Pricing

from $0.90 / 1,000 results

Glints Job Scraper [Just 💰$0.9] — SEA Jobs & Salaries

💰 $0.9 per 1,000 jobs — the cheapest Glints scraper. Scrape glints.com listings across Indonesia · Vietnam · Singapore · Malaysia & Taiwan; salary ranges · required skills & company data as structured JSON. Incremental mode tracks new and changed jobs.

Pricing

from $0.90 / 1,000 results

Rating

0.0

(0)

Developer

Black Falcon Data

Actor stats

Bookmarked

Total users

Monthly active users

9 days ago

Last modified

Categories

Jobs

Lead generation

Automation

🔍 Search Term(s)

query

Optional

Job keyword(s), e.g. "software engineer". Leave empty to browse the newest jobs for the selected country. Paste a JSON array (e.g. ["developer","designer"]) to run several searches in one run.

Type:string

🌍 Country

country

Optional

Which Southeast Asian market to search.

Type:string

Default:ID

Options:

IDVNSGMYTW

💼 Job Type

jobType

Optional

Filter by employment type. Leave empty for all types. Each filter also widens coverage (Glints caps results per search, so filtering pulls a fresh result set).

Type:string

Default:

Options:

FULL_TIMEPART_TIMECONTRACTINTERNSHIPPROJECT_BASED

🏢 Work Arrangement

workArrangement

Optional

Filter by on-site / hybrid / remote. Leave empty for all.

Type:string

Default:

Options:

ONSITEHYBRIDREMOTE

🎓 Education Level

educationLevel

Optional

Filter by minimum education. Leave empty for all.

Type:string

Default:

Options:

PRIMARY_SCHOOLSECONDARY_SCHOOLHIGH_SCHOOLDIPLOMACOLLEGE_DEGREEBACHELOR_DEGREEMASTER_DEGREE

💰 Minimum Salary

minSalary

Optional

Only jobs offering at least this amount (in the currency below). Leave 0 to disable.

Type:integer

Minimum:0

Default:0

💱 Salary Currency

salaryCurrency

Optional

Currency for the minimum salary filter (e.g. IDR, VND, SGD, MYR, TWD). Match the selected country.

Type:string

🕒 Posted Within

lastUpdated

Optional

Only jobs posted/updated within this window.

Type:string

Default:ANY_TIME

Options:

ANY_TIMEPAST_24_HOURSPAST_WEEKPAST_MONTH

↕️ Sort By

sortBy

Optional

Result ordering. Relevance (default) or newest first.

Type:string

Default:

Options:

LATEST

💯 Max Results

maxResults

Optional

Maximum total results (0 = unlimited). Note: Glints returns up to ~79 jobs per keyword+country search — use several keywords to widen coverage.

Type:integer

Minimum:0

Maximum:1000

Default:25

📋 Include Full Details

includeDetails

Optional

Fetch full job details.

Type:boolean

Default:true

✂️ Description Max Length

descriptionMaxLength

Optional

Truncate description to N chars. 0 = no truncation.

Type:integer

Minimum:0

Default:0

📦 Compact Output

compact

Optional

Core fields only (for AI-agent/MCP workflows).

Type:boolean

Default:false

📝 Description Format

descriptionFormat

Optional

Which description representations to emit. all keeps description + descriptionText + descriptionHtml + descriptionMarkdown (default, back-compat). text / html / markdown keep only one variant — typically halves output size.

Type:string

Default:all

Options:

alltexthtmlmarkdown

🧹 Exclude Empty Fields

excludeEmptyFields

Optional

Drop null / empty-string / empty-array fields (and fully-null nested objects like socialProfiles) from each output record. Off by default to preserve dataset schema compatibility; turn on to slim output for LLM / agent consumption.

Type:boolean

Default:false

♻️ Incremental Mode

incrementalMode

Optional

Compare against previous run state. stateKey is optional — defaults to a stable key derived from your search inputs (query and country) so different searches never share state.

Type:boolean

Default:false

🔑 State Key

stateKey

Optional

Optional. Stable identifier for the tracked search universe. Leave empty to auto-generate from search inputs.

Type:string

♻️ Emit Unchanged

emitUnchanged

Optional

Also emit jobs that have not changed since the last run (incrementalMode only).

Type:boolean

Default:false

🚫 Skip Reposts

skipReposts

Optional

When incremental, skip jobs whose content matches an expired job from a prior run (cross-run repost detection).

Type:boolean

Default:false

🔑 Telegram Bot Token

telegramToken

Optional

Telegram bot token (from @BotFather). Required for Telegram notifications.

Type:string

💬 Telegram Chat ID

telegramChatId

Optional

Telegram chat or channel ID (e.g. "-100123456789"). Required when telegramToken is set.

Type:string

🎮 Discord Webhook URL

discordWebhookUrl

Optional

Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook.

Type:string

💼 Slack Webhook URL

slackWebhookUrl

Optional

Slack incoming webhook URL. api.slack.com/messaging/webhooks.

Type:string

📊 Max Jobs Per Notification

notificationLimit

Optional

Maximum number of jobs included in each notification message (1–20).

Type:integer

Minimum:1

Maximum:20

Default:5

🔄 Notify Only New/Updated

notifyOnlyChanges

Optional

When Incremental Mode is on, only send notifications for NEW and UPDATED jobs. Has no effect outside incremental mode.

Type:boolean

Default:false

📱 WhatsApp Access Token

whatsappAccessToken

Optional

WhatsApp Cloud API permanent access token (System User token from Meta Business). Recipient must have messaged the business number within the last 24h (service-conversation window — free since Nov 2024).

Type:string

📞 WhatsApp Phone Number ID

whatsappPhoneNumberId

Optional

Your WhatsApp Business phone-number ID (numeric, from Meta dashboard). Required when whatsappAccessToken is set.

Type:string

📲 WhatsApp Recipient

whatsappTo

Optional

Recipient phone in E.164 format without + (e.g. "436641234567"). Recipient must have messaged your business number within last 24h.

Type:string

🪝 Generic Webhook URL

webhookUrl

Optional

Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends.

Type:string

📋 Webhook Headers

webhookHeaders

Optional

Optional JSON object of custom headers (e.g. {"Authorization":"Bearer ..."}).

Type:object

Send results to a connected app

appConnector

Optional

Optional. Pick a connected app under Settings → API & Integrations to receive your results (including any contact details). Best-effort across MCP connectors as Apify expands its catalog.

Type:string

Issue tracker team

mcpIssueTeam

Optional

Only when the connected app is an issue tracker: the team (name or ID) the summary issue is created under, if that app requires one.

Type:string

🔗 Paste / Direct URLs

startUrls

Optional

One or more Glints job listing URLs to process directly. When set, other search filters are ignored.

Type:string[]

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