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Added 4 months ago
OI
Network Engineer
Orion Innovation
Mississauga, Ontario
- Full-time
The Senior Network Engineer is responsible for the design, implementation, and support of complex network infrastructure. This role requires deep technical expertise, strong problem-solving…
Added 4 months ago
R
Senior Platform Engineer, AI
RAVL
Toronto, Ontario
- Full-time
Strong backend engineering (Python/TypeScript/Go)
Added 4 months ago
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Senior Wind & Fluid Mechanics Engineer
Arup
Ontario · Ontario, Canada
- Full-time
As a Senior Wind and Fluid Mechanics Engineer, you will play a key role in delivering and leading complex technical work within a multidisciplinary environment. Based in Toronto, you will…
Added 4 months ago
R
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 4 months ago
AP
Observability Engineer
Accommodations Plus International
Markham, ON
- $90,000 to $110,000 CAD / year
This senior role owns the design, integration, and administration of the AWS cloud-based applications and infrastructure observability toolchain, Datadog, JIRA Service Management (JSM), and…
Added 3 months ago
Cryogenic RF Engineer (Intermediate or Senior) [571]
D-Wave
Burnaby, BC
Depending on your experience and demonstrated expertise, you will contribute as either an Intermediate or Senior Engineer. The successful candidate will be hired at the level that best…
Added 4 months ago
R
Senior Staff Software Engineer, Platform
Rippling
Toronto, ON
- $201,000 to $335,000 CAD / year
We're hiring a Senior Staff Engineer to help define the future of Rippling's core platform and AI infrastructure. This is a rare opportunity to work on foundational systems that sit at the…
Added 5 months ago
Head, Propulsion
Canada Rocket Company
Toronto, ON
…demonstrated leader, strategic manager, technically proficient engineer you will guide the team through design, development, operation, and reuse of propulsion and stage fluid…
Added 2 months ago
R
Senior Full-Stack Software Development Engineer
Remitly
Burnaby, BC
- Full-time
As a Senior Full-Stack Software Development Engineer, you will own meaningful features end-to-end - from technical design through production - partnering closely with product, design, and…
Added 2 months ago
Senior Associate Engineer, Security Platforms Engineering Support
Scotiabank
Toronto, ON
5 years of experience working with Linux, Shell, Python, SQL, Ansible, etc
Added 1 month ago
MC
Senior Embedded Software Firmware Engineer (35835)
Myticas Consulting
Ottawa, ON
- Contract
We are seeking a Senior Embedded Software/Firmware Engineer to develop and test next-generation firmware for advanced embedded optical systems. This is a one-year contract based in Ottawa,…
Added 4 months ago
AL
Forward Deployed AI Engineer
Arkanis Labs
Remote, Canada
- $120,000 to $200,000 CAD / year
- Full-time
- Remote
…in when they have a real engineering problem and not enough senior bandwidth to solve it well: data infrastructure that's buckling, an LLM feature that breaks the moment real users touch…
Added 4 months ago
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Apps Development Sr Manager - Vice President
Citi
Mississauga, Ontario
- Full-time
The Senior DevOps Engineer must be an experienced hands-on engineer passionate about solving complex infrastructure and automation challenges.
Added 4 months ago
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Senior Data Engineer
BrainStation
Toronto, Ontario
- $120,000 to $145,000 USD / year
- Full-time
As a Senior Data Engineer you’ll be tasked with designing, building, and maintaining scalable data platforms and pipelines. Your deep knowledge of data platforms such as Azure Fabric,…
Added 5 months ago
I
Senior Firmware Applications Engineer
indie.inc
Toronto, Ontario
- Full-time
The Senior Firmware Applications Engineer is responsible for designing and developing camera, vision and imaging applications using indie’s Camera Video Processor product lines. You will…
Added 3 months ago
S
Senior DevOps Engineer
ShyftLabs
Toronto, ON
- Full-time
We're looking for a Senior DevOps Engineer who is deeply hands-on and ready to lead from the front. You'll own complex infrastructure across multiple internal projects, set the technical…
Added 3 months ago
R
Senior Data Engineer
Relay
Remote, Canada
- Full-time
- Remote
We’re looking for a Senior Data Engineer to help us scale our data ecosystem as Relay enters an exciting new chapter of growth. This is a unique opportunity to be responsible for key…
Added 1 month ago
D
Data Engineer
Dexian
Toronto, ON · Greater Toronto Area, Canada
- Contract
Senior Power BI Developer / Data engineer – Capital & Risk Reporting
Added 1 month ago
S
Full Stack Developer - Product Engineering
Showpass
Calgary, AB
- Full-time
Level: Intermediate to Senior, based on experience. We are currently looking to fill multiple positions within this role.
Added 1 month ago
KG
Traffic Engineering Lead
KGS Group
Winnipeg, MB
- Full-time
KGS Group is seeking a Traffic Engineering Lead to help shape the future of mobility in Manitoba and beyond. In this senior role, you’ll guide complex transportation projects, mentor a…
Added 3 months ago
T
Senior Product Engineer
Ture
Toronto, ON
- Full-time
We are looking for a Senior Product Engineer who can take meaningful product problems from early definition through production.
Added 4 months ago
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Vision / Robotics Engineer
Loombotic
Toronto, ON
- Full-time
$135k-$185k base + meaningful early-stage equity, 0.25% to 0.75% (most offers 0.3-0.5%; 0.6-0.75% for an early senior or lead), 4-year vest, 1-year cliff. Typical hire $145-160k; $170-185k…
Added 2 months ago
S
Senior Full-Stack Engineer
SweetTech
Montreal, QC
- Full-time
We are a seed-stage company (SOC 2 Type II) with a small, senior engineering team. This role is based in our Montreal office.
Added 2 months ago
M
Senior Security Engineer - Vulnerability & Data/SaaS Security
Marqeta
Remote, Canada
- Full-time
- Remote
The Senior Security Engineer owns the day-to-day operation, integration, and continuous improvement of Marqeta's vulnerability management, cloud security posture, and data/SaaS security…
Added 2 months ago
VR
Forward Deployed Engineer
VSG Recruitment
Remote, Canada
- Full-time
- Remote
VSG Recruitment is partnering with a high-growth technology company to hire a Forward Deployed Engineer (FDE). This is a hands-on engineering role for someone who thrives at the…

RAVL

Platform Engineer, Machine Learning

Toronto, ON, Canada

Full-time

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Job details

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 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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