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About the Role
The Model Risk Management (MRM) group is responsible for the independent oversight of model risk at Goldman Sachs. This role involves validating the firm's AI models, ensuring their accuracy, reliability, and compliance with regulatory requirements, and contributing to the firm's risk management framework.
Responsibilities
- Independently validate the performance, accuracy, and reliability of AI models used within Goldman Sachs, focusing on aspects such as accuracy, explainability, model design, and algorithmic robustness.
- Develop and implement validation methodologies and benchmark models tailored to the specific characteristics of AI models.
- Conduct thorough testing and analysis of model outputs, identifying and documenting potential risks and limitations.
- Collaborate with model developers and business stakeholders to address identified issues and improve model performance.
Requirements
- A Ph.D. degree in Computer Science, Mathematics, Physics, Engineering, or a closely related quantitative field.
- Understanding of statistical modelling and machine learning algorithms.
- 5+ years of working experience in a quantitative field as a model developer or a data researcher.
- Some experience in AI models.
- Programming expertise in Python, including experience with relevant data science libraries (e.g., NumPy, Pandas, TensorFlow, Pytorch).
- Excellent analytical, problem-solving, and communication skills.
- Demonstrated curiosity, ownership, and a willingness to work in a collaborative environment.
Skills
- AI models
- Python
- NumPy
- Pandas
- TensorFlow
- Pytorch
- Statistical modelling
- Machine learning algorithms
- Analytical skills
- Problem-solving skills
- Communication skills
Location
- New York
Work Type
- Full-time
Experience Level
- Vice President
- 5+ years
Education Level
- Ph.D.
Benefits
- Training and development opportunities
- Firmwide networks
- Benefits
- Wellness offerings
- Personal finance offerings
- Mindfulness programs
About the Company
- Goldman Sachs is a leading global investment banking, securities and investment management firm founded in 1869.
- Headquartered in New York, with offices around the world.
- Committed to fostering and advancing diversity and inclusion.
Equal Opportunity
- 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.
- We’re committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process.