quantitative researcher: machine learning
1 day ago
All Jobs > QUANTITATIVE RESEARCHER: MACHINE LEARNING
Fully Remote
• United States
Description
XR Trading is a proprietary trading firm with employees in the Netherlands, Singapore, UK and US. XR participates in a wide variety of marketplaces including global futures, equities, commodities, options, fixed income, and cryptocurrencies. Our culture emphasizes teamwork and focuses on continuous integration and test-driven development.
Job Function & Responsibilities
We are seeking a talented and self-motivated Quantitative Researcher to join our growing data science efforts.
You will work in a collaborative team with the potential to deliver significant contributions through data-driven insights and by providing high-quality research tools enabling reproducible and well-tested research to take place across the firm.
The ideal candidate will be responsible for designing, developing, and enhancing our python data science tools and frameworks. This includes working collaboratively with multiple trading teams, conducting alpha research, identifying new trading opportunities, and monitoring models in production.
Location
Work location generally is flexible and subject to approval by the Company
Education
Bachelors in mathematics, physics, computer science, or a related quantitative field with at least 4 years of relevant work experience or
Masters/PhD in mathematics, physics, computer science, or a related quantitative field with at least 2 years of relevant work experience
Strong GPA (3.5 or higher)
Responsibilities
Develop predictive models and use data-driven insights to maximize strategy performance and identify new trading opportunities
Design and implement robust and scalable CI/CD data pipelines
Translate machine learning algorithms into code
Support current strategies and help develop new strategies utilizing our proprietary software
Stay up to date on cutting-edge machine learning techniques
Required Skills
Strong knowledge of probability, statistics, and machine learning for time-series data
Excellent programming skills in Python (C++ familiarity is a plus)
Experience with software engineering best practices including TDD and CI/CD
Experience with distributed computing
Effective prioritization while being mindful of long-term objectives
Able to take ownership of projects in a fast-paced collaborative environment
Strong attention to detail
Outstanding communication skills to collaborate with different stakeholders across multiple geographical locations
Preferred Experience
Practical experience applying machine learning techniques for trading applications
Experience with high-performance computing (HPC) environments such as SLURM
Experience with orchestration and containerization tools (e.g. Singularity, Docker, Airflow, Prefect, etc.)
Please note: only individuals whose qualifications match our current needs will be contacted for further screening and/or interviews. XR Trading does not hire candidates who are currently on a student visa or who now or in the future will require XR to sponsor them for employment visa.Thank you for your interest in XR Trading
Below is the expected base salary range for this position. This position is also eligible for an annual discretionary bonus as additional compensation as well as company benefits listed below.
Base Salary Range
$100,000 - $300,000 USD
100% Employer-Paid
Medical Coverage
Health Savings
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