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Added 1 month ago
Senior MLOps Engineer | Ingénieur·e MLOps senior
Jesta I.S.
Montreal, QC
Full-time
We are looking for a Senior MLOps Engineer to design, build, and maintain the data and machine learning pipelines that power our AI and analytics platforms.
Added 1 month ago
Principal Cloud Security Engineer
BMO
Toronto, ON · BMOPLACE
Full-time
We are seeking an enthusiastic and passionate professional for a Senior Cloud, AI & Data Security Engineer role who wants to design and implement security solutions for systems and services…
Added 1 month ago
Data Solutions Architect
Allied
Toronto, ON
Full-time
Reporting to the Senior Manager, Data Strategy and Transformation, you will collaborate with Technology, Finance, Leasing, Portfolio Operations, Property Management, and other business…
Added 1 month ago
Senior Machine Learning Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
Full-time
Thomson Reuters is seeking a Senior Machine Learning Engineer who will create the machine learning solutions development and technical implementation including configuration and integration…
Added 1 month ago
Staff Engineer, Computer Vision
Stryker
Burnaby, BC
$105,300 to $140,450 CAD / year
Full-time
We are seeking a Staff Computer Vision Engineer to provide technical guidance and contribute to the design and development of advanced computer vision and machine learning technologies. In…
Added 2 months ago
Machine Learning Engineer - (Computer Vision)
Jumio Corporation
Montreal, QC
Full-time
We’re looking for a Staff/Senior Machine Learning Engineer with deep expertise in computer vision and biometrics to lead the design and scaling of face recognition systems in production.…
Added 1 month ago
Sr. Software Engineer (AI/ML)
Blackpoint Cyber
Remote, Canada
$150,000 to $180,000 CAD / year
Full-time · Remote
…AI/ML to accelerate Blackpoint Cyber's ML/AI capability. As a Senior Software Engineer on this team, you'll own back-end systems and data/ML pipelines end-to-end, work cross-functionally…
Added 18 days ago
AI and Data - Manager - AI Engineer
EY
Toronto, ON
Leverage machine learning/deep learning algorithms and foundational statistical concepts to solve real-world AI/ML problems at scale
Added 2 months ago
Data Scientist / Senior Data Scientist - Sports Modeling & Live Betting
Kero Sports
Remote, Canada
$100,000 to $160,000 USD / year
Full-time · Remote
5+ years of applied data science, machine learning, quantitative modeling, or similar experience.
Added 2 months ago
Software Engineer - Enterprise Platform
Baseten
Montreal, Quebec
$165,000 to $330,000 USD / year
Full-time
As a Senior Enterprise Platform Engineer at Baseten, you'll architect and lead development of infrastructure and platform features for our enterprise customers and cloud partners. This…
Added 2 months ago
Machine Learning Engineer 3D Geometry & Multimodal AI Toronto, Canada
Autodesk
Canada
Full-time
We are seeking a Senior Machine Learning Engineer to design, develop, and deploy machine learning solutions for next-generation AI-powered capabilities within Autodesk products. The ideal…
Added 2 months ago
Machine Learning Engineer 3D Geometry & Multimodal AI Toronto, Canada
Autodesk
Toronto, Ontario
Full-time
We are seeking a Senior Machine Learning Engineer to design, develop, and deploy machine learning solutions for next-generation AI-powered capabilities within Autodesk products. The ideal…
Added 2 months ago
Senior AI Engineer, IT Solutions 1
Celestica
Toronto, Ontario
Full-time
We are seeking a highly motivated and technically proficient AI Engineer to join our growing Data & Analytics team. In this role, you will be a key liaison between business stakeholders and…
Added 1 month ago
Senior Software Engineer, Machine Learning
hive.co
Remote, Canada
Full-time · Remote
As a Senior Data Engineer, you’ll play a vital role in evolving our data platform, which directly determines what our customers can do, how fast our product moves, and how confidently…
Added 3 months ago
Senior Machine Learning Engineer
Skip
Edmonton, Alberta
Full-time
As a Senior ML Engineer you will take a leadership role in shaping the strategic direction of our machine learning infrastructure, proactively identifying opportunities for innovation and…
Added 1 month ago
Lead, AI/Machine Learning Engineer
OMERS
Toronto, ON · Head Office Toronto
Full-time
The Lead, AI/Machine Learning Engineer will join the AI Delivery and Innovation team within the Platform Engineering, AI and Advanced Analytics department. This team acts as a central hub…
Added 1 month ago
Senior Machine Learning Engineer
Vancity
Vancouver, BC
Full-time
As a Senior Machine Learning Engineer, you will join our Data Science & AI Pod, focused on designing, building, and deploying enterprise-wide AI and machine learning solutions that support…
Added 1 month ago
Senior AI Engineer - Tangerine
Scotiabank
Toronto, ON
The Senior AI Engineer is responsible for the engineering execution and delivery of technology solutions that support Tangerine’s AI platform. This role ensures the timely delivery,…
Added 3 months ago
Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
Full-time
We’re hiring Senior ML Platform Engineers (Contract) to contribute to building and scaling machine learning platforms across a range of client engagements. This work includes developing ML…
Added 1 month ago
AI Evaluation Engineer
Zafin
Toronto, ON
Typically 3–10+ years of relevant experience in software quality engineering, AI evaluation, AI quality engineering, machine learning evaluation, software testing, or related disciplines.
Added 3 months ago
Senior Data Engineer I - QuantumBlack, AI by McKinsey
QuantumBlack, AI by McKinsey
Toronto, Ontario
Full-time
You will own and deliver technical workstreams, designing machine learning, agentic, and autonomous AI systems. You'll lead the integration of machine learning, Generative AI capabilities…
Added 1 month ago
Senior Machine Learning Engineer
Fitch Group
Toronto, ON
Senior Machine Learning Engineer – AI Innovation Teams
Added 10 days ago
Senior Machine Learning / AI Engineer
INETCO Systems Ltd.
Vancouver, BC
Full-time
We are looking for a Senior Machine Learning / AI Engineer to help design, build, test and deploy machine learning and AI-based systems for our BullzAI product line.
Added 2 months ago
Senior ML Research Engineer, Virtual Cell
SandboxAQ
Remote, Canada
$125,800 to $222,000 CAD / year
Full-time · Remote
As a Machine Learning Engineer on AQCell, you will build and maintain the models and data infrastructure that power this pipeline. You will work across large, heterogeneous transcriptomic…
Added 1 month ago
Senior Staff Machine Learning Platform Engineer
Faire
Kitchener, ON · Toronto, ON
As the Senior Staff Machine Learning Platform Engineer, you will own the technical vision and evolution of Faire’s ML platform. You will set standards, influence org-wide architecture, and…

