Senior Applied Machine Learning Scientist, Generative AI Model Validation ATH# 5480
Role Overview
The AI Model Validation group reviews and approves AI models used across the bank, including generative AI and deep learning models.
The role reports to the AVP of AI Model Validation and leads work validating generative AI, NLP, and deep learning models.
Key Skills for This Role
Full Job Posting
Role overview
The AI Model Validation group reviews and approves AI models used across the bank, including generative AI and deep learning models.
The role reports to the AVP of AI Model Validation and leads work validating generative AI, NLP, and deep learning models.
Responsibilities
- Lead GenAI, agentic AI, and LLM evaluation and testing research.
- Lead scientists validating complex AI models; review, test, evaluate, and challenge model developers.
- Recommend approval or corrective action following independent validation.
- Lead and develop a team, set performance objectives, and communicate group objectives.
- Develop validation standards compliant with bank policy, industry practice, and regulatory requirements.
- Support regulator and audit reviews; collaborate with model development, audit, and risk partners.
- Track AI advances, advise on appropriate model use, and communicate findings to technical and non-technical audiences.
Requirements
- Post-secondary degree in computer science, AI/ML, engineering, statistics, mathematics, or a related field; advanced quantitative and AI skills.
- 4+ years developing or validating generative AI, LLM, NLP, or deep learning models, and 2+ years leading a small ML scientist team.
- In-depth knowledge of GenAI, agentic AI, deep learning, modern NLP, RAG, and transformers.
- Experience with AI technology stacks such as PyTorch, LangChain, LangGraph, or Hugging Face; proficiency in one or more programming languages such as Python.
- Familiarity with Azure or AWS, PySpark or Hadoop, data structures, algorithms, OOP, and model explainability.
- Strong communication, stakeholder management, analytical thinking, and time/project management skills; able to work independently and collaboratively.
Preferred qualifications
- Relevant conference or journal publications, GenAI/LLM research, and implementing AI algorithms from academic research papers are advantages.
Compensation
- Published compensation range is CAD 90,000 to CAD 156,500 and includes a temporary market premium that is reviewed annually; no pay cadence is stated.
Location
- The description lists Montréal, Québec, Canada; it does not specify a workplace arrangement.
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