1 день назад
Data Scientist – Simulation (Senior - Principal)
149 000 - 204 600$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Data Scientist – Simulation (Senior - Principal) (Python/Robotics): Building high-fidelity discrete-event and agent-based simulations for large-scale robotic warehouse fleets with an accent on optimization, predictive modeling, and digital twins. Focus on modeling stochastic distributed systems, evaluating routing and scheduling algorithms, calibrating simulations with machine learning, and informing product and operational strategy.
Location: Wilmington, Massachusetts, USA — HQ; hybrid work arrangement. Up to 10% travel may be required to client and customer locations.
Salary: $149,000–$204,600 base annual pay, with the final offer depending on job-related knowledge, skills, and experience.
Company
develops AI-powered robotic and software systems for high-density warehouse automation and supply chain operations.
What you will do
- Design and develop simulation frameworks for robotic warehouse systems, including robot fleets, inventory flows, task allocation, and human-robot interaction.
- Build discrete-event and agent-based simulations for complex stochastic environments at scale.
- Develop predictive and prescriptive models to optimize throughput, latency, and resource utilization.
- Evaluate routing, task assignment, scheduling, and other algorithms before production deployment while identifying bottlenecks and failure modes.
- Create digital twins for scenario testing and capacity planning, applying machine learning and statistical techniques to improve calibration and realism.
- Establish practices for model validation, experimentation, reproducibility, and communicating recommendations to technical and executive stakeholders.
Requirements
- MS or PhD in Computer Science, Data Science, Operations Research, Applied Mathematics, Physics, or a related field.
- At least 5 years of relevant experience for the Senior level or 8 years for the Principal level in simulation, modeling, systems optimization, and complex distributed systems.
- Strong experience with discrete-event simulation or agent-based modeling and Python, including NumPy, Pandas, and SciPy, or comparable simulation frameworks.
- Knowledge of probability, stochastic processes, statistics, and optimization methods such as LP, MIP, heuristics, and metaheuristics.
- Experience working with large datasets, building data pipelines, and translating real-world system behavior into computational models.
- Employees must have a valid driver’s license and be able to drive and/or fly to client and customer locations.
Nice to have
- Experience in robotics, warehouse automation, logistics, supply chain systems, fleet optimization, or multi-agent systems.
- Knowledge of reinforcement learning, path planning, task allocation, scheduling algorithms, or digital twin architecture.
- Experience with C++ or other high-performance systems, cloud platforms, distributed computing, experimentation platforms, or A/B testing.
- Experience with Snowflake, Databricks, Grafana, Tableau, GCP, C#, or C++.
Culture & Benefits
- Collaboration with robotics, software, operations, engineering, and science teams on production automation systems.
- Medical, dental, vision, and disability benefits.
- 401(k), paid time off, and other company benefits.
- Business expenses are reimbursed bi-weekly after being managed personally by the employee.
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