Machine Learning
TDA:SKILL:MACHINE_LEARNING
Observed demand metrics for Machine Learning.
Published period 2026-W43
Data through 26 Oct 2026
Observed Jobs
87
Employers
19
Sources
19
Demand Share
1.3%
Demand trajectory
Historical trajectory shows observed demand across completed published weeks.
Observed jobs increased from 0 to 87 across the available history.
- Latest employer breadth
- 19
- Latest source breadth
- 19
- Latest demand share
- 1.3%
View historical data table
| Period | Observed jobs | Employers | Sources | Demand share |
|---|---|---|---|---|
| 2026-W28 | 0 | 0 | 0 | 0% |
| 2026-W29 | 1 | 1 | 1 | 1.4% |
| 2026-W30 | 0 | 0 | 0 | 0% |
| 2026-W31 | 0 | 0 | 0 | 0% |
| 2026-W32 | 1 | 1 | 1 | 1.1% |
| 2026-W33 | 0 | 0 | 0 | 0% |
| 2026-W34 | 17 | 1 | 1 | 11% |
| 2026-W35 | 0 | 0 | 0 | 0% |
| 2026-W36 | 0 | 0 | 0 | 0% |
| 2026-W37 | 5 | 3 | 3 | 2.1% |
| 2026-W38 | 0 | 0 | 0 | 0% |
| 2026-W39 | 25 | 2 | 2 | 9.4% |
| 2026-W40 | 0 | 0 | 0 | 0% |
| 2026-W41 | 2 | 1 | 1 | 0.2% |
| 2026-W42 | 7 | 3 | 3 | 1% |
| 2026-W43 | 87 | 19 | 19 | 1.3% |
Changes reflect the covered employer and source evidence and are not forecasts. Missing immutable periods are not converted to zero.
Trend Signal
Observed demand has varied substantially without a persistent direction. This describes observed history, not a forecast.
- Momentum
- 0.75
- Signal confidence
- 85%
#4 by observed job count
Requirement Importance
Deterministic relationship-level classification. Mandatory means required/essential language; Preferred means preferred/desirable language.
Mandatory
0
Preferred
0
Other / mentioned
87
Industries Requesting Machine Learning
Published overlap counts; rows are multi-label and non-additive.
3 employers · 3 sources
3 employers · 3 sources
2 employers · 2 sources
2 employers · 2 sources
2 employers · 2 sources
2 employers · 2 sources
Frequently Observed Together
Skills appearing in the same observed job postings. Association is not a recommendation or causal relationship.
Coverage & Methodology
Observed job-ad coverage from 75 source(s); not a complete labour-market total. Observed Jobs are distinct canonical published postings containing this concept. Employers are distinct represented employers.