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Added 1 month ago
SI
C++ Senior R&D Engineer
Synopsys Inc
Vancouver, BC
- Full-time
…Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software…
Added 1 month ago
A
Silicon Design Engineer - Technical Lead
AMD
Markham, ON
- $155,200 to $232,800 CAD / year
- Full-time
Experience with scripting/automation languages like Python/Perl
Added 1 month ago
RE
Tools Developer (Apex Legends)
Respawn Entertainment
Vancouver, BC · Greater Vancouver Metropolitan Area
- Full-time
create groundbreaking games with some of the best developer talent in the industry.
Added 5 months ago
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Technical Expert, Engineering - Aircraft Loads
Bombardier
Dorval, Quebec
- Full-time
Act as an Aircraft Loads Applications Lead: elaborate mid to long term plans and coordinate their execution by supporting and providing technical leadership, mentoring, and training to a…
Added 4 months ago
P
Data Engineer
PartsAvatar.ca
Montreal, Quebec
- Full-time
We are seeking a Python-focused Data Engineer to bridge the gap between data infrastructure and data science. In this role, you will lead the standardization and optimization of our data…
Added 4 months ago
A
Marketing Growth Strategy & Analytics (Bangkok-based, relocation provided)
Agoda
Toronto, Ontario
- Full-time
…execution. You'll translate business goals into structured plans, lead cross-functional programs, and use data and experimentation to unlock growth. This role sits at the center of key…
Added 5 months ago
A
Email & DLP Security Specialist
Aylo
Montreal, Quebec
- Full-time
We’re seeking a motivated, senior-level security professional to lead our Email & Collaboration Security program. Reporting to the Infrastructure Security Manager, this individual…
Added 4 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
Visualization Engineer - 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
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
CG
Senior V&V Test Engineer - Autonomous Vehicles
CS GROUP - Canada
Montreal, QC
- Full-time
Programming and test automation experience using Python and C++.
Added 1 month ago
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Engineering New Graduate - Engineering Career Acceleration Program (ECAP) - Toronto
Bombardier
Mississauga, ON
- Volunteer
Lead a project from start to finish, interact with Bombardier’s suppliers, and integrate multi-disciplinary teams of passionate professionals. Develop project management skills by managing…
Added 1 month ago
B
Engineering New Graduate - Engineering Career Acceleration Program (ECAP) - Montréal
Bombardier
Montreal, QC
- Volunteer
Lead a project from start to finish, interact with Bombardier’s suppliers, and integrate multi-disciplinary teams of passionate professionals. Develop project management skills by managing…
Added 1 month ago
PO
Head of Space AI
Player One Space
Remote, Canada
- $160,000 to $200,000 CAD / year
- Full-time
- Remote
Spacecraft are resource-constrained environments. You will lead model compression, hardware-aware inference, ONNX/TensorRT deployment, GPU and accelerator integration, and real-time…
Added 5 months ago
A
NPI-LCE Test Engineer, Sr.
Adtran
Ottawa, Ontario
- Full-time
Must have experience with Python scripting, coding in VC++ or C#
Added 4 months ago
E
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 4 months ago
AC
Manager, Applications Engineering
Avidbots Corp.
Kitchener, Ontario
- Full-time
Avidbots is seeking a passionate, self-driven Manager, Applications Engineering to lead our Applications Engineering team. The ideal candidate is an experienced engineering leader with a…
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
A
Senior Wind & Fluid Mechanics Engineer
Arup
Ontario · Ontario, Canada
- Full-time
You will lead the delivery of complex wind analyses, working across a diverse portfolio of projects from early concept through to detailed design. The candidate will act as a technical…
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
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
Plasma Diagnostics Scientist
Type One Energy
Vancouver, BC
Lead the conceptualization, design, construction, and deployment of a subset of plasma diagnostics such as probes, magnetics, microwaves, infrared, spectroscopy, lasers, optical, x-ray,…
Added 3 months ago
D
Senior Benchmarking Researcher [551]
D-Wave
Burnaby, BC
- $140,000 to $170,000 CAD / year
…Algorithms, Performance, and Tools team. In this role, you will lead research and development efforts within the Hybrid Development Program, focusing on algorithmic improvements and system…
Added 3 months ago
Cryogenic RF Engineer (Intermediate or Senior) [571]
D-Wave
Burnaby, BC
Programming experience (Python, Julia, C/C++, or similar).
Added 3 months ago
DevOps Lead
Web Hosting Canada (WHC)
Montreal, QC
WHC is looking for a hands-on, technically deep DevOps Lead to own the performance, reliability, and operational health of our server fleet. Reporting to the Director of Technology, you’ll…

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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