The company explicitly states that the market for skilled AI and machine learning employees is highly competitive, and an inability to attract and retain this talent could hinder product development. This pain point makes them a prime candidate for solutions that improve developer productivity, automate engineering tasks, or provide access to specialized external talent.
Filing excerpt
The market for qualified and skilled executives and employees in the technology industry, especially in the areas of AI and machine learning, is highly competitive.
What this signalsFilings often name leadership changes, deals and spending plans.
Technologies
sec-10qlaborShortageGet every 10-Q signal for AMD and the companies you sell to, in the tools you already use.
Connect Autobound to Claude, Claude Code or Cursor with MCP. Then ask: “What changed at AMD this week?”
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This page shows a preview. The full sec-10q record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.
Company
linkedin_urlValue in the APIindustriesValue in the APIemployee_count_lowValue in the APIemployee_count_highValue in the APIrevenueValue in the APIdescriptionValue in the APISignal
signal_nameValue in the APIassociationValue in the APIGET /v1/signals/63d32a2d-3e48-43f2-acf0-6828582e647d returns this record as JSON. POST /v1/companies/enrich returns every signal for amd.com.
{
"signal_id": "63d32a2d-3e48-43f2-acf0-6828582e647d",
"signal_type": "sec-10q",
"signal_subtype": "laborShortage",
"detected_at": "2026-05-12T09:24:56.985+00:00",
"company": {
"name": "AMD",
"domain": "amd.com"
},
"data": {
"detail": "The company explicitly states that the market for skilled AI and machine learning employees is highly competitive, and an inability to attract and retain this talent could hinder product development. This pain point makes them a prime candidate for solutions that improve developer productivity, automate engineering tasks, or provide access to specialized external talent.",
"metrics": {
"timeframe": "current_quarter"
},
"summary": "AMD's growth is at risk due to highly competitive hiring market for AI and machine learning talent",
"excerpts": "The market for qualified and skilled executives and employees in the technology industry, especially in the areas of AI and machine learning, is highly competitive.",
"relevance": 0.7,
"sentiment": "negative",
"confidence": "high",
"source_url": "https://www.sec.gov/Archives/edgar/data/2488/000000248826000076/amd-20260328.htm",
"filing_date": "2026-05-05",
"filing_year": 2026,
"fiscal_year": 0,
"fiscal_year_end": "03/28",
"sales_relevance": "HR tech/automation needed",
"signal_category": "operations",
"technologies_mentioned": [
"AI",
"machine learning"
]
}
}
curl https://signals.autobound.ai/v1/signals/63d32a2d-3e48-43f2-acf0-6828582e647d \
-H "X-API-KEY: $AUTOBOUND_API_KEY"curl -X POST https://signals.autobound.ai/v1/companies/enrich \
-H "X-API-KEY: $AUTOBOUND_API_KEY" \
-H "Content-Type: application/json" \
-d '{"domain":"amd.com","limit":20}'Long text fields are shortened on this page.
Looking up one signal by its id is free. Enrich costs 2 credits per signal returned; a call with no results is free.