Data & AI · Learning guide
Asked for in 14 job posts at 9 companies across Canada.
No job posts in Columbus yet, so we're showing all of Canada.
Job posts asking for machine learning, by week, last 16 weeks
3
in the last 4 weeks · 5 the 4 before
| Week of | Job posts |
|---|---|
| Jul 20 | 0 |
| Jul 27 | 0 |
| Aug 3 | 0 |
| Aug 10 | 0 |
| Aug 17 | 0 |
| Aug 24 | 0 |
| Aug 31 | 1 |
| Sep 7 | 1 |
| Sep 14 | 4 |
| Sep 21 | 0 |
| Sep 28 | 1 |
| Oct 5 | 0 |
| Oct 12 | 0 |
| Oct 19 | 0 |
| Oct 26 | 1 |
| Nov 2 | 2 |
Companies with posts that ask for it
Asked for in the same posts
Real problems in Canada, from public data. Build something that helps, and prove machine learning while you do it.
The job vacancy rate in the Calgary economic region moved from 4.8 in 2022 Q3 to 2.8 in 2026 Q2. People looking for work in Calgary must navigate a more competitive job market.
| Period | Value |
|---|---|
| 2022 Q3 | 4.8% |
| 2022 Q4 | 4.4% |
| 2023 Q1 | 3.9% |
| 2023 Q2 | 3.9% |
| 2023 Q3 | 3.6% |
| 2023 Q4 | 3.4% |
| 2024 Q1 | 3.2% |
| 2024 Q2 | 3.2% |
| 2024 Q3 | 3.1% |
| 2024 Q4 | 2.8% |
| 2025 Q1 | 2.6% |
| 2025 Q2 | 3.1% |
| 2025 Q3 | 2.6% |
| 2025 Q4 | 2.5% |
| 2026 Q1 | 2.7% |
| 2026 Q2 | 2.8% |
The unemployment rate for youth aged 15 to 24 in Alberta moved from 20 in 2025-07 to 15.2 in 2026-10. Young people across the province face high unemployment when attempting to launch their careers.
| Period | Value |
|---|---|
| 2025-07 | 20% |
| 2025-08 | 16.5% |
| 2025-09 | 14.6% |
| 2025-10 | 14.9% |
| 2025-11 | 13.4% |
| 2025-12 | 14.5% |
| 2026-01 | 14.1% |
| 2026-02 | 14.6% |
| 2026-03 | 13.9% |
| 2026-04 | 14.7% |
| 2026-05 | 15% |
| 2026-06 | 15.8% |
| 2026-07 | 14.5% |
| 2026-08 | 15.3% |
| 2026-09 | 12.5% |
| 2026-10 | 15.2% |
Free, and hand-picked. Start with the first one.
Learn the Basics
docs.pytorch.org
Machine Learning | Google for Developers
developers.google.com
Introduction to TensorFlow
tensorflow.org
Untitled
microsoft.github.io
Machine Learning Tutorial
geeksforgeeks.org
Practical Deep Learning (fast.ai)
course.fast.ai
Free machine learning courses on YouTube
youtube.com
Customer Support Ticket Triage and Routing Engine
A natural language classifier that parses inbound customer support tickets and automatically tags priority and team assignments. It helps support leads reduce triage backlogs and meet critical SLA response targets.
Automated Real Estate Appraisal Predictor
A machine learning pipeline that consumes historical municipal property transactions to forecast fair market housing valuations. It serves mortgage underwriting agents who require automated valuation cross-checks.
Automated Data Quality Anomaly Detector
An unsupervised outlier detection model that flags unexpected shifts in transactional database tables before reports are published. It helps data engineers catch corrupted upstream vendor feeds early.