Ravl Io1mo ago

Platform Engineer, Machine Learning

Canada·Toronto,TorontoContractmid

EngineeringData ScienceDevOps & InfrastructureMachine Learning EngineerData & AIDevops Engineer

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Quick Summary

Overview

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.

Technical Tools

azurepythona11yci-cdmachine-learningmentoring

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.

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

Strong Databricks and Spark experience

Experience building ML pipelines and workflows

Proficiency in Python

Cloud experience (Azure preferred)

Familiarity with CI/CD and automation

MLflow or similar tools

Enterprise integration experience

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

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.