M I R A L.L.C

Head of ML in crypto trading

In short

Lead and scale a live, production ML trading system for crypto spot/perpetuals, owning the research pipeline, model architecture, signal generation and risk limits while managing a quant research team. Posted by a crypto trading firm, this is a head-level role requiring strong CS/Math background, Python (NumPy, Numba) and PyTorch/JAX or quantitative modeling expertise, plus a proven track record of profitable ML/quant strategies in production. Remote or Serbia-based, with fixed salary plus PnL share.

About the Role
We are looking for a Head of ML / Head of Quant Research to take full ownership of developing and scaling machine learning trading strategies in crypto markets (Spot / Perpetuals). You will take over a live, operating production ML trading system with existing Capital Under Management and lead a dedicated research team.
Responsibilities
•Take complete control of the research pipeline, model architecture, signal generation, and risk limits
•Design, backtest, and deploy new profitable ML models and quantitative trading strategies
•Optimize execution algorithms, refine live strategy performance, and scale capital under management
•Lead, mentor, and grow a team of quant researchers and developers
Requirements
•Degree in CS / Math / Data Science from a top-tier university (MIPT, HSE, MSU, SPbSU, ITMO, YSDA, or international equivalents)
•Strong foundation in probability, statistics, linear algebra, and algorithms
•Python (NumPy, Numba)
•PyTorch or JAX (for the ML track) OR advanced backtesting/quantitative modeling frameworks (for the Quant track)
•Proven track record of developing profitable ML models or quantitative trading strategies in production
•English: A2+ (Internal team communication is in Russian; fluent spoken English is not required)
Nice to Have
•Experience in crypto/HFT/algorithmic trading (Order Book dynamics, L2/L3 data, funding rate arbitrage, liquidations)
•Proficiency in C++ (reading, profiling, and optimizing performance)
•Competitive programming / Kaggle achievements (IMO, IOI, ICPC, Codeforces, Kaggle Master/GM) or top-tier publications (NeurIPS, ICML, ICLR)
Conditions
•Competitive fixed salary
•PnL share (individual agreement)
•Direct influence on risk limits, capital allocation, and research roadmap
•Remote work or office in Serbia, official contracting via Dubai / Serbia

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