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Senior Manager, Machine Intelligence
Senior Manager, Machine IntelligenceTD • Markham, York Region, CA
Senior Manager, Machine Intelligence

Senior Manager, Machine Intelligence

TD • Markham, York Region, CA
1 day ago
Job type
  • Full-time
Job description

Onboard & manage FCPO's fraud vendor model inventory.

Lieu De Travail

Markham, Ontario, Canada

Horaire

37.5

Secteur D’activité

Postes généraux TD

Détails De La Rémunération

$115,600 - $163,200 CAD

La TD a à cœur d’offrir une rémunération juste et équitable à tous les collègues. Les occasions de croissance et le perfectionnement des compétences sont des caractéristiques essentielles de l’expérience collègue à la TD. Nos politiques et pratiques en matière de rémunération ont été conçues pour permettre aux collègues de progresser dans l’échelle salariale au fil du temps, à mesure qu’ils s’améliorent dans leurs fonctions. Le salaire de base offert peut varier en fonction des compétences et de l’expérience du candidat, de ses connaissances professionnelles, de son emplacement géographique et d’autres besoins particuliers du secteur et de l’entreprise.

En tant que candidat, nous vous encourageons à poser des questions sur la rémunération et à avoir une conversation franche avec votre recruteur, qui pourra vous fournir des détails plus précis sur ce poste.

Description du poste

As the Senior Manager, Analytics & Insights, you will help drive FCPO's modeling capability through tools such as statistical analysis or machine learning solutions. This role will act as the primary steward and contact for fraud modeling needs, partnering with internal model governance oversight partners, external vendors and fraud business partners. You will manage and develop modeling talent within our Machine Learning team, while working with those partners to prioritize the team's time to ensure existing inventory is sustained in a well-managed way and delivering new program enhancements to better detect fraud.

Key Accountabilities

  • Lead and develop a team of Data Modelling professionals and provide day-to-day guidance as required.
  • Act as a People Manager, being responsible for ongoing coaching and development, setting objectives and assessing performance.
  • Maintain a well-managed model inventory, including execution and review of regular and appropriate performance monitoring, annual model reviews and other model risk management artifacts.
  • Support Canadian and US fraud business needs through the evolution and growth of the fraud model inventory.
  • Onboard & manage FCPO's fraud vendor model inventory.
  • Partner with compliance / MV / MRM / COMO risk control partners to right-size TD risk appetite for fraud model portfolio.
  • Identify process and behavioural changes that can meaningfully accelerate the model development and deployment timeline.
  • Participate and influence strategic planning, including technology investments.
  • Drive monthly and quarterly performance monitoring and attestations with business and executive leadership partners.
  • Explore new data features that can enrich TD fraud detection to identify potential Model and Production System upgrades.
  • Participate in management committees, employee recognition and volunteer events.

Job Requirements

  • Leadership, Relationship & Communication Skills :
  • Track record of working across organization and with multiple stakeholders at varying levels.
  • Can develop and maintain strong internal relationships with key stakeholders.
  • Excellent written and verbal communication.
  • Ability to lead, inspire and empower others to proactively adapt to changing business environments and develops a highly effective team by ensuring ongoing training and development management
  • Effective in delivering results by leading others.
  • Demonstrated teamwork and track record of exceeding challenging goals.
  • Comfortable and effective when interacting with executive level audience.
  • Ability to translate complex / technical terms and concepts into easy-to-understand business language.
  • Role-models behaviours consistent with TD leadership profile, customer and employee experience agendas and risk and control culture
  • Creates an extraordinary place to work advance and sustain a unique, inclusive culture that reflects TD's diversity agenda, and creates an extraordinary employee experience
  • Strategic Thinking, Judgment & Influence
  • Creative, out-of-the-box thinker, with strong conceptual and problem-solving skills.
  • Capable of quickly uncovering potential drivers for model performance variation to inform life-cycle management decisions.
  • Experienced in setting business objectives. Track record of delivering short- and long-term results through development and execution of strategies.
  • Motivated to constantly strive to find innovative ways to enhance the program.
  • Supports strategic and operational planning and delivery.
  • Ability to optimize resources to maximize efficiency and effectiveness.
  • Strong negotiation, conflict resolution and influencing skills.
  • Ability to assess underlying core objectives for any situation and to partner with external groups in finding reasonable solutions that address those objectives.
  • Technical Competencies
  • Demonstrated experience of developing and implementing classical and ML oriented models like Logistic Regression, Lasso and Ridge regularization, bagging and boosting techniques, and advanced modeling algorithms including neural networks
  • Well-developed analytical abilities : must be comfortable with data and statistics.
  • Ability to evaluate impact of a model in business context and to communicate clearly with stakeholders.
  • Data-driven decision maker.
  • Proven ability to see business processes through a customer lens.
  • Fraud experience is an asset
  • Experience with SQL, Python, R, or SAS
  • Education & Experience
  • Undergraduate degree in a numerate discipline (e.g., Statistics) required
  • Master\'s degree in a numerate discipline (e.g. Statistics, Business) preferred
  • 10+ years of relevant analytics & modeling experience
  • Strong leadership and general management skills in overseeing a team and working collaboratively across functions
  • A high level of integrity, earning the respect and trust of peer group and employees
  • Demonstrated analytical, modeling and problem solving skills
  • À 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 succursales. Chaque jour, nous offrons une expérience client légendaire à plus de 27 millions de ménages et d’entreprises au Canada, aux États-Unis et partout dans le monde. Plus de 95 000 collègues de la TD mettent en commun leurs compétences, leur talent et leur créativité au service de la Banque, des clients qu’elle sert et des économies qu’elle appuie. Nous sommes guidés par notre vision d’être une meilleure banque et par notre objectif d’enrichir la vie de nos clients, de nos collectivités et de nos collègues.

