Upwork Scraper - Extract up to 10,000 Jobs per request

Experience seamless Upwork job extraction with fast access to comprehensive job data. Pull up to 10,000 jobs from a single search without any authentication hassles.

✨ Key Features

• 🔑 No Credentials Required: Simply configure your search parameters and start extracting. No cookies, login details, or complex authentication needed.
• 📈 High Volume Capacity: Extract up to 10,000 jobs per search - perfect for comprehensive market analysis and bulk data collection.
• ⚡ Fast Data Access: Get results quickly from our pre-indexed database. Optimized for speed and reliability.
• 🎯 Precision Filtering: 40+ filter parameters that work exactly as configured - budget, location, skills, client history, and more.
• 📊 Complete Job Data: Access all public job fields including budget details, client stats, vendor requirements, and application costs.

🛠️ How It Works

1. Configure Your Search: Set your desired filters - keywords, budget ranges, client requirements, experience levels
2. Set Volume Limit: Choose how many jobs to extract (1 to 10,000)
3. Run Extraction: Get results in clean, structured JSON format
4. Export or Integrate: Use with Clay, Zapier, Make, or export to your preferred format

Input Sample

{
    "limit": 100,
    "fromDate": "2025-01-13",
    "toDate": "2025-01-14",
    "jobCategories": ["Web Development"],
    "includeKeywords.keywords": ["React", "TypeScript"],
    "includeKeywords.matchTitle": true,
    "includeKeywords.matchDescription": true,
    "budget.hourlyRate.min": "50",
    "client.paymentMethodVerified": true,
    "client.includeLocations": [
        {"type": "COUNTRY", "value": "US"}
    ]
}

💰 Transparent Pricing & Performance

$0.003 per job ($3.00 per 1,000 jobs)

• Pay only for what you extract
• No subscriptions or hidden fees
• Platform costs included

Volume Examples with Timing

Jobs	Cost	Time
100 jobs	$0.30	~6 seconds
500 jobs	$1.50	~15 seconds
1,000 jobs	$3.00	~20 seconds
5,000 jobs	$15.00	~40 seconds
10,000 jobs	$30.00	~70 seconds

📖 How to Use Upwork Job Scraper (Best practice)

Daily Freelancer Monitor

{
    "limit": 200,
    "fromDate": "2025-01-13",  // Yesterday
    "toDate": "2025-01-14",    // Today
    "jobCategories": ["Web Development", "Mobile Development"],
    "includeKeywords.keywords": ["React", "Node.js", "TypeScript"],
    "includeKeywords.matchTitle": true,
    "includeKeywords.matchSkills": false,
    "includeKeywords.matchDescription": true,
    "budget.hourlyRate.min": "40",
    "client.includeLocations": [
        {"type": "COUNTRY", "value": "US"},
        {"type": "COUNTRY", "value": "CA"},
        {"type": "COUNTRY", "value": "GB"}
    ],
    "client.paymentMethodVerified": true
}

Agency Market Analysis

{
    "limit": 5000,
    "fromDate": "2025-01-01",
    "toDate": "2025-01-14",
    "jobCategories": ["Web Development", "Web & Mobile Design"],
    "budget.fixedPrice.min": "5000",
    "client.totalSpent.min": "10000",
    "client.minFeedbackScore": "4.0",
    "client.includeLocations": [
        {"type": "REGION", "value": "north_america"},
        {"type": "REGION", "value": "europe"}
    ],
    "vendor.experienceLevel": ["INTERMEDIATE", "EXPERT"]
}

Clay Automation Daily Pull

{
    "limit": 300,
    "fromDate": "2025-01-13T00:00:00Z",
    "toDate": "2025-01-13T23:59:59Z",
    "includeKeywords.keywords": ["SaaS", "B2B", "startup"],
    "includeKeywords.matchSkills": false,
    "includeKeywords.matchTitle": false,
    "includeKeywords.matchDescription": true,
    "budget.minClientHireRate": 50,
    "client.includeLocations": [
        {"type": "COUNTRY", "value": "US"}
    ],
    "client.paymentMethodVerified": true,
    "client.totalSpent.min": "5000"
}

