Risk Modeling Associate - Artificial Intelligence & Machine Learning
Boston, MA (Hybrid)
Job Description:
Location: Boston, MA | Dallas, TX | New York, NY
Organization: Santander Holdings USA, Inc.
Salary: $90,000 - $165,000/year
Join a trailblazing team that’s redefining financial risk management through the power of AI and Machine Learning (ML). At Santander, we harness innovation to mitigate risks and drive business growth. As a Risk Modeling Associate, you'll validate advanced ML models and Large Language Model (LLM) frameworks while collaborating with top data scientists and technologists.
What You'll Do:
???? Model Validation & Innovation:
- Conduct robust validations of ML models, including gradient boosting models, neural networks, and other classification and regression models.
- Challenge model assumptions, develop benchmarks, and replicate results to ensure best-in-class performance.
???? LLM & GenAI Evaluation:
- Test and optimize LLM frameworks (like Hugging Face models), addressing critical risks such as hallucination, prompt injection, bias, and accuracy issues.
???? Cross-functional Collaboration:
- Work closely with model developers, data engineers, and governance teams to align model designs with business goals.
???? Risk Monitoring:
- Identify and assess risks, enhancing models to strengthen compliance and operational efficiency.
What You Bring:
???? Education: Bachelor’s degree required; Master’s in Statistics, Mathematics, Computer Science, or related fields preferred.
???? Experience:
- 5+ years in ML model development or validation, preferably in financial services.
- Deep knowledge of risk modeling and regulatory compliance (SR 11-7).
????? Technical Skills:
- Expertise in TensorFlow, PyTorch, and Scikit-learn.
- Proficiency in Python and R, with cloud experience (AWS, Azure) a plus.
- Experience in LLM applications, prompt-tuning, RAG/fine-tuning techniques.
???? Mindset:
- Strong analytical skills, a problem-solving attitude, and the ability to adapt to fast-paced environments.
- Excellent organizational and communication skills.
Why Join Santander?
???? Innovation: Collaborate on groundbreaking AI-driven projects that shape the future of financial risk management.
???? Career Growth: We invest in your continuous learning and provide pathways to professional development.
???? Inclusive Culture: Diversity fuels innovation. We are committed to creating an environment where every voice is valued.
???? Competitive Compensation: Base salary, comprehensive benefits, and exciting incentives.
Key Skills:
- Risk Modeling Associate - Artificial Intelligence & Machine Learning