58 lines
3.1 KiB
Markdown
58 lines
3.1 KiB
Markdown
# Job-ad enrichment — staged batch plan (JSearch basic: 200 requests/month)
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Budget math: 1 request ≈ 10 ads; target ≥ 50 ads per occupation ≈ 5-7 requests
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(incl. duplicates, us+gb). → ~30 occupations per month in good quality.
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All responses are cached in `data/raw/jobs/` — re-runs cost 0 requests.
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## Month 1 (started 2026-07): recruiter + batch 1 — HR & IT (25)
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recruitment-consultant (done first, per MVP mandate), then:
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broadcast-technician, computer-scientist, computer-vision-engineer,
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corporate-training-manager, data-analyst, database-administrator,
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data-scientist, data-warehouse-designer, equality-and-inclusion-manager,
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human-resources-manager, ict-help-desk-agent, ict-network-administrator,
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ict-network-engineer, ict-research-consultant, ict-resilience-manager,
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ict-security-technician, ict-system-administrator, ict-system-analyst,
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ict-system-architect, ict-technician, projectionist,
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telecommunications-engineering-technician, video-technician, webmaster
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## Month 2: batch 2 — finance, marketing/sales, support (40; ggf. auf 2 Monate splitten)
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accountant, administrative-assistant, advertising-specialist, asset-manager,
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budget-analyst, call-centre-supervisor, commercial-sales-representative,
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corporate-treasurer, cost-analyst, costume-buyer, court-reporter,
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customer-contact-centre-information-clerk, data-entry-supervisor,
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ebusiness-manager, financial-auditor, financial-broker, financial-controller,
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financial-fraud-examiner, financial-manager, financial-trader,
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foreign-exchange-broker, hospitality-revenue-manager, host-hostess,
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insurance-broker, insurance-risk-consultant, insurance-underwriter,
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legal-administrative-assistant, marketing-assistant, marketing-consultant,
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market-research-analyst, mutual-fund-broker, network-marketer, office-manager,
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public-finance-accountant, purchase-planner, securities-broker,
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ticket-sales-agent, tour-organiser, travel-agent, travel-consultant
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## Month 3: batch 3 — management, legal, public sector (35)
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aquaculture-harvesting-manager, aquaculture-husbandry-manager,
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business-analyst, business-intelligence-manager, chemical-production-manager,
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chief-executive-officer, civil-service-administrative-officer,
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construction-general-contractor, coroner, customs-and-excise-officer,
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environmental-policy-officer, event-assistant, event-manager,
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fire-commissioner, fiscal-affairs-policy-officer, forester,
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forwarding-manager, government-minister, import-export-specialist,
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industrial-production-manager, intelligence-officer, judge, lawyer,
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legal-consultant, logistics-analyst, police-commissioner,
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procurement-department-manager, programme-manager,
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public-administration-manager, regulatory-affairs-manager, secretary-general,
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secretary-of-state, supreme-court-judge, venue-director,
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waste-management-officer
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## Scaling options
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- **Adzuna** (free, ADZUNA_APP_ID/KEY in .env) as breadth channel: up to 50
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hits per call, but truncated description snippets → good for tool/title
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counting, weak for methods/responsibilities. Mark lower evidence quality in
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the manifest when used.
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- **openwebninja paid tier** once the monthly full refresh across 100+
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occupations becomes production reality.
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