Advanced Filtering Example

{
    "limit": 2000,
    "fromDate": "2025-01-01T12:30:00Z",
    "jobCategories": [
        "Web Development",
        "Web & Mobile Design"
    ],
    "includeKeywords.keywords": ["React", "TypeScript", "Next.js"],
    "includeKeywords.matchTitle": true,
    "includeKeywords.matchDescription": true,
    "includeKeywords.matchSkills": true,
    "excludeKeywords.keywords": ["WordPress", "PHP", "Shopify"],
    "excludeKeywords.matchTitle": true,
    "excludeKeywords.matchDescription": true,
    "excludeKeywords.matchSkills": true,
    "budget.hourlyRate.min": "40",
    "budget.hourlyRate.max": "150",
    "budget.jobDurations": [
        "UP_TO_THREE_MONTHS",
        "UP_TO_SIX_MONTHS",
        "MORE_THAN_SIX_MONTHS"
    ],
    "budget.minClientHireRate": 50,
    "client.paymentMethodVerified": true,
    "client.minFeedbackScore": "4.0",
    "client.includeLocations": [
        {"type": "COUNTRY", "value": "US"},
        {"type": "REGION", "value": "europe"},
        {"type": "COUNTRY", "value": "GB"}
    ],
    "client.totalSpent.min": "5000",
    "vendor.experienceLevel": ["INTERMEDIATE", "EXPERT"],
    "vendor.englishProficiency": "FLUENT"
}

📊 Output format

Clean, structured JSON with all job details:

{
    "uid": "1955020056847176693",
    "title": "React Developer for SaaS Platform",
    "description": "We are looking for an experienced React Developer to help us build and scale our SaaS platform for small-to-medium businesses. You’ll be working closely with our product and backend teams to deliver high-quality, performant, and maintainable features that enhance user experience and support rapid growth.",
    "createdAt": "2025-01-15T10:30:00.000Z",
    "skills": [
        "React",
        "TypeScript",
        "Node.js",
        "Redux",
        "REST APIs"
    ],
    "externalLink": "https://www.upwork.com/jobs/~021955020056847176693",
    "applicationCost": 6,
    "featured": false,
    "category": "Web Development",
    "ciphertext": "~021955020056847176693",
    "questions": null,
    "budget": {
        "fixedBudget": 5000,
        "hourlyRate": {
            "min": 40,
            "max": 80
        }
    },
    "client": {
        "name": "TechStartup Inc",
        "timezone": "America/New_York",
        "industry": "Technology",
        "companySize": 10,
        "countryCode": "US",
        "phoneNumberVerified": true,
        "paymentMethodVerified": true,
        "enterprise": false,
        "connectedAt": "2024-05-01T00:00:00.000Z",
        "stats": {
            "totalSpent": 125000,
            "totalHires": 42,
            "hireRate": 85,
            "avgRate": 65,
            "feedbackRate": 4.95,
            "feedbackCount": 38
        }
    },
    "vendor": {
        "hireType": "FREELANCER",
        "countryCodes": ["US", "CA", "UK"],
        "experienceLevel": "EXPERT",
        "englishLevel": "FLUENT"
    },
    "customJobScore": 4.8
}

📸 Output Sample

Field Descriptions

Core Fields:

• uid: Unique identifier for the job
• title: Job title/headline
• description: Job description
• createdAt: When the job was posted (ISO 8601)
• externalLink: Direct link to job on Upwork
• applicationCost: Connects required to apply
• featured: Whether it's a featured/promoted job
• category: Job category on Upwork
• ciphertext: Encoded job reference
• questions: Screening questions (array or null)
• customJobScore: Client quality score (0-5) based on verification status, ratings, hire history, and spending patterns

