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Machine Learning Engineer – Fulfillment
JD.COMMachine Learning Engineer focusing on demand forecasting and related optimization at JD.com. Designing and deploying models for global inventory flow decisions, influencing stock availability and customer experience.
Tech Stack
Tools & technologiesHadoopJavaPythonPyTorchScikit-LearnSparkTensorflow
About the role
Key responsibilities & impact- Design, implement, and evaluate machine learning models for demand forecasting, replenishment, and fulfilment optimization.
- Develop innovative algorithmic solutions to complex forecasting and supply chain problems in close collaboration with product, engineering, and operations teams.
- Contribute to the technical direction of the fulfilment intelligence platform and influence model architecture, system design, and best practices.
- Work onsite in London, UK.
Requirements
What you’ll need- Bachelor’s degree in Engineering, Computer Science, Mathematics, or a related technical field
- 3+ years of professional experience as a machine learning engineer or applied research scientist
- Experience programming in Java, C++, Python or related language
- Experience with neural deep learning methods and machine learning
- Demonstrated ability to work independently with minimal guidance; proactively manage tasks and priorities across multiple projects; analyze and execute work efficiently; collaborate effectively with cross-functional teams; and thrive in fast-paced, results-driven environments.
- Effective communication skills in English.
- Professional experience in e-commerce, retail forecasting, fulfilment logistics, inventory planning, or similar domains (preferred)
- Hands-on experience with modeling tools such as Python, PyTorch, TensorFlow, scikit-learn (preferred)
- Hands-on experience building large-scale distributed machine learning systems such as Hadoop, Spark (preferred)
- Effective communication skills in Chinese (preferred)
Benefits
Comp & perks- Competitive salary
- Great location
- Supportive, people-first culture
- Access to global projects
- Learning opportunities
- Inclusive environment that values every voice
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdemand forecastingreplenishment optimizationfulfilment optimizationprogramming in Javaprogramming in C++programming in Pythonneural deep learning methodsmodel architecturesystem design
Soft Skills
independent worktask managementcollaborationeffective communicationproactive managementresults-drivencross-functional teamworkanalytical skillsefficiencyadaptability