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Senior Feature Engineering Manager
jobright.com - Berkeley, California, United States, 94709
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Senior Feature Engineering Manager
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Senior Feature Engineering Manager
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Jobright.ai The Voleon Group is a technology company that specializes in applying AI and machine learning techniques to finance. They are seeking a senior researcher to lead feature engineering for predictive models, managing a team to enhance model performance and investment outcomes through innovative feature design and collaboration. Responsibilities: Lead the design and development of features for use in supervised and unsupervised learning, drawing on a variety of econometric and financial concepts. Translate economic and financial model constructs into scalable, empirical signal definitions, using structured and unstructured data. Collaborate with data engineering teams to implement clean, robust pipelines for feature generation and version control across large securities universes. Shape the experimental framework for evaluating feature performance in predictive models. Establish and manage best practices for documenting construction logic, assumptions, and behavior of each feature under different economic and market conditions. Manage and coach the featuring engineering team, fostering a collaborative and results-driven environment. Align the teams efforts with broader research and model development goals through strategic planning and cross-functional collaboration. Qualifications: Required: Demonstrable clarity of thought. 7+ years of experience in quantitative finance, signal research, or predictive modeling, including at least 2 years leading research teams or initiatives. Strong scientific programming skills in Python and/or R; experience with SQL or Spark is a plus. Deep understanding of financial markets, company fundamentals, econometrics, and financial-economic models. Extensive experience designing features for use in machine-learning pipelines or research environments (e.g., PyTorch, scikit-learn). Master's degree in a relevant quantitative field. Preferred: Experience managing globally distributed research or data-analysis teams. Familiarity with alternative data. Company: The Voleon Group is a family of companies committed to the development & deployment of cutting-edge technologies in investment management. Founded in 2008, the company is headquartered in Berkeley, California, USA, with a team of 201-500 employees. The company is currently Growth Stage. The Voleon Group has a track record of offering H1B sponsorships. Seniority level
Seniority level
Mid-Senior level Employment type
Employment type
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Senior Feature Engineering Manager
role at
Jobright.ai 2 days ago Be among the first 25 applicants Join to apply for the
Senior Feature Engineering Manager
role at
Jobright.ai The Voleon Group is a technology company that specializes in applying AI and machine learning techniques to finance. They are seeking a senior researcher to lead feature engineering for predictive models, managing a team to enhance model performance and investment outcomes through innovative feature design and collaboration. Responsibilities: Lead the design and development of features for use in supervised and unsupervised learning, drawing on a variety of econometric and financial concepts. Translate economic and financial model constructs into scalable, empirical signal definitions, using structured and unstructured data. Collaborate with data engineering teams to implement clean, robust pipelines for feature generation and version control across large securities universes. Shape the experimental framework for evaluating feature performance in predictive models. Establish and manage best practices for documenting construction logic, assumptions, and behavior of each feature under different economic and market conditions. Manage and coach the featuring engineering team, fostering a collaborative and results-driven environment. Align the teams efforts with broader research and model development goals through strategic planning and cross-functional collaboration. Qualifications: Required: Demonstrable clarity of thought. 7+ years of experience in quantitative finance, signal research, or predictive modeling, including at least 2 years leading research teams or initiatives. Strong scientific programming skills in Python and/or R; experience with SQL or Spark is a plus. Deep understanding of financial markets, company fundamentals, econometrics, and financial-economic models. Extensive experience designing features for use in machine-learning pipelines or research environments (e.g., PyTorch, scikit-learn). Master's degree in a relevant quantitative field. Preferred: Experience managing globally distributed research or data-analysis teams. Familiarity with alternative data. Company: The Voleon Group is a family of companies committed to the development & deployment of cutting-edge technologies in investment management. Founded in 2008, the company is headquartered in Berkeley, California, USA, with a team of 201-500 employees. The company is currently Growth Stage. The Voleon Group has a track record of offering H1B sponsorships. Seniority level
Seniority level
Mid-Senior level Employment type
Employment type
Full-time Job function
Industries
Software Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job
Medical insurance Vision insurance 401(k) Get notified when a new job is posted. Sign in to set job alerts for Engineering Manager roles.
Brisbane, CA $180,000.00-$220,000.00 3 months ago San Francisco, CA $200,000.00-$250,000.00 3 months ago Director of Engineering, Product Engineering
Oakland, CA $241,000.00-$305,000.00 1 week ago Manufacturing Engineering Manager (Medical Device)
Alameda, CA $145,000.00-$214,000.00 1 week ago San Francisco, CA $210,000.00-$290,000.00 1 month ago Assistant General Manager - Engineering & Operations
Alameda, CA $230,000.00-$286,000.00 3 days ago San Francisco, CA $214,000.00-$230,000.00 3 weeks ago South San Francisco, CA $221,515.00-$261,136.00 3 weeks ago San Francisco, CA $225,000.00-$275,000.00 1 month ago Head of Engineering (Director/VP) - VC Backed Startups
San Francisco, CA $180,000.00-$300,000.00 4 months ago San Francisco, CA $300,000.00-$450,000.00 6 days ago Director of Engineering - Media and Discovery
Director/Senior Director, Machine Learning and Engineering
Union City, CA $154,000.00-$202,000.00 3 weeks ago Senior Engineering Manager - Data Platform
San Mateo, CA $204,000.00-$255,000.00 1 day ago San Francisco, CA $225,000.00-$265,000.00 1 month ago Oakland, CA $195,000.00-$235,000.00 1 month ago Engineering Manager, Product and Business
San Francisco, CA $214,500.00-$321,800.00 3 weeks ago San Mateo, CA $200,000.00-$315,000.00 3 weeks ago Were unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. #J-18808-Ljbffr