# PracticeLink Physician Jobs Search Scraper (`jobsapi/practicelink-jobs-search-scraper`) Actor Scrape physician and healthcare job listings from PracticeLink.com. Extract detailed postings including employer info, specialty, location, recruitment type, and categories with advanced pagination handling. - **URL**: https://apify.com/jobsapi/practicelink-jobs-search-scraper.md - **Developed by:** [Jobs API](https://apify.com/jobsapi) (community) - **Categories:** Jobs, Automation, Developer tools - **Stats:** 2 total users, 1 monthly users, 66.7% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## PracticeLink Physician Jobs Search Scraper Scrape physician and healthcare job listings from PracticeLink.com. Extract detailed postings including employer info, specialty, location, recruitment type, and categories with advanced pagination handling. ### Features - **Keyword search** — find content by keyword, search term, or topic - **Direct URL mode** — scrape specific pages by providing target URLs - **Location filtering** — narrow results to specific cities, regions, or countries - **Category/industry filtering** — narrow results by category, topic, or vertical ### Use Cases - **Healthcare recruitment market analysis** — search physician and healthcare job postings by specialty, location, and recruitment type - **Physician job trend tracking** — monitor openings for specific physician roles across US states and facilities - **Medical talent acquisition research** — analyze employer types, recruitment models (permanent, locum, employed), and facility sizes - **Healthcare employer competitive intelligence** — track which healthcare systems and facilities are actively recruiting in target specialties ### Sample Input ```json { "mode": "search", "keywords": "family medicine", "location": "", "state": "", "recruitmentType": "", "category": "", "maxJobs": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "US" } } ```` ### Sample Output ```json { "jobTitle": "Family Medicine Physician", "companyName": "Mayo Clinic", "location": "Rochester, MN", "postedDate": "2025-06-10T00:00:00.000Z", "jobUrl": "https://www.practicelink.com/job/123456", "description": "Mayo Clinic is seeking a Board-Certified Family Medicine Physician to join our established practice...", "searchQuery": "family medicine", "searchLocation": "", "scrapedAt": "2025-06-11T14:00:00.000Z" } ``` ### Input | Field | Type | Default | Required | Description | |-------|------|---------|----------|-------------| | `mode` | string | `search` | | Search by keyword/specialty or scrape specific job URLs. Options: `search`, `jobUrl` | | `keywords` | string | `—` | | Physician specialty or keywords (e.g. 'cardiologist', 'orthopedic surgeon', 'family medicine', 'radiology') | | `location` | string | `—` | | City, state, or region (e.g. 'Texas', 'New York', 'Chicago IL'). Leave empty for nationwide. | | `state` | string | ``| | US state abbreviation (e.g. TX, CA, NY, FL). Overrides location state filter if provided. | | `recruitmentType` | string |`` | | Filter by opportunity type. Options: ``, `permanent`, `locum`, `employed`, `partnership`, `academic` | | `category` | string | `` | | Broad specialty category | | `startUrls` | array | `—` | | Direct PracticeLink job listing URLs. Used when mode is 'jobUrl'. | | `maxJobs` | integer | `50` | | Maximum number of job listings to extract | | `proxyConfiguration` | object | Apify Residential | | Proxy settings. Residential proxy is strongly recommended | | `experienceLevel` | string | — | | Filter by minimum experience level: Entry Level, Mid Level, Senior Level, Executive, Director. | | `salaryMin` | integer | — | | Minimum salary filter (in USD). Only show jobs paying at least this amount. | | `salaryMax` | integer | — | | Maximum salary filter (in USD). Only show jobs paying at most this amount. | | `remoteFilter` | string | — | | Filter by work location type: Remote, Hybrid, On-site. | | `educationLevel` | string | — | | Filter by minimum education level: High School, Associate Degree, Bachelor's, Master's, Doctorate. | ### Output Each scraped item includes: | Field | Description | |-------|-------------| | `jobId` | Job id | | `employerJobId` | Employer job id | | `title` | Full product or listing title | | `facilityName` | Facility name | | `parentOrganization` | Parent organization | | `location` | Job or listing location (city or remote flag) | | `stateCode` | State code | | `specialty` | Specialty | | `providerType` | Provider type | | `categories` | Full category breadcrumb path as an array | | `recruitmentType` | Recruitment type | | `description` | Full description text | | `jobUrl` | Job url | | `scrapedAt` | Timestamp when this item was scraped (ISO 8601) | ### Notes - **Proxy**: Residential proxy is highly recommended — set `proxyConfiguration: { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }` - **Rate limits**: Keep result limits reasonable per run to avoid IP bans - **Scheduling**: Use Apify Scheduler to run this actor on a recurring basis for a consistently fresh dataset # Actor input Schema ## `mode` (type: `string`): Search by keyword/specialty or scrape specific job URLs ## `keywords` (type: `string`): Physician specialty or keywords (e.g. 'cardiologist', 'orthopedic surgeon', 'family medicine', 'radiology') ## `location` (type: `string`): City, state, or region (e.g. 