Tech Stack

Description

You will develop trading strategies using statistical and machine learning algorithms, design and analyze experiments on derivatives markets, and build optimization models for portfolio construction. Your work will directly contribute to Akuna's cutting-edge trading systems.

Requirements

• 3+ years professional experience in statistics, machine learning, or option trading
• Hands-on experience with modern ML tools in trading applications
• Bachelor's, Master's, or PhD in STEM field
• Strong Python programming skills
• Experience with neural networks, tree models, and ensemble learning on large datasets

Responsibilities

• Develop trading strategies using statistical and machine learning algorithms
• Design and analyze experiments to understand derivatives and financial markets
• Build metrics for strategy evaluation and post-trade analysis
• Design and implement optimization algorithms for portfolio construction
• Develop quantitative models describing market behavior