OR · On-site
$100K - $250K/yr
In this role, you will apply quantitative research, statistical modeling, and execution-focused engineering to identify and capture trading opportunities across crypto markets. You will work directly ...
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OR · On-site
$100K - $250K/yr
In this role, you will apply quantitative research, statistical modeling, and execution-focused engineering to identify and capture trading opportunities across crypto markets. You will work directly ...
Crypto Quant information
What are the key skills and qualifications needed to thrive as a Crypto Quant, and why are they important?
To thrive as a Crypto Quant, you need a strong background in mathematics, statistics, programming (often Python or C++), and a relevant degree such as in quantitative finance, mathematics, or computer science. Familiarity with blockchain technology, algorithmic trading platforms, and data analysis tools like Pandas, NumPy, and data visualization libraries is crucial. Analytical thinking, attention to detail, and the ability to adapt quickly to volatile markets are standout soft skills in this role. These skills are essential to develop effective trading strategies, manage risk, and stay ahead in the rapidly evolving crypto markets.
What are some common challenges faced by Crypto Quants when building trading models?
Crypto Quants often encounter unique challenges such as high market volatility, fragmented liquidity across multiple exchanges, and rapidly evolving market structures. Unlike traditional financial markets, crypto markets operate 24/7, requiring robust, real-time risk management and monitoring systems. Additionally, the lack of long-term historical data and frequent changes in regulations can make backtesting and model validation more complex. Collaborating closely with software engineers and traders is essential to ensure models are both technically sound and practically executable.
What is a Crypto Quant?
A Crypto Quant, short for 'cryptocurrency quantitative analyst,' is a professional who uses mathematical models, statistical techniques, and computer programming to analyze cryptocurrency markets and develop trading strategies. These analysts often work for hedge funds, trading firms, or research institutions, applying quantitative methods to identify trends, manage risk, and optimize trading performance. Crypto Quants typically have backgrounds in mathematics, computer science, or finance, and are skilled in programming languages like Python or C++. Their work is essential for making data-driven decisions in the fast-paced and volatile crypto market.
What is the difference between Crypto Quant vs Crypto Analyst?
| Aspect | Crypto Quant | Crypto Analyst |
|---|---|---|
| Required Credentials | Degree in finance, mathematics, or computer science; programming skills; certifications like CQF or CFA | Degree in finance, economics, or related field; strong analytical skills; certifications like CFA beneficial |
| Work Environment | Quantitative research teams, trading firms, hedge funds; focus on data modeling and algorithm development | Research teams, investment firms, media outlets; focus on market analysis and reporting |
| Employer & Industry Usage | Financial institutions, hedge funds, crypto trading firms | Investment firms, media, research agencies, crypto companies |
Crypto Quants primarily develop quantitative models and algorithms to inform trading strategies, often working with large datasets and programming. Crypto Analysts focus on analyzing market trends, providing insights, and reporting on cryptocurrency markets. While both roles require strong analytical skills and knowledge of cryptocurrencies, Quants are more technical and data-driven, whereas Analysts focus on market interpretation and communication.
What are the most commonly searched types of Crypto Quant jobs in Oregon? The most popular types of Crypto Quant jobs in Oregon are:
What are popular job titles related to Crypto Quant jobs in Oregon? For Crypto Quant jobs in Oregon, the most frequently searched job titles are:
What job categories do people searching Crypto Quant jobs in Oregon look for? The top searched job categories for Crypto Quant jobs in Oregon are:
What cities in Oregon are hiring for Crypto Quant jobs? Cities in Oregon with the most Crypto Quant job openings:
$100K - $250K/yr
Full-time
PTO
Posted 10 days ago
Job description
We are a leading full-stack, high-frequency proprietary trading firm strategically located in New York and Taipei. Our company is equipped with a proprietary, latency-sensitive trading system, state-of-the-art trading algorithms, and a highly efficient execution platform designed to optimize trading strategies across various asset classes. Moreover, we maintain comprehensive access to major exchanges worldwide, allowing us to execute complex trades efficiently and at scale. This global reach, combined with our technological expertise, positions us at the forefront of the financial trading industry.
About the Role:
In this role, you will apply quantitative research, statistical modeling, and execution-focused engineering to identify and capture trading opportunities across crypto markets. You will work directly with live market data, design and deploy automated trading strategies, and take ownership of strategy performance and P&L outcomes.
Responsibilities:
- Conduct in-depth research on centralized exchange (CEX) and decentralized exchange (DEX) market data, including order books, trade flows, and on-chain signals.
- Design, implement, and deploy algorithmic trading strategies into live production environments.
- Own strategy lifecycle from research to execution, including continuous iteration based on live P&L and risk performance.
- Expand automated trading systems into new crypto products, venues, and liquidity pools; optimize execution quality and capital efficiency.
- Monitor and report daily market conditions, portfolio exposure, risk metrics, and P&L performance.
- Perform post-trade analysis to evaluate strategy effectiveness, identify inefficiencies, and improve risk-adjusted returns.
- Collaborate with engineering and trading teams to enhance infrastructure, latency, and execution systems.
Requirements:
- Proven track record of developing and deploying profitable trading strategies in crypto markets.
- Demonstrated history of building trading strategies from 0-1, with measurable P&L outcomes or strong performance evidence.
- Strong understanding of crypto market structure, including CEX/DEX mechanics, liquidity behavior, and volatility dynamics.
- Experience with short-horizon, high-frequency, high-turnover trading strategies.
- Strong programming ability with hands-on experience in C++ or Rust (Python acceptable for research).
- STEM degree from a top university or equivalent practical experience in quantitative trading or systems development.
General Requirements:
- This role can be remote or based in our New York or Taipei offices. Candidates may work fully remote or in a hybrid/on-site setup depending on preference and team alignment.
- Candidates should expect 2–3 rounds of coding tests, each lasting 2–3 hours.
- Excellent written and spoken English, any other languages will be a plus.
Benefits:
- Highly competitive salary
- Semi-annual discretionary bonus
- Relocation assistance if needed
- Dedicated mentors to accelerate your growth
- Fully stocked kitchen
- Unlimited sick days
- Friendly start-up working environment
- 20 days of PTO on an accrual basis
- Team lunch / dinner
- Gym subsidy
- Breakfast catering
- Opportunity to visit and work from our global offices
(For NYC candidates, 100,000 - 250,000 USD per year)
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