/** * Real Job Acquisition Live Ingestion Script * * Runs genuine ATS adapters against verified public job board APIs: * - Greenhouse: Stripe, Cloudflare, Figma, Datadog * - Lever: Palantir * - Ashby: Ramp, Notion * * Enforces deduplication, canonical normalization, and execution audit logging. */ const { PrismaClient } = require("@prisma/client"); const prisma = new PrismaClient(); const crypto = require("crypto"); function normalizeJobUrl(rawUrl) { try { const parsed = new URL(rawUrl.trim()); const trackingParams = [ "utm_source", "utm_medium", "utm_campaign", "utm_term", "utm_content", "ref", "source", "gh_src", "lever-source", "ashby_jid", "referrer" ]; for (const p of trackingParams) { parsed.searchParams.delete(p); } let clean = parsed.toString(); if (clean.endsWith("/") && parsed.pathname !== "/") { clean = clean.slice(0, -1); } return clean; } catch { return rawUrl.trim(); } } function generateJobUrlHash(url) { return crypto.createHash("sha256").update(normalizeJobUrl(url)).digest("hex"); } function generateContentFingerprint(company, title, location, isRemote) { const normComp = (company || "").toLowerCase().replace(/[^a-z0-9]/g, "").trim(); const normTitle = (title || "") .toLowerCase() .replace(/\b(senior|sr\.?|junior|jr\.?|lead|staff|principal)\b/g, "") .replace(/[^a-z0-9]/g, "") .trim(); const normLoc = (location || "").toLowerCase().replace(/[^a-z0-9]/g, "").trim(); const remoteFlag = isRemote ? "remote" : "onsite"; return crypto.createHash("sha256").update(`${normComp}:${normTitle}:${normLoc}:${remoteFlag}`).digest("hex"); } async function ingestGreenhouse(boardToken, companyName, limit = 50) { console.log(`\n[ACQUIRE] Greenhouse: ${companyName} (${boardToken})...`); const start = Date.now(); const url = `https://boards-api.greenhouse.io/v1/boards/${boardToken}/jobs?content=true`; const res = await fetch(url, { headers: { "User-Agent": "JobsBoard-Acquisition/1.0" } }); if (!res.ok) throw new Error(`HTTP ${res.status}: ${res.statusText}`); const data = await res.json(); const rawJobs = (data.jobs || []).slice(0, limit); let created = 0; let updated = 0; let duplicates = 0; for (const item of rawJobs) { const title = (item.title || "").trim(); const rawUrl = item.absolute_url || ""; if (!title || !rawUrl) continue; const jobUrl = normalizeJobUrl(rawUrl); const urlHash = generateJobUrlHash(jobUrl); const location = item.location?.name || "Remote, USA"; const isRemote = location.toLowerCase().includes("remote") || title.toLowerCase().includes("remote") || location.toLowerCase().includes("anywhere"); const dept = item.departments?.[0]?.name || "Engineering"; const cleanDesc = (item.content || "").replace(/<[^>]+>/g, " ").replace(/\s+/g, " ").trim(); const fingerprint = generateContentFingerprint(companyName, title, location, isRemote); const existing = await prisma.job.findUnique({ where: { jobUrlHash: urlHash } }); if (existing) { await prisma.job.update({ where: { id: existing.id }, data: { lastSeenAt: new Date(), missingScanCount: 0, lifecycleStatus: "ACTIVE", title, description: cleanDesc.slice(0, 5000) || `Position at ${companyName}.`, }, }); updated++; } else { const fpMatch = await prisma.job.findFirst({ where: { fingerprintHash: fingerprint } }); if (fpMatch) duplicates++; await prisma.job.create({ data: { jobUrlHash: urlHash, fingerprintHash: fingerprint, title, company: companyName, location, isRemote, department: dept, experienceLevel: title.toLowerCase().includes("senior") ? "Senior" : "Mid-Level", description: cleanDesc.slice(0, 5000) || `Position at ${companyName}.`, jobUrl, source: "greenhouse", sourceId: `gh_${boardToken}`, moderationStatus: "APPROVED", lifecycleStatus: "ACTIVE", firstSeenAt: new Date(), lastSeenAt: new Date(), missingScanCount: 0, datePosted: item.updated_at ? new Date(item.updated_at) : new Date(), }, }); created++; } } const durationMs = Date.now() - start; // Upsert Source Registry Record const dbSource = await prisma.jobSource.upsert({ where: { provider_identifier: { provider: "greenhouse", identifier: `gh_${boardToken}` } }, update: { lastRunAt: new Date(), lastSuccessAt: new Date(), jobsDiscoveredLastRun: rawJobs.length, jobsCreatedLastRun: created, jobsUpdatedLastRun: updated, status: "ACTIVE", averageDurationMs: durationMs, }, create: { name: companyName, type: "ATS", provider: "greenhouse", baseUrl: `https://boards.greenhouse.io/${boardToken}`, identifier: `gh_${boardToken}`, status: "ACTIVE", lastRunAt: new Date(), lastSuccessAt: new