Algorithm Developer for Sequence Segmentations problem

What You Will Be Doing:

• Solving the Sequence Segmentation problem for data of different structures (texts, images, speech)
• Implementing various algorithms for this task.
• Researching and implementing new approaches, including neural network-based and hybrid algorithms, to solve the problem with large datasets.
• Considering the given constraints.
• Working with large datasets and implementing algorithms using distributed computing.

‍Requirements:

• Master's degree or PhD in Computer Science, Applied Mathematics.
• Practical experience in developing and implementing optimization algorithms for real-world problems.
• In-depth knowledge of graph theory, combinatorial optimization, and algorithms.
• Experience in solving the Sequence Segmentation problem using different methods: dynamic programming, greedy algorithms, metaheuristics, machine learning methods.
• Proficiency in programming languages: Python and frameworks numpy, scipy, sklearn or C / C++ / Fortran.

Bonus Points:

• Experience in NLP, working with Chunking, RAG tasks.
• Education / scientific activity in optimization methods, discrete mathematics, combinatorial optimization.
• Experience with neural networks and deep learning for solving optimization problems.
• Experience with cloud platforms and distributed computing to accelerate algorithms.

What We Offer:

• Participation in the development of a fast-evolving product operating in real-time markets.
• Competitive salary based on interview results and qualifications, ranging from $8,000 to $14,000.
• Opportunities to expand your expertise by working with top-tier colleagues and learning on the job.
• A dynamic and motivated team of professionals focused on results. We value integrity, honesty, and openness.
• English language classes with a native speaker, health insurance after the probation period, and thoughtful holiday gifts.
• A chance to implement bold and ambitious initiatives.
• A flat organizational structure with no bureaucracy or "big boss" mentality.
• A results-oriented culture offering flexible schedules and fully remote work.

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