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Added 3 hours ago
Principal Embedded Software Firmware Engineer (35837)
Myticas Consulting
Ottawa, ON
Contract
Principal Embedded Software/Firmware Engineer
Added 3 hours ago
Casual Caretakers - St. Michael's School (Pincher Creek)
Holy Spirit Catholic School Division
Pincher, AB
Full-time
…Supervisor, and is assessed for performance by the Head Caretaker, Principal and Maintenance Supervisor. The Caretaker demonstrates a strong working knowledge of cleaning and general…
Added 8 hours ago
Electrical Safety & Energization Lead
Ziggurat Automation Inc.
Field, BC
Full-time
Direct access to the principal engineer who designed the protection system you are energizing
Added 9 hours ago
Principal Forward Deployed Engineer
''
Toronto, ON
Full-time · Other
Position Title: Principal Forward Deployed Engineer
Added 1 day ago
Solution Architect, Google Workspace & Gemini AI
Tundra Technical Solutions
Toronto, ON
$130,000 to $145,000 CAD / year
Full-time
Act as the principal designer and engineer for the Google Workspace tenant, ensuring organizational units (OUs), groups, and access controls are optimally structured for scale and security.
Added 1 month ago
Principal Software Engineer, Physics
Roblox
Vancouver, BC
At Roblox, we’re building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together,…
Added 7 days ago
Principal Engineer, Cyber Technology Operations SRE (Global Security)
RBC
Vancouver, BC · Toronto, ON
Full-time
…the need to move at a faster pace being more prevalent, the Principal Engineer, Cyber Technology Operations SRE will ensure that security technologies, services and controls are…
Added 6 days ago
Senior Controller Integration Engineering
General Motors
Markham, ON · Oshawa, ON
Full-time
We are seeking a senior engineer to join our Autonomous Vehicle Integrity Platform (AVIP) organization in a role that combines software triage and data analysis with cross-functional…
Added 2 days ago
Principal Databricks Data Engineer
Apptoza Inc.
Toronto, ON
Contract
…platforms5 years with Databricks Spark at scale Role Summary The Principal Databricks Data Engineer is a senior technical leader responsible for modernizing large scale finance and risk…
Added 3 days ago
Scrum Master
McKesson
Montreal, QC
Full-time
…Plateforme Patients Pharmacie B2C. Ce rôle agit à la fois comme principal facilitateur des équipes Agile et comme coordonnateur des mises en production, en veillant au respect des…
Added 2 days ago
Responsable de produit digital – Produit Digital de Service à la Clientèle / Digital Product Owner – Customer Service Digital Product
Pratt & Whitney
Longueuil, QC
Full-time
Être le point de contact principal pour colliger la rétroaction des usagers;
Added 2 days ago
Lead AI Platform Engineer | Digital-First Canadian Bank | Toronto Hybrid
Deep Native
Toronto, ON
Contract
We’re hiring a Lead AI Platform Engineer for a Canadian banking client with a strong digital focus. The role sits within AI Platform Operations and supports the administration, governance…
Added 3 days ago
PySpark / Databricks Developer (Junior to Intermediate)
Electric Mind
Toronto, ON
Full-time · Contract
…Databricks for a financial services / wealth management data platform. The platform ingests data from multiple source systems, transforms it through a medallion architecture (bronze →…
Added 3 days ago
Principal Software Engineer
EnerSys Delaware Inc.
Burnaby, BC
The Principal Software Engineering I role is responsible for the design, development, and support of supervisory, monitoring, and control software for Alpha Technologies' power conversion…
Added 2 days ago
Lead Software Engineer – AI, Data Visualization & Platform
Astucemedia
Montreal, QC
Full-time
As Lead Software Engineer – AI, Data Visualization & Platform, you will help bridge architectural vision, product innovation, advanced visualization, and day-to-day engineering execution.
Added 2 days ago
Ingénieur(e) de données principal(e) | Senior Data Engineer
ValPay
Montreal, QC · Saint-Laurent, QC
Full-time
As a Senior Data Engineer, you'll design, build and operate the data platform behind Valpay's analytics, reporting, product development and day-to-day operational decisions. Payments data…
Added 3 days ago
Responsable de produit digital – Produit Digital de Service à la Clientèle / Digital Product Owner – Customer Service Digital Product
RTX
Longueuil, QC
Full-time
Être le point de contact principal pour colliger la rétroaction des usagers;
Added 2 days ago
Ingénieur(e) de données principal(e) | Senior Data Engineer
Valsoft Corporation
Montreal, QC · Saint-Laurent, Quebec
Full-time
As a Senior Data Engineer, you'll design, build and operate the data platform behind Valpay's analytics, reporting, product development and day-to-day operational decisions. Payments data…
Added 12 days ago
Principal Product Applications Engineer
Astera Labs
Vancouver, BC
Full-time
…that connects GPUs, CPUs, and accelerators at rack scale. As a Principal Product Applications Engineer on the Scorpio team, you will be the technical face of our switching portfolio to the…
Added 3 days ago
Ingénieur logiciel principal / Senior Software Engineer
Trane Technologies
Montreal, QC
Full-time
Nous cherchons un Ingénieur logiciel principal pour joindre notre équipe du Cloud Building Management System (CBMS), avec un rôle axé sur la conception, le développement et la maintenance…
Added 4 days ago
Ingénieur logiciel principal / Senior Software Engineer
trane technologies
Montreal, QC
Full-time
Nous cherchons un Ingénieur logiciel principal pour joindre notre équipe du Cloud Building Management System (CBMS), avec un rôle axé sur la conception, le développement et la maintenance…
Added 7 days ago
Senior Machine Learning Engineer –AI & Agentic Systems
Project X
Toronto, ON
Full-time
…the Model Context Protocol (MCP), and sits between Senior and Principal level. There are no direct reports for this…
Added 4 days ago
Principal Technical Program Manager - FinOps
Lightspeed Commerce, Inc.
Remote, Canada
Full-time · Remote
We're looking for a Principal Technical Program Manager to join our Product & Technology Operations team and own how we manage, optimize, and scale cloud, vendor, and AI spend across the…
Added 4 days ago
Principal Technical Program Manager - FinOps
Lightspeed Commerce, Inc.
Remote, Canada
Full-time · Remote
We're looking for a Principal Technical Program Manager to join our Product & Technology Operations team and own how we manage, optimize, and scale cloud, vendor, and AI spend across the…
Added 28 days ago
Principal Software Engineer - Zynque
Fulfillment IQ
Toronto, ON
Full-time
Job Title: Principal Software Engineer - Zynque

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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