Budget Object:

• fixedBudget: Fixed price amount (0 if hourly)
• hourlyRate.min/max: Hourly rate range (null if fixed)

Client Object:

• name: Company/client name (may be null)
• timezone: Client's timezone (IANA format)
• industry: Client's industry sector
• companySize: Number of employees
• countryCode: 2-letter country code
• phoneNumberVerified: Phone verification status
• pymentMethodVerified: Payment method verified
• enterprise: Enterprise client flag
• connectedAt: When joined Upwork
• stats.totalSpent: Total spent on platform
• stats.totalHires: Number of hires made
• stats.hireRate: Percentage of jobs that result in hire
• stats.avgRate: Average hourly rate paid
• stats.feedbackRate: Average rating given (0-5)
• stats.feedbackCount: Number of feedback entries

Vendor Object:

• hireType: "FREELANCER", "AGENCY", or "ANY"
• countryCodes: Preferred freelancer locations
• experienceLevel: "BEGINNER", "INTERMEDIATE", or "EXPERT"
• englishLevel: "ANY", "BASIC", "CONVERSATIONAL", "FLUENT", or "NATIVE"

📋 Complete Input Parameters

⚙️ Basic Settings

Parameter	Type	Description	Example
limit	integer	Max jobs to return (1-10000)	1000
fromDate	string	Jobs posted after (YYYY-MM-DD or YYYY-MM-DDTHH:MM:SSZ)	"2025-01-01" or "2025-01-01T00:00:00Z"
toDate	string	Jobs posted before (YYYY-MM-DD or YYYY-MM-DDTHH:MM:SSZ)	"2025-12-31" or "2025-12-31T23:59:59Z"
jobCategories	array	Upwork category names	["Web Development", "UI/UX Design"]

🔎 Keyword Filters

Parameter	Type	Description	Example
includeKeywords.active	boolean	Enable include keywords	true
includeKeywords.keywords	array	Must contain these terms	["React", "Node.js"]
includeKeywords.matchTitle	boolean	Search in titles	true
includeKeywords.matchDescription	boolean	Search in descriptions	true
includeKeywords.matchSkills	boolean	Search in required skills	true
excludeKeywords.active	boolean	Enable exclude keywords	true
excludeKeywords.keywords	array	Exclude jobs with these terms	["WordPress", "PHP"]
excludeKeywords.matchTitle	boolean	Search in titles	true
excludeKeywords.matchDescription	boolean	Search in descriptions	true
excludeKeywords.matchSkills	boolean	Search in required skills	true

💰 Budget & Payment

Parameter	Type	Description	Example
budget.hourlyRate.min	string	Minimum hourly rate (USD)	"50"
budget.hourlyRate.max	string	Maximum hourly rate (USD)	"150"
budget.fixedPrice.min	string	Minimum fixed price (USD)	"1000"
budget.fixedPrice.max	string	Maximum fixed price (USD)	"10000"
budget.connectsPrice.min	integer	Minimum connects required	1
budget.connectsPrice.max	integer	Maximum connects required	10
budget.jobDurations	array	Contract lengths	["UP_TO_THREE_MONTHS"]
budget.hourlyWorkloads	array	Weekly commitment	["LESS_THAN_30_HOURS"]
budget.minClientHireRate	integer	Min hire rate (%)	50

🏢 Client Requirements

Parameter	Type	Description	Example
client.paymentMethodVerified	boolean	Verified payment only	true
client.minFeedbackScore	string	Min rating (0-5)	"4.5"
client.totalSpent.min	string	Minimum total spent (USD)	"10000"
client.totalSpent.max	string	Maximum total spent (USD)	"50000"
client.includeLocations	array	Client locations	[{"type": "COUNTRY", "value": "US"}]
client.excludeLocations	array	Exclude locations	[{"type": "COUNTRY", "value": "PK"}]
client.companySizeRange	array	Company sizes	["UP_TO_100_EMPLOYEES"]

