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Added 5 months ago
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Service Advisor | Downtown Chrysler Dodge Jeep Ram Fiat
DAG | Downtown AutoGroup
Toronto, Ontario
- Full-time
…Downtown AutoGroup (DAG), we're not just servicing cars. We're engineering trust, crafting reliability, and revolutionizing the automotive service experience. We're a community of skilled…
Added 5 months ago
PC
Hardware Designer
Powerhouse Controls Ltd
Cambridge, Ontario
- Full-time
…panel layouts, in addition to mentoring junior members of the engineering team. The hardware designer will also be involved in the development of EPLAN/AutoCAD electrical drawing standards…
Added 5 months ago
PC
Industrial Automation Support Specialist - NEXIA
Powerhouse Controls Ltd
Cambridge, Ontario
- Full-time
Since 1992, Powerhouse Controls has been on a mission to be recognized as a world-class, single-source drive and automation systems integration supplier.
Added 5 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 5 months ago
MA
CIVIL TECHNOLOGIST – INTERMEDIATE
MPE a division of Englobe
Grande Prairie, Alberta
- Full-time
Diploma in Civil Engineering Technology from an accredited institution
Added 5 months ago
MA
CIVIL ENGINEER – INTERMEDIATE
MPE a division of Englobe
Grande Prairie, Alberta
- Full-time
B.Sc. in Civil Engineering and eligibility for professional membership with APEGA
Added 5 months ago
CM
Mechanical Engineering Lead, Capital Projects
Cyclic Materials
Toronto, Ontario
- Full-time
The successful candidate will provide technical leadership across mechanical systems including rotating equipment, static equipment, piping, material handling systems, utilities, package…
Added 5 months ago
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Principal Process Engineer (Minerals/Plant Design)
Lycopodium
Vancouver, British Columbia
- Full-time
…Peru, Lycopodium proudly delivers high quality professional engineering and project delivery services globally, across the resources, infrastructure and industrial processes sectors. By…
Added 5 months ago
R
Senior Electrical Engineer - Global Energy Services
Rimkus
Vancouver, British Columbia
- Full-time
Must have knowledge of a variety of computer software applications including computer assisted engineering and design software
Added 5 months ago
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Principal Electrical Engineer - Global Energy Services
Rimkus
Vancouver, British Columbia
- Full-time
Must have knowledge of a variety of computer software applications including computer assisted engineering and design software
Added 5 months ago
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KPE - Mechanical Engineer
Kiewit
Calgary, Alberta
- Full-time
Home District/Group: Kiewit Power Engineering
Added 5 months ago
CC
Engineer
CFM Custom Fabricators & Machinists Ltd.
Saint John, New Brunswick
- Full-time
…equipment, engineered lifting devices, and related industrial systems. This role provides technical expertise in the inspection, certification, repair, and engineering support of a diverse…
Added 5 months ago
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Solutions Architect
RAVL
Toronto, Ontario
- Full-time
…and practical. You’ll work closely with client stakeholders, engineering teams, and product leaders to translate vision into working systems that deliver visible business…
Added 5 months ago
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Senior Platform Engineer, AI
RAVL
Toronto, Ontario
- Full-time
We’re growing our engineering team and hiring AI Platform Engineers to build next-generation AI systems across clients. This includes developing GenAI platforms, enabling agent-based…
Added 5 months ago
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Senior Wind & Fluid Mechanics Engineer
Arup
Ontario · Ontario, Canada
- Full-time
…contributing to high-impact projects spanning microclimate and wind engineering. This role offers the opportunity to influence design decisions on some of Arup’s most technically…
Added 5 months ago
R
Principal Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
- Full-time
Design systems for training, feature engineering, model serving, and monitoring
Added 5 months ago
R
Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
- Full-time
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…
Added 5 months ago
BS
Project Manager - Automation
Brock Solutions
Waterloo, Ontario · Greater Kitchener-Cambridge-Waterloo Metropolitan Area
- Full-time
College diploma or University degree in relevant field of study (Electrical Engineering, Mechatronics, Systems Design, Automation, Industrial Engineering or related fields)
Added 5 months ago
IL
Computer Systems Professional
Immiland Law
Quebec, Quebec
- Full-time
Immiland Canada is actively seeking a qualified IT Technician for the installation, maintenance, and repair of high-quality computers, networks, and information systems.
Added 5 months ago
IL
Mechanical Engineering Technician
Immiland Law
Quebec, Quebec
- $43,000 to $46,000 CAD / year
- Full-time
Are you a skilled Mechanical Engineering Technician with a passion for the design, development, maintenance, and testing of machines, components, tools, heating and ventilating systems,…
Added 5 months ago
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Senior Business Systems Analyst
RAVL
Toronto, Ontario
- Full-time
As a Business Systems Analyst in our Delivery guild, you’ll play a critical role at the intersection of business and technology. This role is more technical in nature, working closely with…
Added 5 months ago
R
Data Engineer
RAVL
Toronto, Ontario
- Full-time
…learning. You’ll work across cloud environments, designing data systems that are resilient, secure, and built for…
Added 5 months ago
R
Software Engineer
RAVL
Toronto, Ontario
- Full-time
…high-performance services that form the backbone of modern digital systems. You’ll bring curiosity, craftsmanship, and a delivery-first mindset - shaping APIs, integrations, and distributed…
Added 5 months ago
TH
ADAS Test Driver
TSMG Holding
Toronto, Ontario
- Full-time
Must have strong vision, including close vision, distance vision, peripheral vision, depth perception, and the ability to adjust focus
Added 5 months ago
A
Senior Software Engineer, CMS (Auto Repossession & Remarketing)
AutoScout24
Toronto, Ontario
- Full-time
We’re looking for a Senior Software Engineer who takes end-to-end ownership, thrives in ambiguity, and wants to build systems that matter. This role is central to rethinking and rebuilding…

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

Apply on LinkedIn About employer

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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.

Apply on LinkedIn About employer

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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Work requirements

Jobs in Canada