import { NON_ENGLISH_RE, JUNIOR_TITLE_RE, SOFTWARE_TITLE_RE } from "./fetch.ts"; import type { Job } from "./fetch.ts"; const HEADERS = { "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36", "Accept-Language": "en-US,en;q=0.9", Accept: "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8", }; function decodeHtml(s: string): string { return s .replace(/&/g, "&") .replace(/</g, "<") .replace(/>/g, ">") .replace(/"/g, '"') .replace(/'/g, "'") .replace(/&#(\d+);/g, (_, n) => String.fromCharCode(Number(n))) .replace(/\s+/g, " ") .trim(); } function applyFilters(title: string): boolean { if (NON_ENGLISH_RE.test(title)) return false; if (JUNIOR_TITLE_RE.test(title)) return false; if (!SOFTWARE_TITLE_RE.test(title)) return false; return true; } const MS_STACK_RE = /\.net\b|\bc#|sharepoint|dynamics 365|power platform|\bsccm\b|intune|successfactors|\bsap\b/i; // DE/FR indicator words, counted against a description we already have in hand. // Mirrors the ≥ 6 threshold isEnglishContent uses on fetched pages. const DE_FR_WORDS_RE = /\b(und|oder|wir|Sie|Ihre|Ihrer|Kenntnisse|Erfahrung|Aufgaben|Anforderungen|Stelle|Unternehmen|Mitarbeiter|Bereich|nous|vous|votre|pour|avec|des|les)\b/g; function isEnglishDescription(description?: string): boolean { if (!description) return true; // nothing to judge — let the URL check in index.ts decide const text = description.replace(/<[^>]+>/g, " ").replace(/&[a-z]+;/g, " "); return (text.match(DE_FR_WORDS_RE) ?? []).length < 6; } // datacareer.ch — HTML listing at /jobs/?city=Basel export async function fetchDataCareer(): Promise { const allJobs: Job[] = []; const seen = new Set(); for (let page = 1; page <= 10; page++) { if (page > 1) await Bun.sleep(400); process.stdout.write(` page ${page} … `); const res = await fetch( `https://www.datacareer.ch/jobs/?city=Basel&page=${page}`, { headers: HEADERS } ); if (!res.ok) { console.error(`failed (${res.status})`); break; } const html = await res.text(); const articles = [...html.matchAll(/]*listing-item[^>]*>(.*?)<\/article>/gs)]; if (articles.length === 0) { console.log("0 items"); break; } let newOnPage = 0; for (const [, card] of articles) { const titleM = card.match(/class="link"[^>]*>([^<]+)/); const hrefM = card.match(/href="(https:\/\/www\.datacareer\.ch\/job\/(\d+)\/[^"]*)"\s+class="link"/); if (!titleM || !hrefM) continue; const title = decodeHtml(titleM[1]); if (!applyFilters(title)) continue; const id = `dc-${hrefM[2]}`; if (seen.has(id)) continue; seen.add(id); const companyM = card.match(/listing-item__info--item-company[^>]*>\s*([^<\s][^<]*)/); const locM = card.match(/listing-item__info--item-location[^>]*>\s*([^<\s][^<]*)/); const dateM = card.match(/listing-item__date[^>]*>\s*([\d\/]+)/); // Date comes as DD/MM/YYYY → reformat to YYYY-MM-DD let postedAt = ""; const dm = dateM?.[1].match(/(\d{2})\/(\d{2})\/(\d{4})/); if (dm) postedAt = `${dm[3]}-${dm[2]}-${dm[1]}`; allJobs.push({ id, title, company: companyM ? decodeHtml(companyM[1].trim()) : "", location: locM ? locM[1].trim() : "Basel", postedAt, link: hrefM[1], search: "datacareer.ch", source: "datacareer.ch", }); newOnPage++; } console.log(`${articles.length} items, ${newOnPage} new`); if (articles.length < 8) break; } return allJobs; } // itjobs.ch — HTML scrape, jobs embedded as window.jobsList in page. // Swept Switzerland-wide (no location filter): the board is small, ~210 jobs // across 7 pages, and locking it to Basel returned only ~9. // Each item carries its full description, so the DE/FR content check runs here // instead of costing an extra page fetch per job in index.ts. export async function fetchItJobsCh(): Promise { const allJobs: Job[] = []; const seen = new Set(); for (let page = 1; page <= 25; page++) { if (page > 1) await Bun.sleep(400); process.stdout.write(` page ${page} … `); const res = await fetch( `https://www.itjobs.ch/jobs?page=${page}`, { headers: HEADERS } ); // The board 404s one page past the end rather than serving an empty list. if (!res.ok) { console.log(`end (${res.status})`); break; } const html = await res.text(); const blocks = [...html.matchAll(/window\.jobsList\s*=\s*window\.jobsList\.concat\((\[[\s\S]*?