Forecast history · complete register

Every forecast this system has published

Forecasts are immutable once published — never edited, never quietly withdrawn. When the target period arrives each one is scored against the observed count, and the misses stay on this page alongside the hits.

Published

212

in the register

Scored

104

past their expiry

Mean accuracy

75%

1.00 is exact

Confidence reliability

Good

The system claimed more certainty than it earned, so confidence has been lowered.

212 forecasts · sorted by target week

Register

Forecast	Target	Confidence	Review by	Evidence	Status
Around 17 job postings mentioning stakeholder management are expected the week of Jul 13–19, 2026 (likely range: 11–22, 80% confidence) — up from 11 the week of Jun 15–21, 2026. c254cc94	Jul 13–19, 2026	29%	2026-07-19	40+→	Scored
Around 18 job postings mentioning machine learning are expected the week of Jul 13–19, 2026 (likely range: 12–23, 80% confidence) — up from 13 the week of Jun 15–21, 2026. ab048a9e	Jul 13–19, 2026	32%	2026-07-19	40+→	Scored
Around 16 job postings mentioning jira are expected the week of Jul 13–19, 2026 (likely range: 12–21, 80% confidence) — up from 14 the week of Jun 15–21, 2026. af67d26b	Jul 13–19, 2026	27%	2026-07-19	40+→	Scored
Around 22 job postings mentioning aws are expected the week of Jul 13–19, 2026 (likely range: 14–30, 80% confidence) — up from 20 the week of Jun 15–21, 2026. fb137dcf	Jul 13–19, 2026	25%	2026-07-19	40+→	Scored
Around 22 job postings mentioning automation are expected the week of Jul 13–19, 2026 (likely range: 17–27, 80% confidence) — up from 18 the week of Jun 15–21, 2026. 7c36680e	Jul 13–19, 2026	39%	2026-07-19	40+→	Scored
Around 12 job postings mentioning agile delivery are expected the week of Jul 13–19, 2026 (likely range: 9–15, 80% confidence) — up from 10 the week of Jun 15–21, 2026. 55793b5e	Jul 13–19, 2026	27%	2026-07-19	40+→	Scored
Around 34 job postings mentioning cloud architecture are expected the week of Jul 13–19, 2026 (likely range: 25–42, 80% confidence) — up from 30 the week of Jun 15–21, 2026. ec93fc0b	Jul 13–19, 2026	37%	2026-07-19	40+→	Scored
Around 15 job postings mentioning ai literacy are expected the week of Jul 13–19, 2026 (likely range: 13–18, 80% confidence) — up from 12 the week of Jun 15–21, 2026. 180276dc	Jul 13–19, 2026	38%	2026-07-19	40+→	Scored
Around 20 job postings mentioning python are expected the week of Jul 13–19, 2026 (likely range: 19–22, 80% confidence) — up from 16 the week of Jun 15–21, 2026. ec418ffc	Jul 13–19, 2026	46%	2026-07-19	40+→	Scored
Around 1 job postings mentioning change management are expected the week of Jul 6–12, 2026 (likely range: 0–4, 80% confidence) — down from 2 the week of Jun 8–14, 2026. 36c689a8	Jul 6–12, 2026	16%	2026-07-12	14+→	Scored
Around 1 job postings for agile coach roles are expected the week of Jul 6–12, 2026 (likely range: 0–5, 80% confidence) — down from 2 the week of Jun 8–14, 2026. a51b3eaf	Jul 6–12, 2026	12%	2026-07-12	16+→	Scored
Around 4 job postings mentioning databricks are expected the week of Jul 6–12, 2026 (likely range: 0–8, 80% confidence) — up from 2 the week of Jun 8–14, 2026. dc9c6a23	Jul 6–12, 2026	11%	2026-07-12	20+→	Scored
job postings count for role 'data scientist' is forecast at 8 in Jul 6–12, 2026, within 3-12 at 80% confidence (up from 6 in Jun 8–14, 2026). 935be9a8	Jul 6–12, 2026	19%	2026-07-12	32+→	Scored
job postings count for technology 'docker' is forecast at 4 in Jul 6–12, 2026, within 0-9 at 80% confidence (down from 6 in Jun 8–14, 2026). b4a2965a	Jul 6–12, 2026	9%	2026-07-12	20+→	Scored
job postings count for skill 'program management' is forecast at 9 in Jul 6–12, 2026, within 4-13 at 80% confidence (up from 5 in Jun 8–14, 2026). 3e783d56	Jul 6–12, 2026	23%	2026-07-12	29+→	Scored
job postings count for role 'platform engineer' is forecast at 7 in Jul 6–12, 2026, within 0-15 at 80% confidence (down from 9 in Jun 8–14, 2026). 9f91018d	Jul 6–12, 2026	12%	2026-07-12	33+→	Scored
job postings count for skill 'data analysis' is forecast at 8 in Jul 6–12, 2026, within 3-12 at 80% confidence (up from 6 in Jun 8–14, 2026). 6697635a	Jul 6–12, 2026	19%	2026-07-12	32+→	Scored
job postings count for technology 'langchain' is forecast at 11 in Jul 6–12, 2026, within 10-13 at 80% confidence (up from 7 in Jun 8–14, 2026). 8629047f	Jul 6–12, 2026	35%	2026-07-12	30+→	Scored
job postings count for technology 'azure' is forecast at 8 in Jul 6–12, 2026, within 6-10 at 80% confidence (up from 7 in Jun 8–14, 2026). 23e3de42	Jul 6–12, 2026	38%	2026-07-12	34+→	Scored
job postings count for skill 'financial acumen' is forecast at 8 in Jul 6–12, 2026, within 4-13 at 80% confidence (up from 7 in Jun 8–14, 2026). d79dc3d1	Jul 6–12, 2026	20%	2026-07-12	34+→	Scored
job postings count for skill 'security' is forecast at 7 in Jul 6–12, 2026, within 0-15 at 80% confidence (down from 9 in Jun 8–14, 2026). 9c6f87fa	Jul 6–12, 2026	12%	2026-07-12	33+→	Scored
job postings count for role 'scrum master' is forecast at 11 in Jul 6–12, 2026, within 8-14 at 80% confidence (up from 8 in Jun 8–14, 2026). 53c0eaa5	Jul 6–12, 2026	33%	2026-07-12	40+→	Scored
job postings count for role 'program manager' is forecast at 10 in Jul 6–12, 2026, within 6-13 at 80% confidence (up from 7 in Jun 8–14, 2026). 11f1e4b9	Jul 6–12, 2026	29%	2026-07-12	37+→	Scored
job postings count for skill 'coaching' is forecast at 11 in Jul 6–12, 2026, within 6-15 at 80% confidence (up from 8 in Jun 8–14, 2026). 67aab9ad	Jul 6–12, 2026	22%	2026-07-12	40+→	Scored
job postings count for technology 'anthropic api' is forecast at 8 in Jul 6–12, 2026, within 6-9 at 80% confidence (up from 5 in Jun 8–14, 2026). fd308863	Jul 6–12, 2026	38%	2026-07-12	27+→	Scored

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