Real ChatGPT answer · index seed4suNMOGwVyUcompleteCareers and HR · career changecommercial

I am an experienced project manager trying to break into the federal government. Which USAJOBS series codes align best with agile software delivery?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am an experienced project manager trying to break into the federal government. Which USAJOBS series codes align best with agile software delivery?
2 real searches · 1 real-search pass
OPM occupational series 2210 IT Management 0340 Program Management 0343 Management and Program Analysis qualification standards agile project manager federalGoogle ↗
OBSERVEDInstruction
USAJOBS agile project manager federal job series 2210 0340 0343 software deliveryGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
OPM occupational series 2210 IT Management 0340 Program Management 0343 Management and Program Analysis qualification standards agile project manager federal Google ↗
USAJOBS agile project manager federal job series 2210 0340 0343 software delivery Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OPM occupational series 2210 IT Management 0340 Program Management 0343 Management and Program Analysis qualification standards agile project manager federal
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
USAJOBS agile project manager federal job series 2210 0340 0343 software delivery
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1