👤 Vendor Preferences

Parameter	Type	Description	Example
vendor.experienceLevel	array	Required experience	["INTERMEDIATE", "EXPERT"]
vendor.englishProficiency	string	English level	"FLUENT"
vendor.type	array	Freelancer/Agency	["FREELANCER"]
vendor.includeLocations	array	Vendor locations	[{"type": "COUNTRY", "value": "US"}]
vendor.includeFeatured	boolean	Featured jobs only	true

Job Categories

Most Popular Categories:

• "Web Development" - Frontend, backend, full-stack
• "Mobile Development (Web/Mobile)" - Cross-platform mobile apps
• "Mobile Development (IT)" - Native iOS/Android development
• "UI/UX Design" - User interface and experience design
• "AI/ML Engineering" - Machine learning and AI projects
• "Data Science & Analytics" - Data analysis and visualization
• "Digital Marketing" - SEO, PPC, social media
• "Content Writing" - Articles, blogs, copywriting
• "Ecommerce Development" - Online stores, Shopify
• "DevOps Engineering" - CI/CD, cloud infrastructure

Development & Tech:

• "Web Development"
• "Mobile Development (Web/Mobile)"
• "Mobile Development (IT)"
• "Desktop Software Development"
• "Ecommerce Development"
• "Game Development"
• "Game Design & Development"
• "Blockchain & Cryptocurrency"
• "AI/ML Engineering"
• "Data Engineering"
• "Cloud Computing"
• "DevOps Engineering"
• "DevOps & Solution Architecture"
• "QA & Testing (Software)"
• "QA & Testing (Web/Mobile)"

Design & Creative:

• "UI/UX Design"
• "Product Design"
• "Visual Design"
• "Illustration & Design"
• "Web & Mobile Design"
• "3D Modeling & CAD"
• "Architecture & Interior Design"

Business & Admin:

• "Product Management (Business)"
• "Product Management (Tech)"
• "Project Management"
• "Business Analysis & Strategy"
• "Virtual Assistance"
• "Data Entry & Transcription"
• "Market Research"

Marketing & Sales:

• "Digital Marketing"
• "Social Media Marketing"
• "Content Writing"
• "Brand Strategy & Marketing"
• "Marketing Automation"
• "Sales & Business Development"

Note: Use exact category names as shown (case-sensitive). Full list of 70+ categories available.

🔔 Set Notifications

Notifications are ideal for real-time job monitoring when combined with scheduled runs. Get instant alerts for new opportunities directly to your preferred communication channel.

When to Use Notifications

• Real-time monitoring: Get alerts as soon as matching jobs appear
• Scheduled scraping: Receive job updates at regular intervals (every hour, daily, etc.)
• Team collaboration: Share opportunities with your team via Discord/Slack
• Personal alerts: Get notifications to your Telegram for urgent opportunities

Configuration Overview

Basic Settings

• Notification Limit: 1-20 jobs per platform (default: 3)
• Run Metadata: Optional summary message with run details and dataset URLs
• Platform Support: Telegram, Discord, and Slack

Setting Up Telegram Notifications

1. Create a Bot:

   • Message @BotFather on Telegram
   • Send /newbot and follow instructions
   • Save your bot token (e.g., 1234567890:ABCdefGHIjklMNOpqrsTUVwxyz)

2. Get Your Chat ID:

   • Message @userinfobot to get your personal chat ID
   • For channels: Add bot as admin, channel ID starts with -100

3. Configure in Actor:

{
    "notifications.telegram.token": "YOUR_BOT_TOKEN",
    "notifications.telegram.channelId": "YOUR_CHAT_ID",
    "notifications.limit": 5,
    "notifications.shouldSendRunMetadata": true
}

Setting Up Discord Notifications

1. Create a Bot:

   • Go to Discord Developer Portal
   • Create new application → Bot → Copy token
   • Add bot to server with "Send Messages" permission