\])\);/g)]; if (!blocks.length) { console.log("0 items"); break; } const items: Array<{ id: number; title: string; description?: string; posted_at: string; job_details_path: string; employer: { name: string }; location?: string; job_location?: { name?: string }; }> = []; for (const [, json] of blocks) { try { items.push(...JSON.parse(json)); } catch { /* skip malformed block */ } } if (!items.length) { console.log("0 items"); break; } let newOnPage = 0; let langDropped = 0; for (const item of items) { const title = decodeHtml(item.title); if (!applyFilters(title)) continue; if (MS_STACK_RE.test(title)) continue; const id = `ij-${item.id}`; if (seen.has(id)) continue; seen.add(id); if (!isEnglishDescription(item.description)) { langDropped++; continue; } allJobs.push({ id, title, company: item.employer?.name ?? "", // job_location.name is the English form ("Aarau, Aargau, Switzerland"); // the bare location field is German ("Aarau, Kanton Aargau, Schweiz"). location: item.job_location?.name ?? item.location ?? "Switzerland", postedAt: item.posted_at?.slice(0, 10) ?? "", link: `https://www.itjobs.ch${item.job_details_path}`, search: "itjobs.ch", source: "itjobs.ch", contentChecked: true, // isEnglishDescription already ran on the real description }); newOnPage++; } console.log(`${items.length} items, ${newOnPage} new, ${langDropped} non-English`); if (items.length < 30) break; } return allJobs; } // job-room.ch — the federal employment service board (RAV / Arbeitsvermittlung). // Roles under the Stellenmeldepflicht must be posted here before anywhere else, // so it often carries a job days ahead of LinkedIn. // // Quirks worth knowing: // - Each hit is wrapped: [{ jobAdvertisement: {...} }, …] // - Titles come back with highlighting around the matched keyword. // - `languageIsoCode` on a description is unreliable — plenty of records tagged // "de" carry English text (Roche, Novartis, Bachem all do). The DE/FR word // count is what actually decides, so we ignore the tag. // - An unfiltered canton sweep returns thousands of ads across every industry, // so we narrow by keyword instead and union the results. // - Descriptions arrive inline, so the language check runs here rather than // costing a page fetch per job in index.ts. const JOBROOM_API = "https://www.job-room.ch/jobadservice/api/jobAdvertisements/_search"; const JOBROOM_CANTONS = ["BS", "BL", "BE", "ZH"]; const JOBROOM_KEYWORDS = [ "software", "engineer", "developer", "devops", "data", "python", "cloud", "platform", "typescript", "backend", "full stack", "ai", ]; // job-room carries every industry; pharma/lab titles slip past SOFTWARE_TITLE_RE // via words like "data", "director" and "technical". const PHARMA_ROLE_RE = /\b(clinical|pharmaceutical|drug\s+(substance|product)|ha?ematology|oncology|formulation|laborator|lab\s+technician|chemist|chemistry|biolog|preclinical|regulatory\s+affairs|medical\s+affairs|commercial\s+launch|veterinary|pathologist)\b/i; interface JobRoomAd { id: string; createdTime?: string; jobContent?: { externalUrl?: string | null; jobDescriptions?: Array<{ title: string; description?: string }>; company?: { name?: string; city?: string }; location?: { city?: string; cantonCode?: string }; }; } // jobs.ch links arrive with a tracking query string that would break dedup // across runs if it ever changes; the path alone identifies the posting. function stripTracking(url: string): string { try { const u = new URL(url); for (const k of [...u.searchParams.keys()]) { if (k.startsWith("utm_")) u.searchParams.delete(k); } return u.toString().replace(/\?