BMO Commercial Banking is looking to leverage advanced analytical algorithms, AI, and machine learning to mine large datasets, obtain insights, develop predictive models, and utilize big data technology to drive smarter business decisions, improve customer experience, and increase productivity. The role aims to optimize, refine, and scale analysis into mature analytics solutions and set the roadmap for these initiatives.
Requirements
- Mathematics, statistics & operations research
- Artificial intelligence
- Deep learning
- Machine learning
- Big data
- Data visualization
- Computational thinking and programming
Responsibilities
- Uses advanced analytical algorithms, AI and technologies (e.g., machine learning, deep learning, artificial intelligence) to mine and analyze large sets of structured and unstructured data to obtain insights.
- Develop predictive models, and leverage big data technology to deliver smarter business decisions, improve customer experience, and drive productivity.
- Collaborates with other data and analytics professionals and teams to optimize, refine and scale analysis into mature analytics solutions.
- Collaborates with business partners and other data and analytic professionals to set the roadmap and execute on it.
- Use data mining and extracting usable data from valuable data sources to assess the feasibility of AI/ML solutions for improved processing and usage of organization data.
- Conduct large-scale analysis of information to discover patterns and trends by combining different modules and algorithms.
- Develop prediction systems and machine learning algorithms.
Other
- Manages a team of data scientists to deliver the role mandate.
- Partner with stakeholders across the Commercial Bank to uncover opportunities and work with the Data Science team and Sr. Manager, Strategy and Governance to develop a prioritized roadmap that aligns with BMO Commercial and BMO's overall strategic objectives.
- Work with the Sr. Manager, Strategy and Governance to ensure that various governance requirements are met, including but not limited to Responsible AI, Model Validation, Legal, Regulatory, and Compliance requirements.
- Foster a culture aligned to BMO purpose, values, and strategy, and role model BMO values and behaviors in all that they do and ensure alignment between values and behavior that fosters diversity and inclusion.
- Typically 9+ years of relevant experience and/or certification in a related field of study or an equivalent combination of education and experience.
