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Forecast b4255e37 · published 2026-07-26
job postings count for role 'ml engineer' is forecast at 13 in Jun 29–Jul 5, 2026, within 11-15 at 80% confidence (up from 9 in Jun 1–7, 2026).
What was claimed
The forecast
- Target period
- Jun 29–Jul 5, 2026
- Predicted mentions
- 13 job postings
- Direction
- ↑ Rising
- Method
- Linear trend fit with confidence interval
- Review by
- 2026-07-05
- Expires
- 2026-07-12
Confidence at publication
34%
What happened
Outcome
- Actual mentions
- 16 job postings
- Off by
- 3 postings
- Accuracy
- 81%
- Direction
- ✓ Called correctly
Interval 10.8-15.2 missed the observed 16.0 (up) in 2026-W27; point estimate was 13.0 (up).
Observed history
ml engineer — the series behind the fit
May 4–10, 2026: 0 mentionsMay 11–17, 2026: 0 mentionsMay 18–24, 2026: 0 mentionsMay 25–31, 2026: 0 mentionsJun 1–7, 2026: 0 mentions
How we know
Evidence
32+
Confidence
34%
Source diversity
0 sources
Last updated
2026-07-26
Reality validation
- Predicted
- 13
- Actual
- 16
- Accuracy
- 81%
- Direction
- called correctly
How this forecast was made
- Approach
- Linear trend fitted to recent weekly counts, with a range to account for uncertainty
- How far ahead
- 4 weeks
- Checked against reality by
- 2026-07-05
- Can it be edited?
- No — forecasts are locked at publication and scored as-is
Track record for ml engineer
6 forecasts published, 4 scored, mean accuracy 86%.
No source documents resolve for this artefact.