$/, ""); } catch { return url; } } export async function fetchJobRoom(): Promise { const ads = new Map(); for (const keyword of JOBROOM_KEYWORDS) { process.stdout.write(` ${keyword} … `); let total = 0; for (let page = 0; page < 8; page++) { if (page > 0) await Bun.sleep(250); const res = await fetch(`${JOBROOM_API}?page=${page}&size=100`, { method: "POST", headers: { ...HEADERS, "Content-Type": "application/json", Accept: "application/json" }, body: JSON.stringify({ onlineSince: 30, displayRestricted: false, keywords: [keyword], cantonCodes: JOBROOM_CANTONS, workloadPercentageMin: 0, workloadPercentageMax: 100, }), }); if (!res.ok) { console.log(`failed (${res.status})`); break; } const hits = (await res.json()) as Array<{ jobAdvertisement?: JobRoomAd }>; for (const h of hits) { if (h.jobAdvertisement?.id) ads.set(h.jobAdvertisement.id, h.jobAdvertisement); } total += hits.length; if (hits.length < 100) break; } console.log(`${total} ads (${ads.size} unique)`); await Bun.sleep(250); } const jobs: Job[] = []; let langDropped = 0; for (const ad of ads.values()) { const content = ad.jobContent; const desc = content?.jobDescriptions?.[0]; if (!desc) continue; // Strip the highlighting the search API wraps around matched terms. const title = decodeHtml(desc.title.replace(/<[^>]+>/g, "")); if (!applyFilters(title)) continue; if (MS_STACK_RE.test(title)) continue; if (PHARMA_ROLE_RE.test(title)) continue; // A handful of ads ship without a description. isEnglishDescription passes // those through by design, so leave contentChecked unset and let index.ts // fall back to fetching the page. const body = desc.description ?? ""; const hasBody = body.trim().length > 40; if (hasBody && !isEnglishDescription(body)) { langDropped++; continue; } const city = content?.location?.city ?? content?.company?.city ?? ""; const canton = content?.location?.cantonCode ?? ""; jobs.push({ id: `jr-${ad.id}`, title, company: content?.company?.name ?? "", location: [city, canton].filter(Boolean).join(", ") || "Switzerland", postedAt: ad.createdTime?.slice(0, 10) ?? "", link: content?.externalUrl ? stripTracking(content.externalUrl) : `https://www.job-room.ch/job-search/${ad.id}`, search: "job-room.ch", source: "job-room.ch", contentChecked: hasBody, // only skip the re-check when we really judged a description }); } console.log(` ${ads.size} ads scanned, ${jobs.length} kept, ${langDropped} non-English`); return jobs; } // International organisations in the Basel region (BIS, Swiss TPH, Basel // Institute on Governance). Each board carries only a handful of postings, so // they're swept together under one label rather than one entry apiece. // // These are mission-driven employers whose tech roles use UN-flavoured titles // ("Information Management Officer", "ICT Specialist") that SOFTWARE_TITLE_RE // alone would drop, so INTL_TECH_RE widens the net for these boards only. // Boards this small can afford the extra noise; missing a rare opening can't. const INTL_TECH_RE = /\b(information\s*(management|systems?|technology)|ict\b|digital|geospatial|\bmis\b|data\s*(management|steward))\b/i; function applyIntlFilters(title: string): boolean { if (NON_ENGLISH_RE.test(title)) return false; if (JUNIOR_TITLE_RE.test(title)) return false; if (MS_STACK_RE.test(title)) return false; return SOFTWARE_TITLE_RE.test(title) || INTL_TECH_RE.test(title); } // BIS runs a JS-rendered career site with no usable API, so we read the UNjobs // mirror of its Basel office instead. Titles arrive as "Role, City, Country". async function fetchBis(): Promise { const jobs: Job[] = []; const res = await fetch( "https://unjobs.org/offices/bis_182320855689338880", { headers: HEADERS } ); if (!res.ok) { console.log(` BIS … failed (${res.status})`); return jobs; } const html = await res.text(); const cards = [...html.matchAll( /]+href="(https:\/\/unjobs\.org\/vacancies\/(\d+))"[\s\S]*?