Week of Aug 17–23, 2026: program manager mentions rose from 7 to 27. Weekly counts here swing widely, so read this as a snapshot, not a trend.

Window: Aug 17–23, 2026 to Aug 17–23, 2026.

What moved

What we expect next

_No forecast currently clears the governance rules._

What we recommend

• student: Prioritise skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
• investor: Watch skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
• executive: Fund skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
• manager: Plan for skills in product ownership. Job postings mentioning product ownership are up 100% 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: 155 forecasts scored, mean accuracy 0.60, calibration delta -0.19 — the system has been overconfident and has lowered its own confidence accordingly.