4 дня назад
Principal Scientist – Operations Research & Simulation
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Scientist – Operations Research & Simulation (AI/Robotics): Leading the development of advanced simulation platforms and optimization algorithms for automated fulfillment environments with an accent on operations research, digital twins, and NP-hard scheduling and orchestration problems. Focus on building high-fidelity simulation models, designing constraint-based optimization solutions with commercial solvers, and integrating predictive analytics into production systems.
Location: Redwood City, United States
Company
develops AI-driven robotic automation software and hardware for distribution, fulfillment, and retail operations, including the GreyMatter Multiagent Orchestration platform and gStore solution.
What you will do
- Lead the design and development of simulation and emulation platforms for automated fulfillment environments, including automation systems, human workflows, and software orchestration layers.
- Architect optimization algorithms using linear programming, dynamic programming, heuristics, stochastic models, constraint-based planning, temporal planning, and commercial solvers such as Gurobi and CPLEX.
- Solve NP-hard problems involving scheduling, resource allocation, and orchestration.
- Analyze large-scale performance data and recommend improvements in throughput, accuracy, and system stability.
- Design and validate digital twins for predictive analysis, scenario planning, and what-if analysis.
- Collaborate with software engineering, robotics, and operations teams to integrate models and optimization algorithms into production systems.
Requirements
- 9–14 years of professional experience in a relevant field.
- Strong background in operations research, optimization theory, and simulation modeling.
- Programming experience with Python, R, SQL, and C++.
- Experience with Gurobi or comparable commercial optimization solvers.
- Knowledge of automated warehouse operations, robotics orchestration, and human-machine interaction.
- Experience developing simulation frameworks, analytics solutions, data pipelines, or optimization engines.
Culture & Benefits
- Work in an inclusive environment committed to diversity and equal opportunity.
- Contribute to robotic automation products deployed across fulfillment sites worldwide.
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