**Simulation Engineer
Vor 3 Tagen
We are seeking an experienced Simulation Engineer to join our Amazon Customer Excellence Systems (ACES) team in the EU network. As a Simulation Engineer, you will have the opportunity to design, develop, and deploy simulations and digital twins for our fulfillment and sort centers in the EU network.
Key Responsibilities- Gather operational business requirements for truck yards and translate them into process-flow simulation logic or geo-spatial simulations.
- Design and develop engineering solutions via simulation models for complex yard and material handling challenges considering human/equipment interactions.
- Identify, design, and create data pipelines to feed simulations with input data; apply statistical analyses to create robust data for stochastic processes.
- Lead and coordinate simulation efforts for process improvements; arrive at optimal solutions through equipment specification, material flow, process design, ergonomics, Associate experience, operational considerations, and site layout.
- Conduct what-if scenario analyses, experimentation, and simulation-optimization.
- Code scripts (Java) to connect simulations (AnyLogic) with external sources and algorithms; deploy and host simulations in the cloud (e.g. AnyLogic Cloud).
- Identify and define key performance indicators (KPI); work close with team internal Subject matter Experts to analyze simulation results.
- Conduct post-mortem on simulations, after implementation of new designs, in partnering with Safety and Operations.
- Develop, document, and update simulation standards, including standard results reports.
- Create bottom-up plans for forward-looking years and execute to the goals.
- Simultaneously manage multiple projects and tasks while effectively influencing, negotiating, and communicating with internal and external business partners.
The ACES team drives process innovation, stabilization, standardization, and continuous improvement in the EU network. We support other teams, such as Innovation & Engineering for Middle Mile Node Programs, to develop novel end-to-end process-centric and sustainable infrastructure concepts. Our team consolidates Subject Matter Experts to cover complex tasks concerning yard, under the roof (UTR) processes, MHE, container design, and sustainability.
Requirements- Bachelor's degree in Industrial/Mechanical/Process Engineering or Master's Degree in a highly quantitative field (Computer Science, Mechanical, Industrial Engineering, Machine Learning, Operational Research, Statistics, Mathematics, etc.).
- Demonstrable simulation development experience with AnyLogic and AnyLogic Cloud.
- Experience developing both agent-based and discrete-event simulations.
- Experience designing & conducting experiments and performing simulation-optimization in AnyLogic (Genetic/OptQuest).
- Proficiency in Java coding and its integration with AnyLogic.
- Cross-functional project management experience, preferably in process improvements initiatives.
- Experience with statistical modeling and statistical-analysis tools (e.g. Minitab).
- Master's or PhD in Statistics, Applied Math, Operations Research, Economics, or a related quantitative field with working experience as a Data or Research Scientist.
- Extensive simulation development experience with AnyLogic and AnyLogic Cloud.
- Ability to construct data pipelines and build SQL queries.
- Experience with other simulation software (e.g. FlexSim).
- Python coding.
- Experience working as a data scientist.
- Experience in process improvement, six-sigma & lean projects.
- Experience building digital twins.
- Experience with BI/data visualization in QuickSight.
- Experience with machine learning and data mining.
- Experience with AutoCAD.
- Knowledge of truck and yard management environments.
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