Quant/ML Researcher

hirix; United States; Remote; USD 180,000 - 260,000; Full time

Job summary

hirix is seeking a senior Quant/ML Researcher to lead research in crypto and DeFi microstructure, focusing on data analysis and ML/DL methods. You will conduct full-cycle research on short-term microstructure in the crypto and DeFi spaces, designing hypotheses, sourcing data, constructing features, and applying ML/DL methods tailored to financial data.

You will collaborate with quant developers to productionize proven strategies with discipline and reproducibility.

Qualifications

• Experience in quantitative projects with financial markets.
• Strong understanding of financial markets.
• Experience applying ML/DL methods to financial data.

Responsibilities

• Design hypotheses and source data for crypto/DeFi microstructure research.
• Construct features and apply ML/DL methods on financial data.
• Collaborate with quant developers to productionize strategies and ensure reproducibility.

Skills

Quantitative analysis

ML/DL methods

Data analysis

Crypto markets

Job description

hirix is seeking a senior Quant/ML Researcher to lead research in crypto/DeFi microstructure, focusing on data analysis and ML/DL methods. Ideal candidates have experience in quantitative projects and a strong understanding of financial markets.

As a Quant/ML Researcher at hirix, you will conduct full-cycle research on short-term microstructure in the crypto and DeFi spaces. Your work will involve hypothesis design, data sourcing, feature construction, and employing ML/DL methods tailored to financial data.

You will collaborate with quant developers to ensure that proven strategies transition smoothly into production. Success in this role requires a disciplined approach to research engineering, with a focus on reproducibility and critical evaluation of results.