ML разработчик

M I R A L.L.C builds ML-driven trading strategies in the cryptocurrency markets with a system that is live in production and scaling rapidly.

• Develop and optimize the ML architecture for trading strategies;
• Drive the full research cycle by independently generating hypotheses, implementing them into production, and monitoring real-world performance and profitability;
• Refine and improve existing ML models to boost effectiveness;
• Identify and eliminate bottlenecks in data processing pipelines and execution strategies.

• Experience in a Senior ML Engineer or ML Lead role;
• Proven track record of developing profitable ML models or trading strategies;
• Fundamental knowledge of mathematics, statistics, and probability theory;
• Ability to operate in high-uncertainty environments by formulating hypotheses and validating them against data;
• Experience in writing high-performance, production-ready code;
• Proficient in Python, NumPy, numba, PyTorch, and JAX;
• Nice to have: experience in algorithmic trading or deep domain expertise in cryptocurrency markets, proficiency in C++ specifically for reading and optimizing latency-critical code paths, strong academic background including competition accolades, Kaggle achievements, scientific publications, or graduation from a top-tier DS program like SHAD, interest in mentoring and team development.

• Zero bureaucracy, high autonomy, and the chance to work alongside people who share a scientific approach and a commitment to high-quality engineering;
• The opportunity to directly influence the product and see the results of work reflected in real financial outcomes.