Date(), jobsDiscoveredLastRun: rawJobs.length, jobsCreatedLastRun: created, jobsUpdatedLastRun: updated, }, }); // Log Execution await prisma.sourceExecutionLog.create({ data: { sourceId: dbSource.id, status: "SUCCESS", durationMs, discoveredCount: rawJobs.length, createdCount: created, updatedCount: updated, duplicateCount: duplicates, }, }); console.log(` -> Finished ${companyName}: Discovered=${rawJobs.length}, Created=${created}, Updated=${updated}, Dupes=${duplicates} (${durationMs}ms)`); return { discovered: rawJobs.length, created, updated, duplicates }; } async function ingestLever(boardToken, companyName, limit = 50) { console.log(`\n[ACQUIRE] Lever: ${companyName} (${boardToken})...`); const start = Date.now(); const url = `https://api.lever.co/v0/postings/${boardToken}?mode=json`; const res = await fetch(url, { headers: { "User-Agent": "JobsBoard-Acquisition/1.0" } }); if (!res.ok) throw new Error(`HTTP ${res.status}: ${res.statusText}`); const rawList = await res.json(); const rawJobs = Array.isArray(rawList) ? rawList.slice(0, limit) : []; let created = 0; let updated = 0; let duplicates = 0; for (const item of rawJobs) { const title = (item.text || "").trim(); const rawUrl = item.hostedUrl || ""; if (!title || !rawUrl) continue; const jobUrl = normalizeJobUrl(rawUrl); const urlHash = generateJobUrlHash(jobUrl); const categories = item.categories || {}; const location = categories.location || "Remote, USA"; const isRemote = location.toLowerCase().includes("remote") || title.toLowerCase().includes("remote"); const dept = categories.department || categories.team || "Engineering"; const cleanDesc = (item.descriptionPlain || item.description || "") .replace(/<[^>]+>/g, " ") .replace(/\s+/g, " ") .trim(); const fingerprint = generateContentFingerprint(companyName, title, location, isRemote); const existing = await prisma.job.findUnique({ where: { jobUrlHash: urlHash } }); if (existing) { await prisma.job.update({ where: { id: existing.id }, data: { lastSeenAt: new Date(), missingScanCount: 0, lifecycleStatus: "ACTIVE", title, description: cleanDesc.slice(0, 5000) || `Position at ${companyName}.`, }, }); updated++; } else { const fpMatch = await prisma.job.findFirst({ where: { fingerprintHash: fingerprint } }); if (fpMatch) duplicates++; await prisma.job.create({ data: { jobUrlHash: urlHash, fingerprintHash: fingerprint, title, company: companyName, location, isRemote, department: dept, experienceLevel: title.toLowerCase().includes("senior") ? "Senior" : "Mid-Level", description: cleanDesc.slice(0, 5000) || `Position at ${companyName}.`, jobUrl, source: "lever", sourceId: `lever_${boardToken}`, moderationStatus: "APPROVED", lifecycleStatus: "ACTIVE", firstSeenAt: new Date(), lastSeenAt: new Date(), missingScanCount: 0, datePosted: item.createdAt ? new Date(item.createdAt) : new Date(), }, }); created++; } } const durationMs = Date.now() - start; const dbSource = await prisma.jobSource.upsert({ where: { provider_identifier: { provider: "lever", identifier: `lever_${boardToken}` } }, update: { lastRunAt: new Date(), lastSuccessAt: new Date(), jobsDiscoveredLastRun: rawJobs.length, jobsCreatedLastRun: created, jobsUpdatedLastRun: updated, status: "ACTIVE", averageDurationMs: durationMs, }, create: { name: companyName, type: "ATS", provider: "lever", baseUrl: `https://jobs.lever.co/${boardToken}`, identifier: `lever_${boardToken}`, status: "ACTIVE", lastRunAt: new Date(), lastSuccessAt: new Date(), jobsDiscoveredLastRun: rawJobs.length, jobsCreatedLastRun: created, jobsUpdatedLastRun: updated, }, }); await prisma.sourceExecutionLog.create({ data: { sourceId: dbSource.id, status: "SUCCESS", durationMs, discoveredCount: rawJobs.length, createdCount: created, updatedCount: updated, duplicateCount: duplicates, }, }); console.log(` -> Finished ${companyName}: Discovered=${rawJobs.length}, Created=${created}, Updated=${updated}, Dupes=${duplicates} (${durationMs}ms)`); return { discovered: rawJobs.length, created, updated, duplicates }; } async function ingestAshby(boardToken, companyName, limit = 50) { console.log(`\n[ACQUIRE] Ashby: ${companyName} (${boardToken})...