Modelling Analyst Job Montréal area,Montreal Province de Québec Canada,Finance & Banking

Location: Montreal

Description

Do you want to dive into the intersection of fairness and Artificial Intelligence / Machine Learning (AI/ML)? Do you believe AI/ML models should be explainable, transparent, and trustworthy? Are you passionate about technology, ethics, and Responsible AI? If so, then this is a job for you.
As the backbone of our financial system, financial institutions have rich large-scale datasets and are rapidly adopting models to improve customer experience and drive business performance, including AI and machine learning. While models are increasingly pervasive across society, many outstanding questions and challenges must be answered to ensure that model outcomes are fair and transparent. In this position, you will play a key role in ensuring the appropriate application of models and positioning TD as an industry leader in Responsible and Ethical AI.

This position reports to the Senior Applied Machine Learning Scientist, Compliance Oversight of Models Office. Detailed accountabilities include:

Evaluate business procedures and practices

Develop training materials and guidelines to help businesses address regulatory compliance throughout the model lifecycle

Maintain up-to-date knowledge of techniques and developments in the field of advanced modeling and share knowledge with business partners and senior management

Review and support reviews of models from across TD, and build a close working relationship with business units across the Enterprise. This includes:

Supporting compliance risk management associated with models used by TD, and Supporting the business in monitoring regulatory compliance and risk mitigation throughout the model lifecycle.

Identifying and clearly communicating compliance model risks arising from model design, implementation and deployment decisions to a broad audience of stakeholders.

Support post review model compliance risk related activities

Assist with responses to regulatory inquiries, examinations and investigations as applicable.

TEAM DESCRIPTION

The successful candidate will join the Compliance Oversight of Models Office (COMO), an interdisciplinary team that sits at the intersection of AI/ML regulatory understanding and ethics. COMO is responsible for the global compliance oversight of models from a regulatory compliance perspective. COMO's oversight spans the entire model lifecycle and includes engagement with disparate model stakeholders. The COMO mandate includes but is not limited to:

Assessing models for regulatory compliance risk;

Providing oversight and independent challenge to approaches used to identify, assess, and address regulatory compliance risk; and

Supporting the business in monitoring regulatory compliance and removing or mitigating risk throughout the model lifecycle.

COMO embraces a multidisciplinary approach, celebrating alternative and multi-faceted perspectives that are needed to ensure AI is developed and deployed responsibly and ethically. COMO is committed to developing team members professionally and expanding their horizons as the best way to address the challenges of tomorrow is to have a team with the foresight and vision to see those challenges today.

DEPARTMENT OVERVIEW

The Global Compliance Department mission is to foster a culture of integrity, ethics and compliance and deliver independent risk management and oversight of regulatory compliance risk and conduct risk throughout TD. The department achieves this by independently assessing the adequacy of, adherence to and effectiveness of regulatory compliance management programs and controls in the business; delivering objective guidance and independent challenge;

proactively managing regulatory change; and providing trusted and reliable reporting, advice and opinion to senior leadership and the Board on the state of regulatory compliance risks, controls and outcomes.

JOB REQUIREMENTS

Expertise in machine learning including, but not limited to, evaluation, statistics, and data visualization.

The ability to stay abreast of developments in advanced modeling

The ability to effectively collaborate with technical and non-technical stakeholders (e.g., business partners and control partners) across the model lifecycle and as part of enterprise initiatives

Excellent verbal and written communication skills

Work effectively as a team and share knowledge

Establish strong relationships with Business Units, Control Partners, Compliance Units, acting as a primary Compliance contact for model compliance risks

Ability to influence people and deal with conflicting points of view and to effect creative and responsive solutions

EXPERIENCE & EDUCATION

Undergraduate degree or advanced technical degree preferred (e.g., math, physics, engineering, finance or computer science)

2+ years of relevant experience with model development.

Demonstrable engagement with the issues of explainability, fairness, or Responsible AI

Who We Are:

TD is one of the world's leading global financial institutions and is the fifth largest bank in North America by…


Increase/decrease your Search Radius (miles)



Job Posting Language