    La TD est une entreprise profondément engagée à être une leader en matière d’expérience client. Voilà pourquoi nous croyons que chaque collègue, peu importe son secteur d’activité, est en contact avec la clientèle. En parallèle de l’évolution de nos activités et de notre stratégie, nous innovons afin d’améliorer l’expérience client et de créer des capacités pour façonner l’avenir des services bancaires. Que vous ayez plusieurs années d’expérience dans le secteur bancaire ou que vous commenciez tout juste votre carrière dans le domaine des services financiers, nous pouvons vous aider à réaliser votre plein potentiel. Vous pourrez compter sur nos programmes de formation et de mentorat et sur des conversations sur le perfectionnement et le leadership pour réaliser votre plein potentiel et atteindre vos objectifs. Notre croissance en tant qu’entreprise rime avec la vôtre.

    Notre programme de rémunération globale

    Notre programme de rémunération globale reflète les investissements que nous faisons pour aider nos collègues et leur famille à atteindre leurs objectifs en matière de bien-être mental, physique et financier. La rémunération globale à la TD inclut le salaire de base, la rémunération variable et bien d’autres régimes clés, comme des avantages sociaux en matière de santé et de bien-être, des régimes d’épargne et de retraite, des congés payés, des avantages bancaires et des rabais, des occasions de développement de carrière et des programmes de récompenses et reconnaissance. En savoir plus

    Renseignements Supplémentaires

    Nous sommes ravis que vous envisagiez une carrière à la TD. Sachez que nous avons à cœur d’aider nos collègues à réussir dans leur vie tant personnelle que professionnelle. C’est d’ailleurs pourquoi nous leur offrons des conversations sur le perfectionnement, des programmes de formation et un régime d’avantages sociaux concurrentiel.

    Perfectionnement des collègues

    Un cheminement professionnel particulier vous intéresse ou vous cherchez à acquérir certaines compétences? Nous tenons à vous mettre sur la voie de la réussite. Vous aurez des conversations régulières sur le développement de carrière, le perfectionnement et le rendement avec votre gestionnaire. Une variété de programmes de mentorat et une plateforme d’apprentissage en ligne seront également à votre disposition pour vous aider à ouvrir de nouvelles portes. Que vous ayez à cœur d’aider les clients et souhaitiez élargir votre expérience ou que vous préfériez coacher et inspirer vos collègues, sachez que la TD propose un grand nombre de cheminements professionnels et qu’elle s’engage à vous aider à relever les occasions qui vont dans le sens de vos objectifs.

    Formation et intégration

    Nous tenons à nous assurer que vous disposez des outils et ressources nécessaires pour réussir à votre nouveau poste. Dans cette optique, nous organiserons des séances d’intégration et de formation.

    Processus d’entrevue

    Nous communiquerons avec les candidats sélectionnés pour planifier une entrevue. Nous ferons notre possible pour communiquer par courriel ou par téléphone avec tous les candidats pour leur faire part de notre décision.

    Mesures d’adaptation

    L’accessibilité est importante pour nous. N’hésitez pas à nous faire part de toute mesure d’adaptation (salles de réunion accessibles, sous-titres pour les entrevues virtuelles, etc.) dont vous pourriez avoir besoin pour participer sans entraves au processus d’entrevue.

    Nous avons hâte d’avoir de vos nouvelles!

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    Senior Manager Machine Intelligence • Markham, York Region, CA

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