2. Get Channel ID:

   • Enable Developer Mode in Discord settings
   • Right-click channel → Copy ID

3. Configure in Actor:

{
    "notifications.discord.token": "YOUR_BOT_TOKEN",
    "notifications.discord.channelId": "CHANNEL_ID",
    "notifications.limit": 10
}

Setting Up Slack Notifications

1. Create Slack App:

   • Go to api.slack.com/apps
   • Create new app → OAuth & Permissions
   • Add scopes: chat:write and channels:read
   • Install to workspace → Copy bot token (starts with xoxb-)

2. Add Bot to Channel:

   • Invite bot to your channel: /invite @your-bot-name

3. Configure in Actor:

{
    "notifications.slack.token": "xoxb-YOUR-TOKEN",
    "notifications.slack.channelId": "CHANNEL_ID",
    "notifications.limit": 5
}

Example: Real-Time Job Monitoring with Notifications

{
    // Search parameters
    "limit": 50,
    "fromDate": "2025-01-14T12:00:00Z",
    "toDate": "2025-01-14T14:00:00Z",
    "jobCategories": ["Web Development"],
    "includeKeywords.keywords": ["React", "urgent", "ASAP"],
    "budget.hourlyRate.min": "75",
    "client.paymentMethodVerified": true,

    // Notification settings
    "notifications.limit": 10,  // Send up to 10 newest jobs
    "notifications.shouldSendRunMetadata": true,  // Include run summary

    // Telegram configuration
    "notifications.telegram.token": "YOUR_TOKEN",
    "notifications.telegram.channelId": "YOUR_CHAT_ID",

    // Discord configuration (optional - can use multiple platforms)
    "notifications.discord.token": "YOUR_DISCORD_TOKEN",
    "notifications.discord.channelId": "YOUR_DISCORD_CHANNEL"
}

Notification Features

• Smart Filtering: Only the newest jobs matching your criteria are sent
• Run Metadata: Optional summary with total results, dataset URLs, and run details
• Multi-Platform: Send to multiple channels simultaneously
• Limit Control: Prevent notification spam with configurable limits (1-20)
• Schedule Compatible: Perfect for hourly/daily scheduled runs

Tips for Effective Notifications

1. Use with Schedules: Set up hourly runs with 10-30 minute overlap for real-time monitoring
2. Adjust Limits: Start with 3-5 notifications, increase if needed
3. Multiple Channels: Use Telegram for personal alerts, Discord/Slack for team
4. Filter Quality: Use strict filters to ensure only high-quality jobs trigger notifications
5. Metadata Option: Enable for first few runs to verify configuration

💡 Smart Usage Tips - Don't Pay Twice!

Live Job Monitoring (Near Real-Time)

⚠️ Use 10-30 minute overlap ONLY when scraping up to the present moment

Jobs can take up to 30 minutes to sync to our database. If you're monitoring live jobs (toDate = now), use overlap to catch delayed jobs:

// First run at 9:00 AM (scraping up to NOW)
{
    "limit": 50,
    "fromDate": "2025-01-14T07:00:00Z",
    "toDate": "2025-01-14T09:00:00Z"  // NOW
}

// Next run at 11:00 AM (scraping up to NOW)
{
    "limit": 50,
    "fromDate": "2025-01-14T08:30:00Z",  // 30-min overlap
    "toDate": "2025-01-14T11:00:00Z"     // NOW
}

// Next run at 1:00 PM (scraping up to NOW)
{
    "limit": 50,
    "fromDate": "2025-01-14T10:30:00Z",  // 30-min overlap
    "toDate": "2025-01-14T13:00:00Z"     // NOW
}

When to use overlap: Only when your toDate is the current time (live monitoring) Overlap duration: 10-30 minutes maximum (30 min for maximum safety)

Historical Data Collection (Past Jobs)

✅ NO overlap needed when scraping historical data

When collecting past jobs (not up to the present moment), use exact date boundaries:

