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Added 1 month ago
E
Senior Software Engineer
ecobee
Toronto, ON
- Full-time
We also use Java, Python, and JavaScript, and value choosing the right tool for the job.
Added 5 months ago
HC
Co-op Engineer - Compiler
Huawei Canada
Markham, Ontario
- Full-time
Proficiency programming in at least one of the following: C++, C, or Java.
Added 4 months ago
D
Software Developer - New Graduate
D2L
Kitchener, Ontario
- Full-time
…development, user interfaces, mobile and cloud computing. As a developer, you will help make dreams a…
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 1 month ago
Senior Software Engineer / Software Developer (React Native)
PlayStation Global
Waterloo, ON
We are seeking a Senior Software Engineer / Software Developer specializing in React Native and high-performance frontend development for mobile platforms. In this role, you will define the…
Added 2 months ago
E
Software Engineer, AI Document Generation
EvenUp
Remote, Canada
- Full-time
- Remote
Strong software development experience, with hands-on expertise in Python or languages such as Go, Java, Node.js, or C++.
Added 1 month ago
IF
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
Added 1 month ago
Junior Software Engineer
Scotiabank
Toronto, ON
Familiarity with at least one programming language such as Java, JavaScript, Python
Added 1 month ago
Technical Lead Analyst - Billing & Pricing Platforms
Scotiabank
Toronto, ON
Hands-on technical expertise (e.g., Java/Spring Boot, databases) with the ability to guide and review engineering work.
Added 1 month ago
Quality Engineer
Scotiabank
Toronto, ON
Proficiency in programming/scripting languages (e.g. Java, Python or web-based technologies)
Added 1 month ago
V
Guidewire Solution Architect
VySystems
Canada
- Full-time
Added 1 month ago
IE
Senior and Staff Software Engineers (Product Engineering) - Multiple Roles
Index Exchange
Toronto, ON
- Full-time
Strong software engineering skills, including proficiency in programming languages such as Golang, Java, C#, Typescript (React)
Added 1 month ago
G
Senior Airborne Platform Automation Test Engineer III
Gogo
Ottawa, ON
- Full-time
Fluency in at least one high-level, object-oriented, general-purpose programming language. Python and Java preferred
Added 5 months ago
HC
Co-op Engineer-Mobile AI
Huawei Canada
Markham, Ontario
- Full-time
Proficient in at least one of the following programming languages: C/C++, Python, Typescript, or Java
Added 4 months ago
B
Senior Software Engineer (Vancouver Hybrid)
Boomi
Vancouver, British Columbia
- Full-time
5+ years hands-on experience with Java, Advanced Java, JUnit, CI/CD, and Source Control Systems
Added 4 months ago
R
Founding Software Engineer
Residen
Toronto, Ontario
- $110,000 to $130,000 CAD / year
- Full-time
Backend: REST APIs in Java/Spring Boot, plus the integrations that power the core product.
Added 4 months ago
WI
AWIPS Application Developer
WSP in Canada
Ottawa, Ontario
- Full-time
This is a deeply technical, hands‑on development role focused on Python and Java, production‑grade cloud environments, and complex data systems. You’ll also play a key role in reducing…
Added 4 months ago
E
Staff Software Engineer
ecobee
Toronto, Ontario
- Full-time
Proficiency in multiple programming languages and frameworks including Go, Java, TypeScript, C++, Python, etc.
Added 4 months ago
C
Senior Consultant, SailPoint ISC
Cyderes
Toronto, Ontario
- $130,000 to $150,000 CAD / year
- Full-time
Experience with Java or Bean Shell and PowerShell
Added 4 months ago
R
Technical Lead
RAVL
Toronto, Ontario
- Full-time
Programming Languages: Proficiency in one or more of Java, C#, Go, Python, or TypeScript
Added 4 months ago
R
Principal Platform Engineer, Machine Learning
RAVL
Toronto, Ontario
- Full-time
Strong backend engineering (Python/Scala/Java)
Added 4 months ago
R
Data Engineer
RAVL
Toronto, Ontario
- Full-time
roficiency in SQL and one or more programming languages (Python, Java, or Scala)
Added 4 months ago
R
Software Engineer
RAVL
Toronto, Ontario
- Full-time
Architect and implement systems using modern languages and frameworks (e.g., Java, Node.js, .NET, Go, Python)
Added 4 months ago
AP
Director, Engineering
Accommodations Plus International
Markham, ON
- $190,000 to $200,000 CAD / year
Deep technical background in Java and Angular (or a comparable modern frontend framework such as React or Vue)

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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