Weekly intelligence — Jul 27–Aug 2, 2026

Window: Mar 30–Apr 5, 2026 to Jul 27–Aug 2, 2026.

What moved

What we expect next

• Around 25 job postings for software engineer roles are expected the week of Aug 24–30, 2026 (likely range: 7–43, 80% confidence) — down from 32 the week of Jul 27–Aug 2, 2026. Confidence 0.12, review by 2026-08-30.
• Around 28 job postings mentioning react are expected the week of Aug 24–30, 2026 (likely range: 9–48, 80% confidence) — down from 40 the week of Jul 27–Aug 2, 2026. Confidence 0.12, review by 2026-08-30.
• job postings count for technology 'typescript' is forecast at 50 in Aug 17–23, 2026, within 0-103 at 80% confidence (down from 111 in Jul 20–26, 2026). Confidence 0.11, review by 2026-08-23.
• Around 68 job postings mentioning typescript are expected the week of Aug 24–30, 2026 (likely range: 17–120, 80% confidence) — down from 72 the week of Jul 27–Aug 2, 2026. Confidence 0.11, review by 2026-08-30.
• Around 5 job postings mentioning kubernetes are expected the week of Aug 24–30, 2026 (likely range: 0–10, 80% confidence) — down from 15 the week of Jul 27–Aug 2, 2026. Confidence 0.10, review by 2026-08-30.

What we recommend

• student: Prioritise skills in project manager. Job postings mentioning project manager are up 50% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
• investor: Watch skills in project manager. Job postings mentioning project manager are up 50% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
• executive: Fund skills in project manager. Job postings mentioning project manager are up 50% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
• manager: Plan for skills in project manager. Job postings mentioning project manager are up 50% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)

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.