`); const start = Date.now(); const url = `https://api.ashbyhq.com/posting-api/job-board/${boardToken}`; const res = await fetch(url, { headers: { "User-Agent": "JobsBoard-Acquisition/1.0" } }); if (!res.ok) throw new Error(`HTTP ${res.status}: ${res.statusText}`); const data = await res.json(); const rawJobs = (data.jobs || []).slice(0, limit); let created = 0; let updated = 0; let duplicates = 0; for (const item of rawJobs) { const title = (item.title || "").trim(); const rawUrl = item.applyUrl || item.jobUrl || ""; if (!title || !rawUrl) continue; const jobUrl = normalizeJobUrl(rawUrl); const urlHash = generateJobUrlHash(jobUrl); const location = item.location || "Remote, USA"; const isRemote = item.isRemote || location.toLowerCase().includes("remote") || title.toLowerCase().includes("remote"); const dept = item.department || "Engineering"; const cleanDesc = (item.descriptionPlain || item.descriptionHtml || "") .replace(/<[^>]+>/g, " ") .replace(/\s+/g, " ") .trim(); const fingerprint = generateContentFingerprint(companyName, title, location, isRemote); const existing = await prisma.job.findUnique({ where: { jobUrlHash: urlHash } }); if (existing) { await prisma.job.update({ where: { id: existing.id }, data: { lastSeenAt: new Date(), missingScanCount: 0, lifecycleStatus: "ACTIVE", title, description: cleanDesc.slice(0, 5000) || `Position at ${companyName}.`, }, }); updated++; } else { const fpMatch = await prisma.job.findFirst({ where: { fingerprintHash: fingerprint } }); if (fpMatch) duplicates++; await prisma.job.create({ data: { jobUrlHash: urlHash, fingerprintHash: fingerprint, title, company: companyName, location, isRemote, department: dept, experienceLevel: title.toLowerCase().includes("senior") ? "Senior" : "Mid-Level", description: cleanDesc.slice(0, 5000) || `Position at ${companyName}.`, jobUrl, source: "ashby", sourceId: `ashby_${boardToken}`, moderationStatus: "APPROVED", lifecycleStatus: "ACTIVE", firstSeenAt: new Date(), lastSeenAt: new Date(), missingScanCount: 0, datePosted: item.publishedAt ? new Date(item.publishedAt) : new Date(), }, }); created++; } } const durationMs = Date.now() - start; const dbSource = await prisma.jobSource.upsert({ where: { provider_identifier: { provider: "ashby", identifier: `ashby_${boardToken}` } }, update: { lastRunAt: new Date(), lastSuccessAt: new Date(), jobsDiscoveredLastRun: rawJobs.length, jobsCreatedLastRun: created, jobsUpdatedLastRun: updated, status: "ACTIVE", averageDurationMs: durationMs, }, create: { name: companyName, type: "ATS", provider: "ashby", baseUrl: `https://jobs.ashbyhq.com/${boardToken}`, identifier: `ashby_${boardToken}`, status: "ACTIVE", lastRunAt: new Date(), lastSuccessAt: new Date(), jobsDiscoveredLastRun: rawJobs.length, jobsCreatedLastRun: created, jobsUpdatedLastRun: updated, }, }); await prisma.sourceExecutionLog.create({ data: { sourceId: dbSource.id, status: "SUCCESS", durationMs, discoveredCount: rawJobs.length, createdCount: created, updatedCount: updated, duplicateCount: duplicates, }, }); console.log(` -> Finished ${companyName}: Discovered=${rawJobs.length}, Created=${created}, Updated=${updated}, Dupes=${duplicates} (${durationMs}ms)`); return { discovered: rawJobs.length, created, updated, duplicates }; } async function main() { console.log("================================================="); console.log(" JOBSBOARD LIVE ACQUISITION CAMPAIGN EXECUTION "); console.log("================================================="); const initialJobCount = await prisma.job.count(); console.log(`Current Total Jobs in Database: ${initialJobCount}`); // Ingest from verified permitted sources await ingestGreenhouse("stripe", "Stripe", 40); await ingestGreenhouse("cloudflare", "Cloudflare", 40); await ingestGreenhouse("datadog", "Datadog", 40); await ingestGreenhouse("figma", "Figma", 40); await ingestLever("palantir", "Palantir Technologies", 40); await ingestAshby("ramp", "Ramp", 40); await ingestAshby("notion", "Notion", 40); const finalJobCount = await prisma.job.count(); const newJobsCreated = finalJobCount - initialJobCount; const totalSources = await prisma.jobSource.count(); const totalLogs = await prisma.sourceExecutionLog.count(); console.log("\n================================================="); console.log(" ACQUISITION CAMPAIGN RESULTS "); console.log("================================================="); console.log(` Initial Jobs: ${initialJobCount}`); console.log(` Final Jobs: ${finalJobCount} (+${newJobsCreated} genuine jobs added)`); console.log(` Active Sources: ${totalSources}`); console.log(` Audit Logs Recorded: ${totalLogs}`); console.log("=================================================\n"); await prisma.$disconnect(); } main().catch(err => { console.error("Acquisition campaign failed:", err); process.exit(1); });