Quantitative Analyst – Artificial Intelligence, Machine Learning
U.S. Bank
full-time
Posted on:
Location Type: Hybrid
Location: Minneapolis • Minnesota, North Carolina • 🇺🇸 United States
Visit company websiteSalary
💰 $105,400 - $124,000 per year
Job Level
Mid-LevelSenior
Tech Stack
KerasNumpyPandasPythonPyTorchScikit-LearnTensorflow
About the role
- Develop benchmark AI/ML models
- Perform activities related to AI/ML model development and model review
- Conduct R&D for various AI/ML methodologies and their potential applications and use cases
- Review model development documentation
- Independently test advanced AI/ML and Generative AI models
- Develop technical guidance documents, training curriculum and white papers
- Communicate model requirements and validation outcomes to stakeholders within the Bank
Requirements
- Bachelor’s degree in a quantitative field required with at least 5 years of relevant experience OR
- MA/MS in a quantitative field, and 3 or more years of related experience OR
- PhD in a quantitative field, and less than 2 years of related experience
- Strong statistical modeling or computer science background and hands on model development skills
- Considerable knowledge of various machine learning algorithms and their applications, including Random Forest, GBM, XGBoost, deep learning, NLP, computer vision, and LLM.
- Experience with building complex deep learning architectures such as MLPs, RNNs, CNNs and Generative AI frameworks such as RAG and Agentic AI.
- Strong programming skills using Python packages such as Numpy, Pandas, and scikit-learn.
- Hands on experience with deep learning or LLM software frameworks such as PyTorch, Tensorflow/Keras, MXNet, LangChain and Llamaindex are strongly preferred
- Research experience and publications on AI or Gen AI are preferred
- Experience in financial industry is preferred but not required
- Advanced understanding of Model Risk Management and OCC SR 11-7 is a plus
- Demonstrated independence, teamwork and leadership skills
- Strong project management skills
- Excellent written and verbal communication skills.
Benefits
- Healthcare (medical, dental, vision)
- Basic term and optional term life insurance
- Short-term and long-term disability
- Pregnancy disability and parental leave
- 401(k) and employer-funded retirement plan
- Paid vacation (from two to five weeks depending on salary grade and tenure)
- Up to 11 paid holiday opportunities
- Adoption assistance
- Sick and Safe Leave accruals of one hour for every 30 worked, up to 80 hours per calendar year unless otherwise provided by law
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
AI/ML model developmentstatistical modelingmachine learning algorithmsRandom ForestGBMXGBoostdeep learningNLPcomputer visionGenerative AI
Soft skills
independenceteamworkleadershipproject managementwritten communicationverbal communication