RAVL

Platform Engineer, Machine Learning

Toronto, ON, Canada

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 hiring Senior ML Platform Engineers (Contract) to contribute to building and scaling machine learning platforms across a range of client engagements. This work includes developing ML pipelines, extending platform capabilities, and supporting MLOps workflows in cloud environments.

These roles support both active delivery and upcoming opportunities, offering the chance to work on modern, production-grade ML systems.

What does success look like in this role?

Build and extend ML platform components on Databricks
Develop ML pipelines for training, deployment, and monitoring
Implement reusable workflows aligned with platform architecture
Integrate with enterprise tooling and services
Support performance, reliability, and observability

Great, do my skills fit?

Strong Databricks and Spark experience
Experience building ML pipelines and workflows
Proficiency in Python
Cloud experience (Azure preferred)
Familiarity with CI/CD and automation

Nice To Have Skills

MLflow or similar tools
Enterprise integration experience

Mindset Traits

Strong builder and problem solver
Detail-oriented and delivery-focused
Collaborative

Why join 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 current opportunity. 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

The role involves building and extending machine learning platform components on Databricks and developing ML pipelines for training, deployment, and monitoring. Additionally, it includes implementing reusable workflows and integrating with enterprise tooling and services.

Requirements

Candidates should have strong experience with Databricks and Spark, as well as proficiency in building ML pipelines and workflows. Familiarity with cloud environments, particularly Azure, and CI/CD practices is also required.

Skills

Databricks
Spark
ML Pipelines
Python
Cloud
CI/CD
Automation
MLflow
Enterprise Integration

Benefits

Flexible Work Model
Variable Bonus
RRSP Contributions
Paid Time Off
Comprehensive Health Coverage
Dental Coverage
Mental Health Support

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
ML Pipelines
MLOps
Cloud
Databricks
Spark
Python
CI/CD
Automation
MLflow
Enterprise Integration
Performance
Reliability
Observability
Technology Advisory
Engineering
Financial Services

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