15 Aug
|
Motivity Labs
|
Hyderabad
15 Aug
Motivity Labs
Hyderabad
Key Responsibilities:
- Model Development: Develop complex simulation models using SimPy, AnyLogic, or FlexSim to represent real-world operational processes (e.g., warehousing, logistics networks, manufacturing lines) per the design and specifications from Google SMEs
- Scenario Analysis: Execute comprehensive "what-if" analyses to test changes in layout, staffing, logic, or equipment before physical implementation as per the provided specifications.
- Data Integration: Collaborate with SME’s to clean and prepare input data, defining statistical distributions (Poisson, Gaussian, etc.) that accurately reflect process variability.
- Optimization: Apply Operations Research techniques (mixed integer programming, heuristics, scheduling, graph optimization and queueing theory) within simulation environments to identify global optima versus local improvements.
- Verification: Conduct rigorous testing to ensure model behavior matches historical data and reality.
Required Qualifications
- Educational Background: BS or MS in Operations Research, Industrial Engineering, Systems Engineering,
Computer Science, or a related quantitative field.
- Simulation Expertise:
- Deep understanding of Discrete Event Simulation (DES) principles (entities, resources, queues, events).
- Proven experience with Agent-Based Simulation (ABS) for modeling decentralized, autonomous behaviors.
- Technical Stack:
- SimPy: Solid proficiency in Python-based simulation modeling; ability to write custom classes and generators.
- Commercial Tools: Hands-on experience with AnyLogic (Java-based scripting) or FlexSim (FlexScript/SQL).
- Operations Research: Solid foundation in queueing theory, stochastic processes, and mathematical optimization.
- Programming: Integration of version control, automated testing/verification and code review practice. Proficiency in Python (pandas, NumPy, SciPy), Java for model building, data engineering and analysis.
Preferred Qualifications
- Advanced querying with SQL for d
📌 Simulation Engineer (Hyderabad)
🏢 Motivity Labs
📍 Hyderabad