Georgia•TELECOMMUTE
Remote
Junior
Full Time
14 days ago
PythonMachine LearningTradingCryptocurrencyRemote
Requirements
- •Strong proficiency in Python including pandas, numpy, scipy, sklearn, statsmodels
- •Understanding of machine learning techniques for time series or microstructure-style data
- •Solid foundation in statistics including distributions, variance, regressions, and probability
- •Experience building models for prediction, classification, or clustering
What You'll Do
- •Analyze orderbook data including spreads, depth, and liquidity layers
- •Study market microstructure such as order flow and volatility patterns
- •Examine market behavior across different volatility regimes
- •Research basis, funding, contango/backwardation, and cross-exchange deviations
- •Build basic statistical models to detect regime shifts and volatility clusters
- •Explore relationships between features and realized PnL
- •Develop simple metrics to evaluate market quality and liquidity
- •Apply machine learning methods to orderbook features and short-horizon price prediction
- •Evaluate models for stability, latency impact, and overfitting risks
- •Test hypotheses and ideas from traders
- •Structure findings into models for production strategies
- •Build lightweight simulation environments for market-making and directional strategies
- •Test strategy variations under different market assumptions
- •Model hedging effectiveness across exchanges and instruments
- •Run scenario-based stress tests including volatility spikes, price dislocations, and liquidity dry-ups
Nice to Have
- •Experience with deep learning for timeseries using PyTorch or TensorFlow
- •Knowledge of PostgreSQL/TimescaleDB for large dataset queries
- •Experience analyzing tick-level or Level 2 data from Binance, KuCoin, Bybit, etc.
- •Exposure to crypto markets or market-making concepts
Benefits
- •Remote-first flexibility
- •Flexible payment options in traditional currency (USD) or cryptocurrency (USDT / USDC)
- •Exposure to real trading strategies and decision-making
- •Continuous mentorship from experienced quants and traders
- •Work on high-impact, low-latency trading infrastructure used across global crypto markets
- •Opportunity to grow as the company scales rapidly across markets and product lines
About Freedx
Freedx is a next-generation cryptocurrency exchange built by traders, for traders.
Dubai, UAE
50 - 100
Blockchain & Cryptocurrency