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Added 3 months ago
VG
Software Engineer - Team Lead (Forward Deployed)
Volaris Group
Mississauga, ON · Canada - Mississauga, ON
- Full-time
As a player/coach, you’re not expected to be great at everything, but you are expected to lead by example and be willing to roll up your sleeves when things get challenging. You’ll balance…
Added 2 months ago
AW
Senior Software Developer - Real-Time Processing Platform
Arctic Wolf
Waterloo, ON
- $75,000 to $246,000 CAD / year
- Full-time
At Arctic Wolf, you won’t just watch the cybersecurity industry evolve – you'll help lead the change. Our global Pack is made up of people who thrive on solving hard problems, moving fast,…
Added 3 months ago
Senior Technology Manager, Data Delivery
Equitable
Waterloo, ON
…are used by other platforms. The role will create and drive technical strategy and roadmaps for a set of technology assets within a technology…
Added 3 months ago
M
Senior Software Developer, API Platform
Miovision
Remote, Canada
- $150,000 to $170,000 CAD / year
- Full-time
- Remote
…ecosystem. We are looking for a Senior Software Developer to lead the technical execution of our unified API gateway; the high-speed express lane that powers everything from our web…
Added 4 months ago
JG
Workfusion RPA Developer
J&M Group
Toronto, Ontario
- Full-time
Utilize technical skills in WorkFusion, RPA principles, Git, cloud platforms, and optionally Java/J2EE and Selenium.
Added 4 months ago
TW
Project Infrastructure & MBSE Engineer - NETE
The Weir Group PLC
Dartmouth, Nova Scotia
- Full-time
The candidate will provide multi-disciplinary engineering and technical services related to the MBSE activities performed across the RCD Program, including interfacing the RCD MBSE…
Added 4 months ago
PI
Staff Software Developer
PENN Interactive
Canada
- Full-time
…to operate more efficiently and autonomously. Our engineers lead cross-team technical efforts for our customer-facing applications, driving solutions that span multiple systems and shape…
Added 3 months ago
S
Senior Backend & Infrastructure Engineer
Scispot
Canada
- Full-time
Build the technical backbone for labs that run themselves.
Added 5 months ago
AT
ead Full Stack Developer (C# / .NET Core / Azure)
Aarorn Technologies Inc
Toronto, Ontario
- Contract
Job Title: Lead Full Stack Developer (C# / .NET Core / Azure)
Added 2 months ago
IF
Principal, Policy Administration System (PAS) – Personal Lines
Intact FC
Montreal, QC
- Full-time
Our PAS is built in-house - a substantial Java platform with an Angular front end, integrated with a broad landscape of insurance systems. We are modernizing this mission-critical platform,…
Added 2 months ago
Senior Platform Engineer - AI Platforms & Deployment - Landmark
Halliburton
Calgary, AB
We are looking for the right people - people who want to innovate, achieve, grow and lead. We attract and retain the best talent by investing in our employees and empowering them to develop…
Added 2 months ago
Technical Lead Analyst - Billing & Pricing Platforms
Scotiabank
Toronto, ON
Hands-on technical expertise (e.g., Java/Spring Boot, databases) with the ability to guide and review engineering work.
Added 4 months ago
E
Staff Software Engineer
ecobee
Toronto, Ontario
- Full-time
Cross-team Collaboration: Facilitate and lead discussions across squads, ensuring inclusive decision-making processes and cross-functional buy-in on technical solutions and business…
Added 4 months ago
C
Senior Consultant, SailPoint ISC
Cyderes
Toronto, Ontario
- $130,000 to $150,000 CAD / year
- Full-time
The Senior Consultant, SailPoint, is a customer-facing consultant responsible for implementing the technical deployments of IAM solutions at Cyderes. They work on customer projects,…
Added 4 months ago
R
Technical Lead
RAVL
Toronto, Ontario
- Full-time
As a Technical Lead at RAVL, you’ll lead delivery tracks that bring modern engineering to life - guiding teams, defining technical direction, and ensuring every solution connects strategy…
Added 4 months ago
R
Principal Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
- Full-time
Architect and lead development of ML platforms on Azure Databricks
Added 4 months ago
AP
Director, Engineering
Accommodations Plus International
Markham, ON
- $190,000 to $200,000 CAD / year
We’re hiring an Engineering Director to lead a team of 10–20 engineers building scalable, production-grade systems. This is a newly created role reporting to the SVP of Engineering. It…
Added 4 months ago
AP
Observability Engineer
Accommodations Plus International
Markham, ON
- $90,000 to $110,000 CAD / year
As the technical owner, you will lead the evolution of the observability toolchain across Incident, Change, and Problem Management, ensuring availability SLAs are met for, cybersecurity…
Added 4 months ago
R
Senior Staff Software Engineer, Platform
Rippling
Toronto, ON
- $201,000 to $335,000 CAD / year
Lead large, cross-organizational initiatives that span multiple teams, products, and technical domains
Added 2 months ago
R
Senior Full-Stack Software Development Engineer
Remitly
Burnaby, BC
- Full-time
Lead technical design. Break down complex, ambiguous problems into well-sequenced, parallelizable work. Write clear technical specs, provide accurate estimates, and surface trade-offs so…
Added 2 months ago
Senior, Cloud Engineering
Scotiabank
Toronto, ON
Lead development of internal portals and dashboards that empower developer productivity.
Added 3 months ago
TH
Senior Backend Software Engineer
Top Hat
Remote, Canada
- Full-time
- Remote
…team. This is a great opportunity to drive force behind the technical excellence of our ecosystem. You will operate with a high degree of autonomy, leading the delivery of complex features…
Added 1 month ago
AC
Senior Web Back-End Developer
Air Canada Vacations
Montreal, QC · Greater Montreal Metropolitan Area
- Full-time
Lead back-end development with a strong focus on modern web technologies.
Added 5 months ago
K
Senior Algorithm Developer – Production Scheduling (Saas Supply Chain Platform)
Kinaxis
Canada
- Full-time
Lead or contribute to the design, implementation, and evolution of core scheduling logic in a
Added 3 months ago
C
Senior Software Developer (12 months)
CIRA
Ottawa, ON
- Temporary
…problems as a team and learning from your colleagues. Beyond your technical skills, you actively share your knowledge, mentor those around you and champion initiatives to improve our…

