self-motivated with a proactive approach to learning and professional development.
- Ability to thrive in a fast-paced and dynamic environment with changing priorities.
- Initiative and proactivity
- Execution Engine: Databricks, AWS EKS, Sagemaker
- Payload: Python, Spark, Scikit-Learn, Tensorflow / Pytorch, Pyspark
- CICD: Github Actions
- Serving: Docker, Protobuf, gRPC
- Model registry, Model Tracking: MLFlow
- Orchestration: Airflow
- Documentation / code: Git, Confluence
- Data Visualisation: Tableau
- Agentic & Gen Ai : Gemini Enterprise Agent Platform
- Imaginez si la technologie nous permettait de repousser les frontières et d'offrir des expériences sportives inédites. C'est précisément notre ambition chez Digital ! Nous sommes une équipe de plus de 5 000 experts en ingénierie logicielle, gestion de produits, données, cloud et cybersécurité, répartis à Paris, Lille et Amsterdam. Ensemble, nous créons la plus vaste plateforme sportive numérique, en exploitant les innovations technologiques pour optimiser la chaîne de valeur, concevoir des expériences connectées et donner une seconde vie à nos produits.
- Changeons la donne pour de bon. Notre passion du sport nous guide et nous voulons qu’elle perdure. C’est pourquoi nous nous engageons à bâtir un modèle technologique plus durable, en réduisant notre impact direct sur l'environnement, et en créant un espace sûr et inclusif pour apprendre et nous épanouir ensemble. Rejoins l’équipe et façonnons le futur du sport.