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About the Role
Uses advanced analytical algorithms and technologies like machine learning, deep learning, and artificial intelligence to analyze large datasets, derive insights, and design predictive models. Leverages big data technology to create solutions that improve business decisions, customer experience, and productivity. Collaborates with data and analytics teams to scale analysis into mature solutions and plays a key role in advancing data strategies to understand consumer trends and solve business problems.
Responsibilities
- Uses advanced analytical algorithms and technologies (e.g. machine learning, deep learning, artificial intelligence) to mine and analyze large sets of structured and unstructured data to obtain insights.
- Designs and constructs new processes for modeling data.
- Develops predictive models and leverages big data technology to design solutions that 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.
- Plays an active role in the futuristic display of data, and advancement of innovative data strategies to understand consumer trends and address business problems.
- Uses data mining and extracting usable data from valuable data sources to assess feasibility of AI/ML solutions for improved processing and usage of organization data.
- Conducts large-scale analysis of information to discover patterns and trends by combining different modules and algorithms.
- Uses analysis to provide recommendations and advice for business leaders to maintain to maintain market competitiveness.
- Develops prediction systems and machine learning algorithms.
- Investigates additional technologies and tools for developing innovative data solutions for business stakeholders.
- Collaborate together with the product team and partners to understand and provide data-driven decision making, business planning and future roadmap.
- Operates at a group/enterprise-wide level and serves as a specialist resource to senior leaders and stakeholders.
- Applies expertise and thinks creatively to address unique or ambiguous situations and to find solutions to problems that can be complex and non-routine.
- Implements changes in response to shifting trends.
- Broader work or accountabilities may be assigned as needed.
- Take measured risks while protecting the bank by applying our Risk Management Framework in the execution of your role, in line with our Risk Culture and within our approved Risk Appetite, making sound and risk informed decisions that align to business strategy, protect assets, and adhere to applicable policy documents (Frameworks, Policies, Standards, Procedures and Supporting documents), laws and regulations.
Requirements
- Typically 7+ years of relevant experience and/or certification in related field of study or an equivalent combination of education and experience.
- Seasoned professional with a combination of education, experience and industry knowledge.
Skills
- Mathematics, statistics & operations research
- Deep learning
- Machine learning
- Trust, bias and ethics
- Creative thinking
- Critical thinking
- Big data
- Data visualization
- Computational thinking and programming
- Data wrangling
- Data preprocessing
- Creative reasoning
- Verbal & written communication skills
- Analytical and problem solving skills
- Influence skills
- Collaboration & team skills; with a focus on cross-group collaboration
- Able to manage ambiguity
- Data driven decision making
Location
- 100 King Street West
Work Type
- Salaried
Experience Level
- 7+ years relevant experience
Salary/Compensations
- $105,000.00 - $215,000.00
Benefits
- Health insurance
- Tuition reimbursement
- Accident and life insurance
- Retirement savings plans
About the Company
- At BMO we are driven by a shared Purpose: Boldly Grow the Good in business and life. It calls on us to create lasting, positive change for our customers, our communities and our people. By working together, innovating and pushing boundaries, we transform lives and businesses, and power economic growth around the world.
- As a member of the BMO team you are valued, respected and heard, and you have more ways to grow and make an impact. We strive to help you make an impact from day one – for yourself and our customers. We’ll support you with the tools and resources you need to reach new milestones, as you help our customers reach theirs. From in-depth training and coaching, to manager support and network-building opportunities, we’ll help you gain valuable experience, and broaden your skillset.
- To find out more visit us at https://jobs.bmo.com/ca/en.
Equal Opportunity
- BMO is committed to an inclusive, equitable and accessible workplace. By learning from each other’s differences, we gain strength through our people and our perspectives. Accommodations are available on request for candidates taking part in all aspects of the selection process. To request accommodation, please contact your recruiter.