([^<]+)<\/span>([\s\S]*?)<\/a>/g )]; let kept = 0; for (const [, link, id, rawTitle, rest] of cards) { // "Senior Platform Engineer, Basel, Switzerland" → title + location const split = decodeHtml(rawTitle).match(/^(.*?),\s*([^,]+,\s*[^,]+)$/); const title = split ? split[1] : decodeHtml(rawTitle); const location = split ? split[2] : "Basel, Switzerland"; if (!applyIntlFilters(title)) continue; jobs.push({ id: `bis-${id}`, title, company: "Bank for International Settlements", location, postedAt: rest.match(/datetime="(\d{4}-\d{2}-\d{2})/)?.[1] ?? "", link, search: "bis.org", source: "bis.org", contentChecked: true, // BIS publishes in English only }); kept++; } console.log(` BIS … ${cards.length} ads, ${kept} kept`); return jobs; } // Swiss TPH runs Umantis. Site chrome is German even on English postings, so // isEnglishUrl would reject the lot — the title filters decide instead. async function fetchSwissTph(): Promise { const jobs: Job[] = []; const res = await fetch("https://jobs.swisstph.ch/Jobs/All", { headers: HEADERS }); if (!res.ok) { console.log(` Swiss TPH … failed (${res.status})`); return jobs; } const html = await res.text(); // One block per posting, opened by the subtitle link that carries the title. const blocks = html.split(/(?=]*class="HSTableLinkSubTitle")/).slice(1); let kept = 0; for (const block of blocks) { const hrefM = block.match(/href="(\/Vacancies\/(\d+)\/Description\/\d+)"/); const titleM = block.match(/class="HSTableLinkSubTitle"[^>]*>([^<]+)[\s\S]{0,300}?>\s*(\d{2})\.(\d{2})\.(\d{4})/); const locM = block.match(/>\s*Schweiz\s*-\s*([^<]+) { const jobs: Job[] = []; const res = await fetch("https://baselgovernance.org/about/careers", { headers: HEADERS }); if (!res.ok) { console.log(` Basel Governance … failed (${res.status})`); return jobs; } const html = await res.text(); // The `rounded-3xl` card class is what separates vacancy tiles from other // asset links on the page (the annual report PDF sits in a plain anchor). const cards = [...html.matchAll( /]*class="[^"]*rounded-3xl[^"]*"[\s\S]{0,400}?]*>([^<]+)<\/h2>([\s\S]{0,900})/g )]; let kept = 0; for (const [, link, assetId, rawTitle, rest] of cards) { const title = decodeHtml(rawTitle); if (!applyIntlFilters(title)) continue; const locM = rest.match(/map-pin[\s\S]{0,200}?<\/span>\s*([^<]+) { const jobs: Job[] = []; for (const fetchOrg of [fetchBis, fetchSwissTph, fetchBaselGovernance]) { try { jobs.push(...(await fetchOrg())); } catch (e) { console.log(` error: ${e}`); } await Bun.sleep(400); } return jobs; } // stellen-basel.ch — WordPress REST API export async function fetchStellenBasel(): Promise { const allJobs: Job[] = []; const seen = new Set(); for (let page = 1; page <= 30; page++) { if (page > 1) await Bun.sleep(400); process.stdout.write(` page ${page} … `); const res = await fetch( `https://www.stellen-basel.ch/wp-json/wp/v2/job-listings?per_page=100&page=${page}&_fields=id,title,date,link,meta`, { headers: { ...HEADERS, Accept: "application/json" } } ); if (!res.ok) { console.log("done"); break; } const data = (await res.json()) as Array<{ id: number; title: { rendered: string }; date: string; link: string; meta: { _company_name?: string; _job_location?: string }; }>; if (!data.length) { console.log("0 items"); break; } let newOnPage = 0; for (const item of data) { const title = decodeHtml(item.title.rendered); if (!applyFilters(title)) continue; const id = `sb-${item.id}`; if (seen.has(id)) continue; seen.add(id); allJobs.push({ id, title, company: item.meta._company_name ?? "", location: item.meta._job_location ?? "Basel", postedAt: item.date.slice(0, 10), link: item.link, search: "stellen-basel.ch", source: "stellen-basel.ch", }); newOnPage++; } console.log(`${data.length} items, ${newOnPage} new`); if (data.length < 100) break; } return allJobs; }