'Texas', 'New York', 'Chicago IL'). Leave empty for nationwide. ## `state` (type: `string`): US state abbreviation (e.g. TX, CA, NY, FL). Overrides location state filter if provided. ## `recruitmentType` (type: `string`): Filter by opportunity type ## `category` (type: `string`): Broad specialty category ## `startUrls` (type: `array`): Direct PracticeLink job listing URLs. Used when mode is 'jobUrl'. ## `maxJobs` (type: `integer`): Maximum number of job listings to extract ## `proxyConfiguration` (type: `object`): Optionally, use Apify Proxy or custom HTTP proxy to avoid IP address-based blocking. ## `experienceLevel` (type: `string`): Filter by minimum experience level required for the position. ## `salaryMin` (type: `integer`): Minimum salary filter (in local currency). Only show jobs paying at least this amount. ## `salaryMax` (type: `integer`): Maximum salary filter (in local currency). Only show jobs paying at most this amount. ## `remoteFilter` (type: `string`): Filter by work location type. ## `educationLevel` (type: `string`): Filter by minimum education level required. ## Actor input object example ```json { "mode": "search", "keywords": "family medicine", "state": "", "recruitmentType": "", "category": "", "maxJobs": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" }, "experienceLevel": "", "remoteFilter": "", "educationLevel": "" } ``` # Actor output Schema ## `dataset` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "keywords": "family medicine", "location": "", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }; // Run the Actor and wait for it to finish const run = await client.actor("jobsapi/practicelink-jobs-search-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "keywords": "family medicine", "location": "", "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "IN", }, } # Run the Actor and wait for it to finish run = client.actor("jobsapi/practicelink-jobs-search-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "keywords": "family medicine", "location": "", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }' | apify call jobsapi/practicelink-jobs-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=jobsapi/practicelink-jobs-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "PracticeLink Physician Jobs Search Scraper", "description": "Scrape physician and healthcare job listings from PracticeLink.com. Extract detailed postings including employer info, specialty, location, recruitment type, and categories with advanced pagination handling.", "version": "1.0", "x-build-id": "eyBvoa8wv2OW7yLzG" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/jobsapi~practicelink-jobs-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-jobsapi-practicelink-jobs-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/jobsapi~practicelink-jobs-search-scraper/runs": { "post": { "operationId": "runs-sync-jobsapi-practicelink-jobs-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/jobsapi~practicelink-jobs-search-scraper/run-sync": { "post": { "operationId": "run-sync-jobsapi-practicelink-jobs-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "mode": { "title": "Scraping Mode", "enum": [ "search", "jobUrl" ], "type": "string", "description": "Search by keyword/specialty or scrape specific job URLs", "default": "search" }, "keywords": { "title": "Specialty / Keywords", "type": "string", "description": "Physician specialty or keywords (e.g. 'cardiologist', 'orthopedic surgeon', 'family medicine', 'radiology')" }, "location": { "title": "Location", "type": "string", "description": "City, state, or region (e.g. 'Texas', 'New York', 'Chicago IL'). Leave empty for nationwide." }, "state": { "title": "State (US)", "type": "string", "description": "US state abbreviation (e.g. TX, CA, NY, FL). Overrides location state filter if provided.", "default": "" }, "recruitmentType": { "title": "Recruitment Type", "enum": [ "", "permanent", "locum", "employed", "partnership", "academic" ], "type": "string", "description": "Filter by opportunity type", "default": "" }, "category": { "title": "Specialty Category", "enum": [ "", "primary-care", "surgical", "internal-medicine", "emergency-medicine", "radiology", "psychiatry", "pediatrics", "obstetrics-gynecology", "anesthesiology" ], "type": "string", "description": "Broad specialty category", "default": "" }, "startUrls": { "title": "Job URLs", "type": "array", "description": "Direct PracticeLink job listing URLs. Used when mode is 'jobUrl'.", "items": { "type": "string" } }, "maxJobs": { "title": "Maximum Jobs", "minimum": 1, "maximum": 500, "type": "integer", "description": "Maximum number of job listings to extract", "default": 50 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Optionally, use Apify Proxy or custom HTTP proxy to avoid IP address-based blocking.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }, "experienceLevel": { "title": "Experience Level", "enum": [ "", "entry", "mid", "senior", "executive", "director" ], "type": "string", "description": "Filter by minimum experience level required for the position.", "default": "" }, "salaryMin": { "title": "Minimum Salary", "minimum": 0, "type": "integer", "description": "Minimum salary filter (in local currency). Only show jobs paying at least this amount." }, "salaryMax": { "title": "Maximum Salary", "minimum": 0, "type": "integer", "description": "Maximum salary filter (in local currency). Only show jobs paying at most this amount." }, "remoteFilter": { "title": "Remote / On-site / Hybrid", "enum": [ "", "remote", "hybrid", "onsite" ], "type": "string", "description": "Filter by work location type.", "default": "" }, "educationLevel": { "title": "Education Level", "enum": [ "", "high_school", "associate", "bachelor", "master", "doctorate" ], "type": "string", "description": "Filter by minimum education level required.", "default": "" } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```