The Voleon Group

Senior Software Engineer, Forecast Engineering

Remote

$225,000 – $255,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Financial Services, Asset Management, AI & Machine Learning, Data ScienceIndustries

Position Overview

  • Location Type: Not Specified
  • Employment Type: Full-time
  • Salary: $225,000 - $255,000 (Base Salary Range)

Voleon is a technology company applying state-of-the-art machine learning techniques to real-world problems in finance. They are a multibillion-dollar asset manager with ambitious goals for the future. As a Senior Software Engineer on the Forecast Engineering team, you will develop systems to train, evaluate, and serve machine learning models. You will help design, scope, and deliver large-scale projects while mentoring junior engineers and sharing your knowledge with the team and company. Forecast Engineering works closely with research teams, exposing you to cutting-edge ML methods. You'll work at the intersection of Computer Science, Mathematics, and Statistics to develop high-performance, reliable, low-friction tools to enable world-class research. You will impact the entire ML pipeline, from model training to graph execution.

Requirements

  • Education: Computer Science Degree or equivalent experience
  • Experience: 5+ years of software engineering experience
  • Programming Languages: Expertise in Python, R, and/or C/C++
  • Data Science Packages: Proficiency with Python and/or R data science packages
  • Operating System: Proficiency developing in a Linux environment with a focus on performance, concurrency, and correctness
  • Machine Learning Frameworks: Experience with machine learning frameworks and libraries
  • Performance Optimization: Previous experience with performance optimization of modeling code
  • Understanding: Ability to understand key details to provide correct systems

Responsibilities

  • Lead and Collaborate: Lead and collaborate in diverse and engaging software work, including experiment management, modeling algorithm development, live inference deployment, and more.
  • Translate Research: Translate novel research ideas into performant and reliable code.
  • Develop Software Systems: Develop scalable, maintainable software systems with a focus on long-term sustainability.
  • Project Leadership: Proactively lead complex projects from start to finish, including gathering requirements, designing software, reasoning about technologies, and communicating effectively.
  • Technical Leadership: Act as a technical leader for both research and engineering staff.
  • Collaboration: Work alongside experienced engineers recruited from leading technology companies and universities.
  • Collaboration with Researchers: Collaborate closely with top machine learning researchers.

Company Information

Voleon is a technology company that applies state-of-the-art machine learning techniques to real-world problems in finance. They have become a multibillion-dollar asset manager and have ambitious goals for the future. They embrace experimentation and encourage creative thinking and efficient implementation.

Skills

Python
R
C/C++
Data Science Packages
Linux
Machine Learning Frameworks
Performance Optimization
Concurrency
Model Training
System Design

The Voleon Group

Investment management using machine learning algorithms

About The Voleon Group

Voleon focuses on investment management by utilizing machine learning to analyze financial market trends. The firm uses advanced statistical models to process large datasets and identify patterns that inform investment decisions, setting it apart from traditional methods that rely on human intuition. Voleon serves institutional clients and operates on a performance-based fee structure, aligning its interests with those of its clients. The company's goal is to provide data-driven insights that optimize investment returns while adapting to changing market conditions.

Berkeley, CaliforniaHeadquarters
2007Year Founded
VENTURE_UNKNOWNCompany Stage
Quantitative Finance, Financial ServicesIndustries
51-200Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Paid Vacation
Paid Sick Leave
401(k) Retirement Plan
401(k) Company Match

Risks

Competition from other quantitative hedge funds may erode Voleon's market share.
Regulatory scrutiny on AI use in finance could increase compliance costs for Voleon.
Data quality issues could lead to inaccurate predictions and financial losses for Voleon.

Differentiation

Voleon uses machine learning for data-driven financial market predictions.
The firm serves institutional clients with a focus on scalability and risk management.
Voleon's academic approach emphasizes intellectual rigor and continuous learning.

Upsides

Increased interest in ESG investing offers new opportunities for Voleon's models.
Alternative data sources enhance predictive models for quantitative hedge funds like Voleon.
Cloud computing enables efficient scaling of Voleon's data processing capabilities.

Land your dream remote job 3x faster with AI