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About the role
Applied Science Manager, LMEA at Amazon Japan G.K.
Required Skills
machine learningoptimizationpythondata pipelinessupervised learningreinforcement learningstatistical modelingnlp
About the Role
Lead a team of data and research scientists to develop and deploy ML and optimization models for Amazon's last-mile delivery network. Drive solutions for outbound transportation planning, impacting supply chain efficiency and profitability. Manage the full lifecycle from research to production integration.Key Responsibilities
- Lead a team of data and research scientists in designing, developing, and evaluating ML/optimization models
- Technically lead and mentor scientists, applying latest ML techniques and best practices
- Establish scalable, automated processes for data analysis, model development, validation, and implementation
- Work closely with BI and data engineers to build large-scale data pipelines for models
- Turn high-level business requirements into mathematical models and prepare solutions for production systems
Required Skills & Qualifications
Must Have:
- 3+ years of scientists or machine learning engineers management experience
- PhD
- Knowledge of ML, NLP, Information Retrieval and Analytics
- Knowledge of engineering practices for full software/hardware/networks development life cycle
Nice to Have:
- Experience building machine learning models or developing algorithms for business application
- Experience building complex software systems involving deep learning, machine learning, and computer vision
- Japanese language ability