Senior ML Engineer - Demand & Assortment, Supply Chain

Decathlon Digital; Paris; Hybride; EUR 90 000 - 130 000; Plein temps

Avantages offerts par ce poste

Remote Friendly: 2 days/week

Internal and external training courses

Flexible work organization

Monthly and quarterly premiums

Résumé du poste

Decathlon Digital in Paris seeks a Senior Machine Learning Engineer to join the Demand and Assortment Planning team within Supply Chain. You will industrialize, deploy, and monitor AI models that optimize our supply chain operations, collaborating with Data Scientists, Data Engineers and Product Managers.

Youll design scalable ML solutions, maintain data pipelines, and implement retraining strategies, with hands-on work on Time Series forecasting, ML libraries, and MLOps.

Qualifications

• Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field.
• 5 years of experience in machine learning engineering or a similar role.
• Demonstrated experience in developing and deploying machine learning models.

Responsabilités

• Develop and implement AI models for demand and assortment planning in the supply chain domain.
• Collaborate with Data Scientists and Digital Product Managers to translate business requirements into scalable machine learning solutions.
• Collaborate with data engineering teams to optimize data pipelines and ensure timely availability of clean and relevant data for model training and inference.
• Implement strategies for model retraining and updating to adapt to changing market dynamics and business requirements.
• Industrialize machine learning models and deploy them into production environments.
• Monitor model performance and implement improvements to ensure accuracy and reliability.
• Work closely with cross-functional teams to integrate machine learning capabilities into existing systems and processes.
• Document best practices, SOPs, and technical specifications for machine learning models and deployment processes.
• Provide mentorship and guidance to junior members of the team, fostering a culture of continuous learning and knowledge sharing.
• Stay updated on emerging trends and best practices in ML and supply chain optimization.

Connaissances

Time Series Forecasting

Python

TensorFlow

PyTorch

scikit-learn

Data pipelines

MLOps

Containerization

CI/CD

Cloud platforms

Formation

Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field

Master's degree or higher in a relevant field

Outils

Databricks

AWS EKS

Sagemaker

Spark

Kafka

Description du poste

Decathlon Digital in Paris seeks a Senior Machine Learning Engineer to join the Demand and Assortment Planning team within Supply Chain. You will industrialize, deploy, and monitor AI models that optimize our supply chain operations, collaborating with Data Scientists, Data Engineers and Product Managers.

Youll design scalable ML solutions, maintain data pipelines, and implement retraining strategies, with hands-on work on Time Series forecasting, ML libraries, and MLOps.