Data Scientist I - Toronto, Canada - TD Bank

TD Bank

Verified Company

Toronto, Canada

1 week ago

Posted by:

Sophia Lee

beBee Recruiter

Description

Lieu de travail:
Toronto, Ontario, Canada

Horaire:
37.5

Secteur d'activité:
Données et Analyses

Détails de la rémunération:

Description du poste:

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. This is performed in accordance with the Global Compliance Department Mandate, in execution of the Global Compliance Operating Framework (GCOF). 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 Description:
Do you want to dive into the intersection of fairness and modeling? Do you want to tackle how we can leverage explainability approaches to understand models? Are you passionate about technology and ethics? If so, then this is a job for you.

This position reports to the Senior Manager, Compliance Oversight of Models Office

Detailed accountabilities include:

Conduct research on how to identify, assess, and address modeling risks and associated concerns
Support the development of technical standards and guidelines covering model risk matters, and draft key compliance documents in appropriate coordination with stakeholders
Represent Compliance in major projects, initiatives, and engagements
Evaluate model development procedures and practices
Develop training materials and guidelines to help businesses address regulatory compliance throughout the model lifecycle
Maintain uptodate knowledge of techniques and developments in the field of advanced modeling and share knowledge with business partners and senior management
Review use cases across TD, and build a close working relationship with business units across the Enterprise

Objectives include:

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

TEAM DESCRIPTION- Assessing models for regulatory compliance; 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 the alternative, multi-faceted perspectives needed to ensure that AI is developed and deployed ethically.

COMO is committed to helping team members develop professionally and expand their horizons because the best way to address the challenges of tomorrow is to have a team that can see those challenges today.

Job Requirements:
Hands-on data science expertise including, but not limited to, machine learning, statistics, and data visualization-
Experience with/knowledge of methods, techniques and tools to support model explainability and bias/fairness assessments-
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 development lifecycle and as part of enterprise initiatives-
Ability to influence people and deal with conflicting points of view and to effect creative and responsive solutions-
Comfort representing Compliance in executive-level initiatives and meetings, and working with all levels of staff within the Enterprise-
Excellent verbal and written communication skills-
Work effectively as a team to peer review other team member model reviews and share knowledge-
Establish strong relationships with Business Units, Control Partners, Compliance Units, acting as a primary Compliance contact for model compliance risks-
Assist with response to regulatory inquiries, examinations and investigations as applicable.-
Quick learner who constantly works on improving skills and expertise.-
Good time management and multitasking skills with mínimal supervision

EXPERIENCE & EDUCATION:

Postgraduate degree (preferably in computer science, math, statistics, engineering, or related quantitative field)
Relevant experience with the model development lifecycle (model validation expertise would be especially advantageous)
Demonstrable engagement with the issues of explainability and/or fairness in the context of advanced analytics and modelingÀ propos de nous:La TD est un chef de file mondial dans le secteur des institutions financières. Elle représente la cinquième banque en Amérique du Nord de par son nombre de succu