Associate, data scientist

About the Role

We are seeking a talented and experienced Data Scientist to join our Data Cognition Team at BMO Capital Markets. As a Data Scientist, you will be responsible for developing and implementing advanced analytics and machine learning models to support algorithmic trading strategies, and drive business decisions in the front office, Investment Banking, and Corporate Banking. You will collaborate closely with business teams and other stakeholders to understand their data needs and provide insights that improve trading performance and profitability.

• Develop and implement advanced analytics and machine learning models using techniques such as Generative AI, Deep Learning, and Reinforcement Learning.
• Build predictive models for algorithmic trading across asset classes including Equities, Fixed Income, Commodities, and Foreign Exchange.
• Collaborate with trading desks, investment banking teams, and corporate banking stakeholders to identify opportunities and optimize strategies.
• Research and experiment with new machine learning techniques, including time series analysis, to improve trading performance and profitability.
• Design and maintain reproducible machine learning pipelines for production environments.
• Analyze large datasets to extract insights and support strategic decision-making.
• Communicate complex technical concepts to non-technical stakeholders and present findings to senior management.
• Visualize complex data clearly and concisely for business consumption.

• Ph.D. in Computer Science, Mathematics, Physics, or a related quantitative field (focus on finance, economics, or operations research preferred).
• Minimum 3 years of experience in data science or machine learning; experience in capital markets is a strong asset.
• Proficiency in statistical modeling, time series analysis, and machine learning frameworks.
• Strong programming skills (Python preferred) and experience with cloud technologies.
• Familiarity with financial tools such as Bloomberg, Fact Set, and Thomson Reuters is a plus.
• Excellent problem-solving skills and ability to formulate hypotheses and learn from data.
• Strong communication skills for effective collaboration with technical and business stakeholders.
• Team-oriented, adaptable, and detail-focused with a results-driven mindset.

• Experience with Generative AI and advanced ML techniques.
• Knowledge of investment banking concepts, trading strategies, and financial data formats.
• Familiarity with MLOps tools and practices for model deployment and monitoring.

Join our dynamic team at BMO Capital Markets and contribute to solving complex challenges in investment banking and global markets using innovative technologies. We offer opportunities for professional growth, access to cutting-edge tools, and the chance to make a significant impact on critical business operations.

$90,000-$120,000 CAD (subject to negotiation and candidate meeting the specific skills, experience, education, and qualification requirements).

Ce qui précède représente la fourchette et le type de rémunération de BMO Groupe financier.

Les salaires varieront en fonction de facteurs comme l’emplacement, les compétences, l’expérience, les études et les qualifications pour le poste et pourront inclure une structure de commissions. Les salaires pour les postes à temps partiel seront calculés au prorata du nombre d’heures travaillées régulièrement. Pour les rôles à commission, le salaire susmentionné représente la cible de BMO Groupe financier pour la première année au poste.

La rémunération totale offerte par BMO variera selon le type de rémunération associé au poste et peut comprendre des primes de rendement, des primes discrétionnaires ainsi que d’autres avantages et récompenses. BMO offre également une assurance santé, le remboursement des frais de scolarité, une assurance accident et une assurance vie, ainsi que des régimes d’épargne-retraite. Pour en savoir plus sur nos avantages sociaux, consultez le site :

BMO s'engage à offrir un milieu de travail inclusif, équitable et accessible. Nous apprenons de nos différences et tirons notre force des gens et de leurs différents points de vue. Des mesures d’adaptation sont disponibles sur demande pour les candidats qui participent à tous les aspects du processus de sélection. Pour demander des mesures d’adaptation, veuillez communiquer avec votre recruteur.