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skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 05:32:49 +02:00

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Market evidence report — anatomical-pathology-technician

Source: 65 real job ads (JSearch API, countries: us 65), extracted into the MSSQL evidence store; as of 2026-07-08. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority Ads Share
mid 47 72 %
n/a 11 17 %
junior 6 9 %
senior 1 2 %

Tools — full market ranking

# Item Ads Share
1 voice recognition software 5 8 %
2 laboratory information system (LIS) 3 5 %

Hard skills — full market ranking

# Item Ads Share
1 specimen accessioning 14 22 %
2 specimen preparation 10 15 %
3 gross description 9 14 %
4 gross examination 7 11 %
5 specimen dissection 7 11 %
6 specimen handling 7 11 %
7 autopsy assistance 6 9 %
8 gross dissection 6 9 %
9 frozen sectioning 5 8 %
10 quality control 5 8 %
11 specimen retrieval 5 8 %
12 tissue dissection 5 8 %
13 tissue sectioning 5 8 %
14 dissection 4 6 %
15 pathology assistance 4 6 %
16 quality assurance 4 6 %
17 surgical pathology 4 6 %
18 surgical specimen dissection 4 6 %
19 tissue handling 4 6 %
20 tissue sampling 4 6 %
21 waste disposal 4 6 %
22 data entry 3 5 %
23 equipment maintenance 3 5 %
24 frozen section preparation 3 5 %
25 gross specimen examination 3 5 %
26 histologic sampling 3 5 %
27 laboratory equipment maintenance 3 5 %
28 laboratory operations 3 5 %
29 microtomy 3 5 %
30 postmortem examinations 3 5 %
31 radiography 3 5 %
32 specimen photography 3 5 %
33 specimen processing 3 5 %
34 specimen registration 3 5 %
35 troubleshooting 3 5 %

Methods — full market ranking

# Item Ads Share
1 CAP compliance 3 5 %
2 CLIA compliance 3 5 %
3 quality assurance 3 5 %

Responsibilities — full market ranking

# Item Ads Share
1 equipment maintenance 8 12 %
2 specimen accessioning 8 12 %
3 specimen labeling 6 9 %
4 specimen preparation 6 9 %
5 specimen processing 6 9 %
6 specimen handling 5 8 %
7 specimen photography 5 8 %
8 customer inquiry response 4 6 %
9 specimen description 4 6 %
10 specimen grossing 4 6 %
11 tissue storage 4 6 %
12 patient care 3 5 %

Job title variants in the market

Title Ads
Pathologist Assistant 4
Pathology Assistant 4
Pathologists' Assistant 3
Cytology Histology Laboratory Technician II 2
Pathologist's Assistant 2
Pathology Assistant - Long Term Care - Travel 2
Surgical Pathology Technician 2
Academic Scholar - Clinical Assistant or Associate Professor, Pathology and Anatomical Sciences 1
Anatomic Pathology, Pathologists' Assistant, Day Shift 1
Anatomic Pathology, Pathologists' Assistant, Night Shift 1
Anatomical Pathology Applications Specialist - North America 1
Anatomical Pathology Apps Specialist Hybrid Role 1
Anatomical Pathology Medical Laboratory Scientist / Medical Laboratory Technician 1
Anatomical Pathology Supervisor- Laboratory 1
Anatomical Pathology, Medical Laboratory Scientist / Medical Laboratory Technician - Days 1
Certified Pathologists Assistant: Clinical Diagnostics Pro 1
Clinical Lab Technologist/Histotechnologist, Surgical Pathology 1
Cytology Histology Laboratory Technician I 1
Cytology Histology Laboratory Technician II in Baltimore 1
Entry-Level Cytology & Histology Lab Technician 1
Grossing Technologist 1
Histology Tech Assistant — Anatomic Pathology Lab 1
Histotechnician I - Histology Lab 1
Histotechnologist - Pathology Lab Specialist 1
Lab Specialist - Pathology Assistant 1

Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.