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Lead Data Engineer in Toronto – steer AWS ETL modernization and lead Agile data engineering teams.
Hands‑on leadership, Ab Initio expertise, and AWS services (Glue, Redshift) needed for modern data pipelines.
Job Details
Application Deadline: 08/20/2026
Address: 4100 Gordon Baker Road
Job Family Group: Data Analytics & Reporting
Key Responsibilities
ETL Application Ownership & Enhancement
Lead the support, enhancement, and optimization of existing Ab Initio ETL applications
Analyze current ETL frameworks and recommend performance, scalability, and reliability improvements
Ensure adherence to enterprise data engineering standards, coding best practices, and governance
Drive defect resolution, root cause analysis, and proactive optimization
AWS Data Platform Design & Modernization
Architect and design ETL/ELT pipelines in AWS for redesigning existing on‑prem or legacy ETL applications
Lead migration and modernization initiatives from Ab Initio/on‑prem platforms to AWS-native solutions
Design scalable data ingestion, transformation, and orchestration patterns using AWS services
Evaluate and implement cost‑effective, performant cloud solutions aligned with business needs
Agile Delivery & Team Leadership
Work in an Agile/Scrum or SAFe environment , actively participating in sprint planning, backlog grooming, daily stand‑ups, sprint reviews, and retrospectives
Collaborate with Product Owners, Scrum Masters, Architects, QA, and DevOps teams
Break down complex data engineering work into Jira epics, stories, and tasks
Provide accurate estimations, track progress, and manage dependencies using Jira
Mentor and guide junior engineers, ensuring high-quality and timely delivery
Required Skills & Qualifications
Experience & Education
Typically between 5–7 years of relevant experience in data engineering, ETL development, and/or data platform design
Post‑secondary degree in Computer Science, Engineering, Information Technology, or a related field of study, or an equivalent combination of education and experience
Core Technical Skills
Strong hands‑on experience with Ab Initio
GDE, metadata management
Graph performance tuning and complex data transformations
AWS Data Engineering Expertise
Services such as S3, Glue, Redshift, Lambda
Experience designing ETL/ELT architectures in cloud
Strong SQL and data modeling skills (dimensional & analytical models)
Experience with large‑scale batch data processing and data warehousing
Engineering & Delivery
Strong experience with data pipeline orchestration and scheduling
CI/CD knowledge (Ansible, Artifactory, GitHub Actions, or similar)
Familiarity with data quality, reconciliation, and controls
Solid understanding of security, IAM, and data governance in AWS
Soft Skills
Proven technical leadership and mentoring capabilities
Strong analytical and problem‑solving skills
Excellent communication skills with both technical and non‑technical stakeholders
Ability to manage multiple priorities in a fast‑paced environment
Nice to Have
Experience with Business Intelligence tools like Business Objects, PowerBI, Axiom
Experience in financial services, regulatory, or risk data platforms
Experience with modernization or sunset of legacy ETL platforms
Salary & Pay Type
Salary : $75,900.00 - $141,900.00
Pay Type: Salaried
The above represents BMO Financial Group’s pay range and type.
Salaries will vary based on factors such as location, skills, experience, education, and qualifications for the role, and may include a commission structure. Salaries for part‑time roles will be pro‑rated based on number of hours regularly worked. For commission roles, the salary listed above represents BMO Financial Group’s expected target for the first year in this position.
BMO Financial Group’s total compensation package will vary based on the pay type of the position and may include performance‑based incentives, discretionary bonuses, as well as other perks and rewards. BMO also offers health insurance, tuition reimbursement, accident and life insurance, and retirement savings plans. To view more details of our benefits, please visit: https://jobs.bmo.com/global/en/Total-Rewards
About Us
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 .
Legal & Compliance
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.
Note to Recruiters: BMO does not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to BMO, directly or indirectly, will be considered BMO property. BMO will not pay a fee for any placement resulting from the receipt of an unsolicited resume. A recruiting agency must first have a valid, written and fully executed agency agreement contract for service to submit resumes.