RAVL

Principal Platform Engineer, Machine Learning

Toronto, ON, Canada

The salary range for this role is $150,000-$190,000 CAD, reflecting expected base pay. · Full-time

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Job details

Pay: The salary range for this role is $150,000-$190,000 CAD, reflecting expected base pay.
Job type: Full-time
Posting language: English
Posted: Jun 12, 2026

Original job description

RAVL is a boutique technology advisory and engineering firm focused on the financial services industry. Everything we do is centered on helping our clients realize measurable ROI from their technology investments.

We’re growing our engineering team and hiring ML Platform Engineers to design and build scalable machine learning platforms across clients. This includes developing cloud-native ML infrastructure, enabling MLOps capabilities, and supporting end-to-end model lifecycle management in enterprise environments.

These roles include both immediate project needs and pipeline hiring for upcoming engagements, with a focus on building reliable, production-grade ML systems at scale.

What does success look like in this role?

Architect and lead development of ML platforms on Azure Databricks
Design systems for training, feature engineering, model serving, and monitoring
Build and standardize MLOps pipelines (CI/CD for ML, model versioning, deployment workflows)
Extend Databricks with custom services, APIs, and integrations
Integrate with enterprise systems (IAM, secrets, observability, governance)
Optimize performance, scalability, and cost efficiency of ML workloads
Define platform standards and engineering best practices
Mentor engineers and guide technical direction

Great, do my skills fit?

Deep experience building ML or data platforms at scale
Strong expertise with Azure + Databricks (Spark, MLflow, jobs, clusters)
Experience with MLOps tooling and model lifecycle management
Strong backend engineering (Python/Scala/Java)
Experience with distributed systems and data processing
Familiarity with enterprise integrations (identity, security, observability)

Nice To Have Skills

Kubernetes and containerized ML workloads
Feature stores and real-time inference systems

Mindset Traits

Platform-first and systems-oriented
Strong ownership and technical leadership
Pragmatic with a focus on scalability

Why work at RAVL?

Flexible, client-aligned work model - autonomy with accountability, adapting to client delivery needs
Variable bonus & RRSP contributions tied to performance and delivery impact
4 weeks paid time off (plus public holidays)
Paid professional development days and continuous learning opportunities
Comprehensive health & dental coverage, including mental health support
Commitment to lifelong learning - continuous improvement through training, mentorship, and certification

Compensation & Hiring Process

We are recruiting for a future opportunity. The salary range for this role is $150,000-$190,000 CAD, reflecting expected base pay. Total compensation may also include additional pay such as bonuses or incentives, depending on the position, and final offers are based on experience, skills, and qualifications. As part of our hiring process we may use technology, including AI-based tools, to help summarize and assess applications; these tools assist our team and do not replace human review or decision-making.

Equal Opportunity & Accessibility

RAVL is an equal opportunity employer committed to building a diverse, inclusive, and accessible workplace. We welcome applications from all qualified individuals and provide accommodations throughout the hiring process upon request.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

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More about this job

Responsibilities

Architect and lead the development of machine learning platforms on Azure Databricks, focusing on building reliable, production-grade ML systems at scale. Responsibilities include designing systems for training, feature engineering, model serving, and monitoring, as well as optimizing performance and scalability of ML workloads.

Requirements

Candidates should have deep experience building ML or data platforms at scale, with strong expertise in Azure and Databricks. Familiarity with MLOps tooling, backend engineering, and enterprise integrations is also required.

Skills

Machine Learning
Azure
Databricks
MLOps
Python
Scala
Java
Distributed Systems
Data Processing
Enterprise Integrations
Kubernetes
Containerized Workloads
Feature Stores
Real-Time Inference Systems

Benefits

Paid Time Off
Health & Dental Coverage
Mental Health Support
Professional Development Days
Variable Bonus
RRSP Contributions

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Azure
Databricks
MLOps
Python
Scala
Java
Distributed Systems
Data Processing
Enterprise Integrations
Kubernetes
Containerization
Feature Stores
Real-Time Inference
Cloud-Native
Infrastructure
Model Lifecycle Management
CI/CD
Model Versioning
Deployment Workflows
Observability
Governance
Performance Optimization
Scalability
Cost Efficiency
Technical Leadership
Mentorship
Engineering Best Practices
ROI
Financial Services

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