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Added 1 month ago
Senior Technology Manager, Data Delivery
Equitable
Waterloo, ON
Lead solution Development or Service practices and processes by enabling the team to deliver high quality solutions in a sustainable and optimized manner.
Added 1 month ago
Senior Software Developer, API Platform
Miovision
Remote, Canada
$150,000 to $170,000 CAD / year
Full-time · Remote
…entire product 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…
Added 3 months ago
Workfusion RPA Developer
J&M Group
Toronto, Ontario
Full-time
Lead and implement Workfusion SPA solutions (version 10.x) for automation projects.
Added 3 months ago
Project Infrastructure & MBSE Engineer - NETE
The Weir Group PLC
Dartmouth, Nova Scotia
Full-time
Desirable: Experience developing, testing, and deploying scripts using Java or other Object Oriented Languages.
Added 3 months ago
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 2 months ago
Senior Backend & Infrastructure Engineer
Scispot
Canada
Full-time
Build and evolve backend services in Python and FastAPI, Java and Spring Boot, or closely related frameworks.
Added 3 months ago
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 1 month ago
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 1 month 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 1 month ago
Technical Lead Analyst - Billing & Pricing Platforms
Scotiabank
Toronto, ON
Lead a cross-functional team (engineering + QA), driving execution, accountability, and high-quality delivery.
Added 1 month ago
Staff AI Security Researcher (Global Security)
RBC
Toronto, ON
Full-time
RBC is seeking a Staff AI Security Researcher (Global Security) to lead threat research and vulnerability assessment in AI/ML security, a critical and rapidly evolving domain for financial…
Added 3 months ago
Software Developer
Ascend FS
Toronto, Ontario
Full-time
We are looking for a talented Full Stack Software Developer proficient in modern .NET technologies (at least .NET 5) and experienced in Linux environments. This hybrid role, based in…
Added 3 months ago
Staff Software Engineer
ecobee
Toronto, Ontario
Full-time
Code Quality & Debugging: Consistently deliver high-quality, maintainable code. Lead by example in debugging tough, stack-wide issues, finding root causes, and implementing effective…
Added 3 months ago
Senior Consultant, SailPoint ISC
Cyderes
Toronto, Ontario
$130,000 to $150,000 CAD / year
Full-time
…They work on customer projects, directly with the Engagement Lead and Project Manager to provide outstanding solutions. They maintain a high quality of work and delight our clients. The IAM…
Added 3 months ago
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 3 months ago
Principal Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
Full-time
Architect and lead development of ML platforms on Azure Databricks
Added 3 months ago
Principal Architect
Accommodations Plus International
Markham, ON
…blueprint for our core systems - cloud-native services on AWS, Java backends, Angular front-ends, and data layers (Postgres/Oracle). You create the patterns teams reach for because they're…
Added 3 months ago
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 3 months ago
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 3 months ago
Senior Staff Software Engineer, Platform
Rippling
Toronto, ON
$201,000 to $335,000 CAD / year
…event-driven dependency graph, workflow engine, search capabilities, developer ecosystem, and Rippling Query Language…
Added 22 days ago
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 1 month ago
Senior, Cloud Engineering
Scotiabank
Toronto, ON
Lead development of internal portals and dashboards that empower developer productivity.
Added 2 months ago
Senior Backend Software Engineer
Top Hat
Remote, Canada
Full-time · Remote
…for an engineer who is not only a master of their craft in Java and Spring Boot but also a dedicated mentor and a proactive…
Added 9 days ago
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 9 days ago
Java Solutions Architect
Wipro
Toronto, ON
Full-time
As a Java Solutions Architect at Wipro Solution Canada Ltd, you will play a critical role in designing and delivering advanced software solutions within the Capital Markets sector. This…

RAVL

Principal Platform Engineer, Machine Learning

Toronto, ON, Canada

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

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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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