Expert in Graph Theory and Route Optimization

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December 9, 2024
DATE:
Remote
Full-time
format:
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What You Will Be Doing:

  • Developing and optimizing algorithms to solve the traveling salesman problem across various scales (from small to large networks, involving one or multiple salespeople) under strict time constraints.
  • Applying graph theory and combinatorial optimization techniques to design efficient solutions.
  • Researching and implementing innovative approaches, including neural network and hybrid algorithms, to address complex and large-scale problems.
  • Working with large datasets and leveraging distributed computing to implement scalable algorithms.

Candidate Requirements:

  • A Master's degree or Ph.D. in Computer Science, Applied Mathematics, Optimization Theory, Artificial Intelligence, or a related field.
  • Practical experience in developing and applying optimization algorithms to real-world challenges.
  • Strong expertise in graph theory, combinatorial optimization, and algorithm development.
  • Hands-on experience with various methods for solving the traveling salesman problem (e.g., dynamic programming, greedy algorithms, metaheuristics, and machine learning approaches).
  • Experience applying neural networks and deep learning to optimization problems.
  • Familiarity with big data and parallel computing frameworks.
  • Proficiency in programming languages such as Python, C++, or Java.

Nice-to-Have Skills:

  • Experience in logistics, robotics, or related fields involving complex routing tasks.
  • Familiarity with cloud platforms and distributed computing to accelerate algorithm performance.

What We Offer:

  • Participation in the development of a fast-evolving product operating in real-time markets.
  • Competitive salary based on interview performance and qualifications, ranging from $8,000 to $15,000.
  • Opportunities to enhance your expertise by working with top-tier colleagues and learning on the job.
  • A dynamic, young team of professionals driven by results, who value integrity, honesty, and openness.
  • English language classes with a native speaker, health insurance after the probation period, and thoughtful holiday gifts.
  • A horizontal structure with no bureaucracy or "big boss" mentality.
  • A results-focused work culture with flexible schedules and fully remote opportunities without geographical restrictions.

If this sounds like you, apply now to join our team!

Apply Now