// Day 1: Get January jobs
{
    "limit": 1000,
    "fromDate": "2025-01-01T00:00:00Z",
    "toDate": "2025-01-31T23:59:59Z"  // Past date - NO overlap needed
}

// Day 2: Get February jobs
{
    "limit": 1000,
    "fromDate": "2025-02-01T00:00:00Z",  // Exact boundary - no overlap
    "toDate": "2025-02-28T23:59:59Z"     // Past date - NO overlap needed
}

Daily Batch Collection (Previous Day's Jobs)

✅ NO overlap needed for daily historical pulls

// Monday: Get Sunday's jobs
{
    "fromDate": "2025-01-13T00:00:00Z",  // Sunday start
    "toDate": "2025-01-13T23:59:59Z"     // Sunday end - NO overlap
}

// Tuesday: Get Monday's jobs
{
    "fromDate": "2025-01-14T00:00:00Z",  // Monday start - exact boundary
    "toDate": "2025-01-14T23:59:59Z"     // Monday end - NO overlap
}

Key Rule: Overlap is ONLY for live monitoring when toDate = current time

Cost-Effective Filtering

Start with strict filters to minimize costs:

• Use "client.paymentMethodVerified": true to filter serious clients
• Set "budget.minClientHireRate": 50 to avoid job collectors
• Add "client.totalSpent.min": "1000" for proven clients

🔧 Integration Options

Automation Platforms

• Clay.com - Direct table import with enrichment
• Make/Zapier - 5000+ app connections
• n8n - Self-hosted workflows
• API - REST API for custom integrations

Export Formats

• JSON (default)
• CSV
• Direct to Google Sheets
• Webhook delivery

🔄 n8n Integration Example

n8n is a powerful workflow automation tool that works perfectly with our Upwork Job Scraper. Here's a complete example workflow that scrapes jobs hourly and sends notifications to Slack.

n8n Workflow: easily expandable minimal example

Import this workflow JSON directly into n8n:

{
  "nodes": [
    {
      "parameters": {
        "rule": {
          "interval": [
            {
              "field": "minutes"
            }
          ]
        }
      },
      "name": "Schedule Trigger",
      "type": "n8n-nodes-base.scheduleTrigger",
      "typeVersion": 1,
      "position": [
        -176,
        -32
      ],
      "id": "237b1913-b1db-48fe-84ac-71a066ee7685"
    },
    {
      "parameters": {
        "operation": "Run actor and get dataset",
        "actorId": {
          "__rl": true,
          "value": "YdYsB7rsRY0EUb1lP",
          "mode": "list",
          "cachedResultName": "Upwork Job Scraper | Scrape up to 10k Jobs ✨ (upwork-vibe/upwork-job-scraper)",
          "cachedResultUrl": "https://console.apify.com/actors/YdYsB7rsRY0EUb1lP/input"
        },
        "customBody": "={\n    \"limit\": 100,\n    \"fromDate\": \"{{ $now.minus(5, 'minutes').toUTC().toString() }}\",\n    \"toDate\": \"{{ $now.toUTC().toString() }}\",\n    \"jobCategories\": [\"Web Development\"]\n}"
      },
      "name": "Run Upwork Scraper",
      "type": "@apify/n8n-nodes-apify.apify",
      "typeVersion": 1,
      "position": [
        48,
        -32
      ],
      "id": "03ef964f-d758-436d-a47a-62b49168d9c3",
      "credentials": {
        "apifyApi": {
          "id": "x5aAtsWTvkSeaXn9",
          "name": "Apify account"
        }
      }
    }
  ],
  "connections": {
    "Schedule Trigger": {
      "main": [
        [
          {
            "node": "Run Upwork Scraper",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "pinData": {},
  "meta": {
    "templateCredsSetupCompleted": true,
    "instanceId": "b1f96afe5804f8bb3692e38aeb44df7e1ef44f291dd2e3122a0e54fe737453c0"
  }
}

