AI & Data Platform Architect

Overview

Location : Markham, ON, Canada

Date Posted : Jan 19, 2026

The AI & Data Platform Architect is responsible for designing and evolving GEI’s enterprise data and analytics foundations, including the platforms, shared services, architectural patterns, and reusable components that enable scalable, secure, and responsible digital, analytics, and AI capabilities across the firm.

This position defines and governs GEI-wide data architecture, platform standards, and AI enablement patterns focused on enablement rather than product ownership – spanning data pipelines, analytics platforms, and MLOps frameworks. The AI & Data Platform Architect partners closely with engineering teams and the AI Solutions Lead to ensure AI and advanced analytics solutions intended for GEI environments are deployable, sustainable, and aligned with enterprise technology, security, and governance standards.

Responsibilities

• Lead the design and evolution of GEI’s data, analytics, and AI platform architecture, with an emphasis on establishing foundational data science and MLOps readiness that enables teams to responsibly scale analytics and AI capabilities over time.
• Define and govern enterprise standards for data pipelines, feature engineering, model lifecycle management, and MLOps frameworks across GEI.
• Establish architectural patterns that ensure AI solutions are production-ready, secure, auditable, and scalable.
• Partner with GEI regional digital teams and champions to align platform standards with regional needs while enabling consistent adoption across the firm.
• Collaborate with the AI Solutions Lead and engineering teams to provide architectural guidance for AI solutions transitioning into GEI delivery environments.
• Ensure alignment with enterprise IT, security, data governance, and compliance requirements.
• Identify architectural risks and technical debt early, defining mitigation strategies to prevent experimental pilots from becoming long-term operational risk.
• Contribute to strategic planning by advising on platform capabilities, data readiness, and sequencing of GEI digital and AI initiatives.
• Mentor and provide technical leadership to data and platform engineers, including setting delivery standards, guiding team topology and workflows, and supporting future people-management responsibilities as GEI’s data and analytics capability scales.
• Serve as a senior technical advisor guiding GEI leadership and digital teams on data and AI sequencing decisions, helping the firm avoid premature tooling, fragmented experimentation, or unsustainable technical debt.

Minimum Qualifications

We are GEI.

Some of the world’s most pressing problems – from climate change to sustainable development, to critical infrastructure and the future of our energy supply – need our brightest and diverse minds working together to create safer, more resilient communities for tomorrow.

We are technical experts, collaborators, and entrepreneurs who draw from diverse backgrounds to solve our clients’ most complex challenges.

With several offices across North America, we offer a range of engineering, science, and technical consulting services. Our range of expertise, project types, and culture make us the choice for top talent in the AEC industry. See all our office locations here .

Employee-owned. Employee-focused.

As an employee-owned company, our employees support our flat leadership structure, have a say in how our business operates and benefit from our financial success. We are committed to employee growth with career development opportunities, competitive total rewards, a well-being program, flexible work arrangements and more. Our company culture is driven by our 4 Cs – we are Client-Centered, Curious, Collaborative, and Community Minded – which support our focus on sustainability, safety, diversity, equity and inclusion. Get to know us better by visiting GEI’s career sitehere .

GEI Total Rewards Package Includes

Physical Requirements

WORK ENVIRONMENT

Functional Demands : Sedentary

Light

Medium

Other

Activity Level Throughout Workday (check one per row)

Physical Activity Requirements

Occasional

(0-35% of day)

Frequent

(33-66% of day)

(67-100% of day)

Not Applicable

Standing

Walking

Climbing

Lifting (floor to waist level) (in pounds)

Lifting (waist level and above) (in pounds)

Carrying objects

Push / pull

Twisting

Reaching forward

Reaching overhead

Keyboard use / repetitive motion

Taste or smell (taste=never)

Talk or hear

Accurate 20 / 40

Very Accurate 20 / 20

Not Applicable

Near Vision

Far Vision

Yes

No

Not Applicable

Sensory Requirements

Minimal

Moderate

Accurate

Not Applicable

Depth perception

Hearing

Reasonably Anticipated

Not Anticipated

Chemical

Extreme temperatures

Radiation

Uneven surfaces or elevations

Dust / particulate matter

Other (exposure risks) :

10

12

Other work hours

GEI is an AA / equal opportunity employer, including disabled and veterans.

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