Algo Researcher

Аналитика рынка

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Описание

Via is using technology to transform transportation around the world. From changing a single person’s daily commute to reducing humanity’s collective environmental footprint — we’ve got huge goals. As an Algorithms Researcher at Via, you'll join a team that explores the vast collection of relevant data and creates the optimization algorithms that drive Via's mass scale, complex, multi-dimensional automated dispatch. What You'll Do: Mathematically model the competing demands on Via's system. Develop online algorithms for real-time decision-making, focusing on optimizing system utilization while maintaining a high quality of service for riders. Design and implement highly efficient and scalable algorithmic solutions to power decision-making systems under large-scale, real-world operational demands. Use sophisticated statistical methods to analyze demand, traffic and fleet performance, and generate insights that inform algorithm development. /PhD Computer Science / Mathematics / Physics or similar Significant academic research experience in relevant fields. Extensive knowledge of algorithms, with a focus on graph theory and combinatorial optimization. 2+ years of hands‑on experience designing, developing and deploying production‑grade algorithms-must. Analytical: you can extract the essential features of a complex real-life problem to arrive at a simple and relevant mathematical model. Experience in Python programming - Advantage. Fast learner: you can quickly master concepts, disciplines and methods. <l

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