📚 API Documentation

Node.js

import { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });
const run = await client.actor('upwork-vibe/upwork-job-scraper').call(input);

Python

from apify_client import ApifyClient
client = ApifyClient('YOUR_API_TOKEN')
run = client.actor('upwork-vibe/upwork-job-scraper').call(input)

REST API

curl -X POST "https://api.apify.com/v2/acts/upwork-vibe~upwork-job-scraper/runs?token=YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "limit": 100,
    "includeKeywords.active": true,
    "includeKeywords.keywords": ["react", "javascript"],
    "includeKeywords.matchSkills": false,
    "includeKeywords.matchTitle": true,
    "includeKeywords.matchDescription": true
}'

---

📍 Location Reference Guide

How to Use Locations

Locations in client.includeLocations, client.excludeLocations, and vendor.includeLocations use this format:

{"type": "COUNTRY", "value": "US"}  // For countries
{"type": "REGION", "value": "europe"} // For regions

Common Country Codes (ISO 3166-1 alpha-2)

Country	Code	Country	Code
United States	US	United Kingdom	GB
Canada	CA	Australia	AU
Germany	DE	France	FR
Netherlands	NL	Switzerland	CH
Sweden	SE	Denmark	DK
Norway	NO	Finland	FI
Spain	ES	Italy	IT
Poland	PL	Ukraine	UA
India	IN	Pakistan	PK
Bangladesh	BD	Philippines	PH
Singapore	SG	Japan	JP
Brazil	BR	Mexico	MX
Argentina	AR	Israel	IL
United Arab Emirates	AE	South Africa	ZA

Available Regions

Region	Value	Includes
North America	north_america	US, CA, MX
Europe	europe	All EU countries + UK, CH, NO
Asia	asia	All Asian countries
South America	south_america	All South American countries
Africa	africa	All African countries
Oceania	oceania	AU, NZ, Pacific Islands

Example Usage

// Include only US and European clients
"client.includeLocations": [
    {"type": "COUNTRY", "value": "US"},
    {"type": "REGION", "value": "europe"}
]

// Exclude specific countries
"client.excludeLocations": [
    {"type": "COUNTRY", "value": "PK"},
    {"type": "COUNTRY", "value": "BD"},
    {"type": "COUNTRY", "value": "IN"}
]

// Vendor location preferences
"vendor.includeLocations": [
    {"type": "REGION", "value": "north_america"},
    {"type": "COUNTRY", "value": "PH"}
]

Note: For the complete list of ISO country codes, see ISO 3166-1 alpha-2

🔍 Troubleshooting

Getting 0 Results?

1. Check your date range - Ensure dates aren't in the future
2. Verify category names - Must match exactly from the enum list (e.g., "Web Development" not "Web Dev")
3. Remove filters progressively - Start broad, then add filters one by one
4. Check parameter structure - Use dot notation format (e.g., "budget.hourlyRate.min": "50")

Validation Errors?

1. Use dot notation - Not nested objects: "includeKeywords.active": true ✅ vs {"includeKeywords": {"active": true}} ❌
2. Exact category names - "Mobile Development (Web/Mobile)" not "Mobile Development"
3. Location format - Must have both fields: {"type": "COUNTRY", "value": "US"}
4. Quote string values - Budget amounts must be strings: "50" not 50

Performance Issues?

1. Start small - Test with limit: 100 before scaling up
2. Simplify filters - Complex keyword combinations slow processing
3. Segment large requests - Use date ranges to break up big searches
4. Avoid overlapping filters - Don't use contradictory include/exclude rules

Unexpected Costs?

1. Always set limit - Without it, you might pull thousands of jobs
2. Test first - Start with limit: 10 to verify your filters work
3. Check itemCount - Monitor response counts before scaling up
4. Remember billing - You pay $0.003 per job returned, not per API call

✏️ Support

⚡ Feel free to reach out to the developer for any issues or suggestions for improvement.

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