SHIOSStrategic Honesty Intelligence
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Weekly Report · Mar 30–Apr 5, 2026Aug 10–16, 2026

Weekly intelligence — Aug 10–16, 2026

Window: Mar 30–Apr 5, 2026 to Aug 10–16, 2026.

What moved

SignalTypeJob postings this weekChangeDirection
ai literacyskill70+68 (+3400%)up
typescripttechnology53+53 (+100%)up
pythontechnology46+46 (+100%)up
agile deliveryskill54+41 (+315%)up
software engineerrole26+25 (+2500%)up

What we expect next

  • Around 10 job postings for project manager roles are expected the week of Sep 7–13, 2026 (likely range: 6–14, 80% confidence) — down from 12 the week of Aug 10–16, 2026. Confidence 0.17, review by 2026-09-13.
  • Around 5 job postings for program manager roles are expected the week of Sep 7–13, 2026 (likely range: 3–7, 80% confidence) — up from 4 the week of Aug 10–16, 2026. Confidence 0.17, review by 2026-09-13.
  • Around 11 job postings for product manager roles are expected the week of Sep 7–13, 2026 (likely range: 7–16, 80% confidence) — up from 7 the week of Aug 10–16, 2026. Confidence 0.17, review by 2026-09-13.
  • Around 5 job postings mentioning product ownership are expected the week of Sep 7–13, 2026 (likely range: 2–8, 80% confidence) — up from 4 the week of Aug 10–16, 2026. Confidence 0.14, review by 2026-09-13.
  • Around 22 job postings for scrum master roles are expected the week of Sep 7–13, 2026 (likely range: 9–35, 80% confidence) — up from 7 the week of Aug 10–16, 2026. Confidence 0.14, review by 2026-09-13.

What we recommend

  • student: Prioritise skills in program manager. Job postings mentioning program manager are up 33% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.16)
  • investor: Watch skills in program manager. Job postings mentioning program manager are up 33% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.16)
  • executive: Fund skills in program manager. Job postings mentioning program manager are up 33% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.16)
  • manager: Plan for skills in program manager. Job postings mentioning program manager are up 33% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.16)

What we do not know

  • Posting volume is a proxy for demand, and it lags actual hiring.
  • Only the configured sources are represented. Everything else is absent, not zero.

Track record: 104 forecasts scored, mean accuracy 0.75, calibration delta -0.06 — the system has been overconfident and has lowered its own confidence accordingly.

How we know

Evidence

40+

Confidence

not claimed — this is a count

Source diversity

1 source

100% from one source — treat as narrow

Last updated

2026-08-15

Reality validation

Not yet scored against reality.

How this forecast was made

Approach
Linear trend fitted to recent weekly counts, with a range to account for uncertainty
Can it be edited?
No — forecasts are locked at publication and scored as-is

Primary sources

12 sources
NVIDIA-NeMo/Curatorgithub.com
garylab/MakeMoneyWithAIgithub.com
argszero/emrggithub.com
patw/PengyCPPgithub.com
Oyemahak/MSPixelPulse-Backendgithub.com