Senior Member of Research Staff, Optimization (Berkeley)

Voleon is a technology company that applies state-of-the-art AI and machine learning techniques to real-world problems in finance. For nearly two decades, we have led our industry and worked at the frontier of applying AI/ML to investment management. We have become a multibillion-dollar asset manager, and we have ambitious goals for the future.Your colleagues will include internationally recognized experts in artificial intelligence and machine learning research as well as highly experienced finance and technology professionals. In addition to our enriching and collegial working environment, we offer highly competitive compensation and benefits packages, technology talks by our experts, a beautiful modern office, daily catered lunches, and more.As a Senior Member of the Optimization Research Staff, you will work at the forefront of optimization modeling and research at Voleon. Your research colleagues have collectively published hundreds of academic articles in top-tier venues on machine learning, systems, and theory, and we meet regularly to stay current on the latest academic research and share ideas. Founded in 2007 by two leading scientists (see management bios), Voleon supports a culture of curiosity, collegiality, and creativity.Financial markets are noisy, high-dimensional, and subject to complex constraints, costs, and uncertainties. We have spent over a decade pioneering scientific advances in applying large-scale optimization techniques to this domain. Your work will focus on the models and optimization systems that help determine how Voleon trades in financial markets, taking into account our predictions and costs, and returns trade decisions in real time. We are interested in efficiently solving this optimization problem (algorithm development and production coding), as well as improving the problem formulations themelves to make better trading decisions. We also implement optimization models and algorithms in other areas of interest at the company.Years of academic training has prepared you for this moment. You won’t just conduct research, you’ll apply it on a daily basis, working with a team across the entire life cycle of applied research problems. Your work will span from basic research to productizing solutions and validating their efficacy in live trading. This role is a means to make a difference: you will help direct billions of dollars in trades daily while making an enduring impact on our field. * Relocation and work visa eligibility for qualified candidates *ResponsibilitiesDesign, implement, and improve large-scale constrained optimization methods that determine trading decisions under forecasts, risk, costs, liquidity, and operational constraintsDemonstrate strategic vision and perspective to oversee work that affects one or more complex systems and mission-critical areasComplete large scope, highly complex projects resulting in noteworthy improvements to product performance and risk managementDevelop a rich understanding of Voleon’s domain and methodologiesPrepare and analyze new datasets to assess their predictive efficacyDevelop, validate, and implement new models into productionDesign and conduct experiments to improve simulations and evaluate the success of new models in a live environmentBuild collaborative relationships cross-functionally and with key contacts outside own area of expertise, with the potential to serve as an external spokesperson for the organizationCommunicate and collaborate effectively with key stakeholders at each stage, facilitating meaningful discussions around complex issues and driving progress towards tangible outcomesMentor other researchers and provide technical guidance, coaching, and feedbackKeep up to date on the latest academic research to identify novel approaches to explore for application to our domainContribute to Voleon's efforts to recruit exceptional talentRequirements5-10+ years of related experience in numerical methods, optimization solvers, mathematical programming, convex &/or nonconvex optimization directing key research projects and mentoring colleaguesExpertise in stochastic control, and reinforcement learningCapability to run multiple projects simultaneously, exercising judgment in the methods, techniques, and evaluation criteria for determining resultsAbility to make well-reasoned design decisions, identifying and proactively potential issues, tradeoffs, risks, and the appropriate level of abstractionProven success solving large-scale computing problemsExpertise in modern statistical methods with a track record as an applied researcherEvidence of strong mathematical abilitiesStrong skills in software development techniques and production level coding (Python and/or C++ preferred)Effective at communicating complex technical issues simply and transparently, including writing insightful documentationAbility to influence without requiring formal authority, with a proven track record of influence beyond your teamInterest in financial applications is essential, but prior finance industry experience is not a prerequisitePh.D. level coursework is required, and a Ph.D. degree in a relevant field is preferred“Friends of Voleon” Candidate Referral ProgramIf you have a great candidate in mind for this role and would like to have the potential to earn $15,000 if your referred candidate is successfully hired and employed by The Voleon Group, please use this form to submit your referral. For more details regarding eligibility, terms and conditions please make sure to review the Voleon Referral Bonus Program.Equal Opportunity EmployerThe Voleon Group is an Equal Opportunity employer. Applicants are considered without regard to race, color, religion, creed, national origin, age, sex, gender, marital status, sexual orientation and identity, genetic information, veteran status, citizenship, or any other factors prohibited by local, state, or federal law.#LI-MD1Compensation Range: $300K - $325KLocationBerkeley, CA; New York City, NY; Remote, United StatesEmployment TypeFull timeLocation TypeHybridDepartmentResearchCompensation$300K – $325K • Offers BonusThe listed base salary range for this position is based upon the location(s) of this posting. Individual salaries are determined through a variety of factors, including, but not limited to, education, experience, knowledge, skills, and geography. Base salary does not include other forms of total compensation such as bonus compensation and other benefits. Our benefits package includes medical, dental, and vision coverage, life and AD&D insurance, 20 days of paid time off, 9 sick days, and a 401(k) plan with a company match.