Senior Applied Science Manager, Gts Network Design
il y a 1 jour
Ph.D. or Master's degree in Computer Science, Mathematics, Engineering, Statistics, Machine Learning or related field.
- Proven experience in broad Operations research/ML experience on large-scale industry problems in optimization, time series, forecasting.
- Several years of experience leading cross-functional tech teams
- Expertise in Local Search and deep learning methods
- A track record of balancing project delivery with longer term research, demonstrated via tracked business results.
- Proficiency in different programming languages such as Python, Julia, Java and frameworks like TensorFlow, PyTorch
- Proven written and verbal technical communication with the ability to present complex topics clearly to audiences with varying levels of technical familiarity
- Experience with devops praxis (CI/CD, telemetry, agile) and software systems design
Amazon's Global Transportation Services Network Design Analytics is seeking a Senior Applied Science Manager to build & lead an exceptional tech team in charge of devoloping the operations research models to design Amazon’s transportation network design with which we can keep offering the fastest and most cost-effective service to our customers.
We are looking for a talented, organized, and customer-focused leader to head a multidisciplinary team with Applied/Research Science, Data Science, Data Engineering, and Business Intelligence branches, with a charter to build optimization models and heuristics, ML models to infer KPI, pipelines holding models’s infrastructures, and connecting the dots between real operations and models formulation.
This role requires an individual with excellent team leadership skills, always-updated science breath/depth, outstanding business acumen, and an entrepreneurial spirit. We are looking for an experienced leader who is a self-starter comfortable with ambiguity, demonstrates strong attention to detail, and has the ability to work in a fast-paced and ever-changing environment.
Key job responsibilities
- Build the team. Lead and foster a highly talented group of applied/research/data scientists and data/business intel engineers that work together as a single unit. Establish internal and external talent acquisition opportunities.
- See the big picture. Shape long term vision for Amazon's science-based operations modelling and optimization
- Build strong collaborations. Partner with product, engineering, and science teams within Transportation and Supply Chain to deploy and connect models and services that connect different teams solutions at Amazon scale
- Keep innovating for our customers. Foster an environment that promotes rapid experimentation, continuous learning, and incremental value delivery.
About the team
Within Global Transportation Services, the Network Design team leverages planet scale multi-modal data on Amazon shipments and capabilities to build advanced optimization and machine learning models. We preserve long term customer trust by ensuring Amazon's network is always as fast and cost-effective as possible.
- Experience delivering and scaling AI/ML based solutions involving Probabilistic Forecasting and neural Networks
- Experience building large scale Local Search solvers with nonlinear-constraints
- Experience of influencing business or company strategy through cutting edge research and long term science vision
- Experience partnering with academic institutions for collaborations and talent acquisition
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