Goldman Sachs Model Risk Management (MRM) is a multidisciplinary group of quantitative experts located in New York, Dallas, London, Warsaw, Hong Kong, and Bangalore. MRM is responsible for independent oversight and approval of all the firm's quantitative models, ensuring compliance with both internal and supervisory standards.

　　There are a wide variety of models used in the firm across its range of businesses, including ones used for derivatives valuation, risk management, electronic trading. Mathematical methods employed by these models include stochastic processes, machine learning, optimization techniques, statistical analyses and numerical techniques.

　　JOB RESPONSIBILITIES

　　Perform validation and approval of the firm's models by verifying conceptual soundness, methodology, and implementation, and by identifying limitations and uncertainties Assess and quantify model risk by developing alternative benchmark models Oversee monitoring of ongoing model performance Communicate validation outcomes to key stakeholders and management

　　QUALIFICATIONS

　　The MRM group looks for people with strong quantitative and technical backgrounds and a strong interest in financial markets. We seek bright and dynamic individuals with an advanced degree (e.g. PhD, MFE) in quantitative fields such as math, physics, engineering, computer science, or financial engineering. Applicants should possess the following:

　　Excellent quantitative problem solving skills Experience in stochastic modeling, numerical simulation, and data analysis Machine learning knowledge (preferred) Good communication skills with the ability to explain complex problems in a simple way Eagerness and ability to learn new technologies and programming languages Excellent organizational skills Team orientation and ability to work in a fast paced environment

　　ABOUT GOLDMAN SACHS

　　At Goldman Sachs, we commit our people, capital and ideas to help our clients, shareholders and the communities we serve to grow. Founded in 1869, we are a leading global investment banking, securities and investment management firm. Headquartered in New York, we maintain offices around the world.

　　We believe who you are makes you better at what you do. We're committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally, from our training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs. Learn more about our culture, benefits, and people at GS.com/careers.

　　We're committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more: https://www.goldmansachs.com/careers/footer/disability-statement.html