Analyst, Data Analytics & Reporting

Canadian Imperial Bank of Commerce; Toronto; Hybrid; CAD 70,000 - 100,000; Full time

Benefits offered by this job

Competitive salary

Incentive pay

Banking benefits

Benefits program

Defined benefit pension plan

Employee share purchase plan

Vacation offering

Wellbeing support

MomentMakers

Job summary

Canadian Imperial Bank of Commerce is seeking an Analyst, Data Analytics & Reporting to support the Risk Finance team in developing and enhancing forecasting models for PPNR line items. You will collaborate with partners to deliver portfolio analytics, executive-ready reporting, and monitoring tools across loans, deposits, and capital markets.

You will apply statistical and machine learning techniques to improve forecast accuracy, automate reporting, and present findings to senior leaders.

Qualifications

• 1-3 years of experience in statistical, econometric, and ML techniques.
• Proficiency in Python, SQL, and data visualization tools like Power BI or Tableau.

Responsibilities

• Develop, document, and recalibrate PPNR forecasting models for revenue and expense items.
• Apply statistical and ML techniques to improve forecast precision.
• Build datasets and ensure data integrity for forecasting and reporting.
• Create dashboards and executive reports to track metrics and drivers.
• Automate recurring data and reporting processes to improve efficiency.

Skills

Analytical thinking

Tools

Python

SQL

Power BI

Tableau

Power Apps

Excel

Databricks Platform

Power Automate

PowerPoint

Regression Models

Time Series Modeling

Job description

We’re building a relationship-oriented bank for the modern world. We need talented, passionate professionals who are dedicated to doing what’s right for our clients. At CIBC, we embrace your strengths and your ambitions, so you are empowered at work. Our team members have what they need to make a meaningful impact and are truly valued for who they are and what they contribute. To learn more about CIBC, please visit CIBC.com

What you'll be doing

As an Analyst, Data Analytics & Reporting, you'll be a key member of our Risk Finance team, supporting the development and enhancement of forecasting models for Pre-Provision Net Revenue (PPNR) line items. You'll collaborate closely with business partners to deliver portfolio analytics and actionable insights that drive financial performance across products such as loans, deposits, treasury management, capital markets, and wealth management. Your focus will be on translating business and Finance objectives into scalable analytical solutions, executive-ready reporting, and ongoing monitoring tools. You'll use advanced statistical and machine learning techniques to improve forecast accuracy and explainability, automate reporting processes, and present findings to senior leaders. Working with limited direction, you'll ensure models and reports remain accurate and relevant through continuous validation and impact analysis. At CIBC we enable the work environment most optimal for you to thrive in your role. You’ll have the flexibility to manage your work activities within a hybrid work arrangement where you’ll spend 1-3 days per week on-site, while other days will be remote.

How you’ll succeed

• Model Development & Enhancement – Develop, document, and recalibrate PPNR forecasting models for revenue and expense line items, ensuring robust controls and ongoing accuracy.
• Advanced Analytics Application – Apply statistical, econometric, and machine learning techniques to improve forecast precision and sensitivity to business drivers.
• Data Management & Validation – Build, maintain, and reconcile datasets required for forecasting, ensuring data integrity across Finance and business systems.
• Performance Analysis & Recommendations – Conduct diagnostic analyses such as back-testing and benchmarking, attributing variances and recommending actions to optimize outcomes.
• Reporting & Visualization – Create and maintain dashboards and executive reports using tools like Power BI or Tableau to track key metrics, trends, and business drivers.
• Process Automation – Automate recurring data and reporting processes using approved tools (Python, SQL, Power Automate) to enhance efficiency and transparency.
• Stakeholder Communication – Present analytical findings, forecast drivers, and recommendations to senior stakeholders, using clear narratives and visual storytelling.
• Portfolio Monitoring – Produce and maintain portfolio analytics and executive summaries, covering metrics such as balances, credit quality, pricing, and customer/product mix.
• Quality Assurance – Manage deliverables with limited direction, assess impacts of requirement changes, and maintain test plans and validation checks for ongoing accuracy.

Who you are

You’re an analytical thinker. You have a strong ability to interpret complex data and translate it into actionable insights for business and Finance stakeholders. You have relevant technical expertise. 1-3 years of experience with statistical, econometric, and machine learning techniques, as well as proficiency in Python, SQL, and data visualization tools like Power BI or Tableau. You’re detail-oriented and quality-focused. You ensure data integrity, robust controls, and ongoing accuracy in forecasting models and reporting. You’re a clear communicator. You can present complex analytical findings to senior stakeholders with clarity and impact, using both narrative and visual storytelling. You’re collaborative and proactive. You work effectively with cross-functional teams and manage deliverables independently, adapting to changing requirements. Values matter to you. You bring your real self to work, and you live our values – trust, teamwork, and accountability.

What CIBC Offers

At CIBC, your goals are a priority. We start with your strengths and ambitions as an employee and strive to create opportunities to tap into your potential. We aspire to give you a career, rather than just a paycheck. We work to recognize you in meaningful, personalized ways including a competitive salary, incentive pay, banking benefits, a benefits program*, defined benefit pension plan*, an employee share purchase plan, a vacation offering, wellbeing support, and MomentMakers, our social, points-based recognition program.

• competitive salary
• incentive pay
• banking benefits
• a benefits program*
• defined benefit pension plan*
• an employee share purchase plan
• a vacation offering
• wellbeing support
• MomentMakers, our social, points-based recognition program

Our spaces and technological toolkit will make it simple to bring together great minds to create innovative solutions that make a difference for our clients. We cultivate a culture where you can express your ambition through initiatives like Purpose Day; a paid day off dedicated for you to use to invest in your growth and development. *Subject to plan and program terms and conditions

What you need to know

CIBC is committed to creating an inclusive environment where all team members and clients feel like they belong. We seek applicants with a wide range of abilities and we provide an accessible candidate experience. If you need accommodation, please contact [e-mail] CIBC is committed to clarity in our hiring process. All roles posted are opportunities we’re actively recruiting for, unless stated otherwise. You need to be legally eligible to work at the location(s) specified above and, where applicable, must have a valid work or study permit. We may ask you to complete an attribute-based assessment and other skills test (such as simulation, coding, French proficiency). We use artificial intelligence tools during the recruitment process. Our goal for the application process is to get to know more about you, all that you have to offer, and give you the opportunity to learn more about us.

Job Location Toronto-81 Bay, 31st Floor Employment Type Regular Weekly Hours 37.5 Skills Applied:

• Machine Learning
• Databricks Platform
• Microsoft Excel
• Microsoft Power Apps
• Microsoft Power Business Intelligence (PBI)
• Microsoft PowerPoint
• Python for Data Analysis
• Regression Models
• SQL Tools
• Time Series Modeling

At CIBC, we are in business to help our clients, employees and shareholders achieve what is important to them. Our ability to create value for all CIBC stakeholders is driven by a business culture based on common values: Trust, Teamwork and Accountability. Working with CIBC makes you a part of a work environment committed to our clients, employees and communities – a place where you can excel. Every day, our 48,000 employees help our clients achieve their financial goals, because what matters to our clients, matters to us.