# Hirist.tech IT Jobs Scraper (`logiover/hirist-tech-scraper`) Actor

Scrape tech and IT job listings from Hirist.tech — India's #1 niche IT job portal with 50K+ active listings. Extract salary, skills, experience, company, recruiter info and full job description. Supports keyword search, city and experience filters.

- **URL**: https://apify.com/logiover/hirist-tech-scraper.md
- **Developed by:** [Logiover](https://apify.com/logiover) (community)
- **Categories:** Jobs, Automation, Developer tools
- **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.50 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## 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

## Hirist.tech IT Jobs Scraper

Extract structured IT job listings from **[Hirist.tech](https://www.hirist.tech)** — India's #1 niche tech job portal with 4M+ registered professionals and 50K+ active listings. Salary ranges, tech skills, experience levels, recruiter info and full job descriptions — all in one place.

[![Apify Actor](https://img.shields.io/badge/Apify-Actor-blue)](https://apify.com)
[![Built with Crawlee](https://img.shields.io/badge/Built%20with-Crawlee-orange)](https://crawlee.dev)
[![Playwright](https://img.shields.io/badge/Engine-Playwright-green)]()

---

### Why Hirist.tech

Hirist.tech is India's most respected platform for IT and tech hiring. Unlike generic job boards, every listing here is tech-focused — with structured salary data in LPA, tech stack tags, and seniority levels. No existing Apify actor scrapes it properly.

**What makes this actor different:**
- **Salary data** — Every listing shows salary in LPA (Lakhs Per Annum). Parsed into `salaryMin` and `salaryMax` numbers
- **Tech stack as structured data** — Skills extracted as an array, not buried in text
- **Recruiter info** — Name and contact details when available
- **API interception** — The actor captures Hirist's own JSON API responses during page load, delivering clean pre-structured data without fragile DOM parsing
- **Full pagination** — Scrapes all pages, not just the first

---

### How It Works

Hirist.tech is a React Single Page Application. The actor uses Playwright to load each page and intercepts the XHR/fetch API calls that Hirist fires to load job data. This gives pre-structured JSON directly — no DOM parsing required in most cases. A DOM fallback handles edge cases.

**Flow:**
1. Build search URLs from keyword × city combinations
2. Load each search page with Playwright
3. Intercept Hirist's JSON API response → parse job cards
4. Optionally open each detail page for full description, exact salary and recruiter info
5. Paginate until `maxPages` or `maxJobs` reached

---

### Supported Tech Categories

Hirist.tech covers the full India IT job spectrum. Any keyword that appears in the URL pattern `/k/{keyword}-jobs` works:

| Category | Keywords |
|---|---|
| Backend | `java`, `python`, `node-js`, `golang`, `ruby`, `php` |
| Frontend | `react`, `angular`, `vue-js`, `javascript`, `typescript` |
| Mobile | `android`, `ios`, `react-native`, `flutter` |
| Data & AI | `data-science`, `machine-learning`, `deep-learning`, `data-engineering`, `nlp` |
| DevOps & Cloud | `devops`, `aws`, `azure`, `gcp`, `kubernetes`, `docker` |
| Database | `sql`, `mongodb`, `postgresql`, `elasticsearch`, `redis` |
| QA | `selenium`, `cypress`, `appium`, `performance-testing` |
| Security | `cybersecurity`, `penetration-testing`, `soc` |
| Architecture | `solution-architect`, `microservices`, `system-design` |
| All jobs | Leave `keywords` empty |

---

### Input

```json
{
  "keywords": ["python", "data-science", "devops"],
  "cities": ["bangalore", "hyderabad", "pune"],
  "experience": "2-5",
  "maxJobs": 300,
  "maxPages": 10,
  "scrapeDetails": true,
  "requestDelay": 1000,
  "maxConcurrency": 2
}
````

#### Parameters

| Parameter | Type | Default | Description |
|---|---|---|---|
| `keywords` | array | `[]` | Tech keywords to search. Empty = all jobs |
| `cities` | array | `[]` | City filters. Empty = all India |
| `experience` | string | `""` | Experience filter: `0-2`, `2-5`, `5-10`, `10+` or empty |
| `maxJobs` | integer | `100` | Max total jobs to scrape (0 = unlimited) |
| `maxPages` | integer | `10` | Max pages per keyword+city (0 = unlimited) |
| `scrapeDetails` | boolean | `true` | Open detail pages for full description + recruiter |
| `requestDelay` | integer (ms) | `1000` | Delay between page navigations |
| `maxConcurrency` | integer | `2` | Parallel browser tabs |

***

### Output

Each job is saved as one JSON record. Example:

```json
{
  "jobId": "1596353",
  "url": "https://www.hirist.tech/j/senior-python-engineer-at-razorpay-1596353",
  "title": "Senior Python Engineer",
  "company": "Razorpay",
  "companyType": "Product",
  "location": "Bangalore",
  "isRemote": false,
  "salaryMin": 25,
  "salaryMax": 40,
  "salaryRaw": "25 - 40 LPA",
  "experienceMin": 4,
  "experienceMax": 8,
  "experienceRaw": "4 - 8 Yrs",
  "skills": ["Python", "Django", "FastAPI", "PostgreSQL", "Redis", "AWS", "Microservices"],
  "description": "We are looking for a Senior Python Engineer to join our Payments Infrastructure team...",
  "recruiterName": "Priya Sharma",
  "postedAt": "2 days ago",
  "keyword": "python",
  "scrapedAt": "2026-04-15T10:00:00.000Z"
}
```

#### Output Fields

| Field | Type | Description |
|---|---|---|
| `jobId` | string | Unique Hirist job ID |
| `url` | string | Job detail page URL |
| `title` | string | Job title |
| `company` | string | Hiring company name |
| `companyType` | string | Product / Service / Startup / MNC |
| `location` | string | City or cities |
| `isRemote` | boolean | Remote/WFH flag |
| `salaryMin` | number | Minimum salary in LPA |
| `salaryMax` | number | Maximum salary in LPA |
| `salaryRaw` | string | Salary as displayed (`"25 - 40 LPA"`) |
| `experienceMin` | number | Min years of experience |
| `experienceMax` | number | Max years of experience |
| `experienceRaw` | string | Experience as displayed (`"4 - 8 Yrs"`) |
| `skills` | array | Required tech skills |
| `description` | string | Full job description |
| `recruiterName` | string | HR/recruiter contact name |
| `postedAt` | string | Post date/time |
| `keyword` | string | Keyword used to find this job |
| `scrapedAt` | string | Scrape timestamp (ISO 8601) |

#### Download Formats

JSON, JSONL, CSV, XLSX, XML — all available from Apify Console Dataset tab.

***

### Use Cases

- **Salary benchmarking** — `salaryMin`/`salaryMax` in LPA for every role. Compare Python vs Java vs DevOps pay across Indian cities
- **Tech stack demand analysis** — Which skills appear most across 50K+ listings? `skills` array enables aggregation
- **Recruiter outreach lists** — `recruiterName` for direct HR contacts
- **Job market monitoring** — Schedule daily runs to track new listings for specific tech stacks in target cities
- **Startup vs MNC intelligence** — `companyType` field lets you filter product companies from service firms
- **AI / LLM grounding** — `description` + `skills` + `salaryRaw` as structured context for job-matching agents, resume gap analysis or market research

***

### Automation & Integration

#### n8n / Make / Zapier

Schedule runs and route results to Google Sheets, Airtable, Slack alerts or CRM. Example: run daily for `machine-learning` in Bangalore, push new listings to a Slack channel.

#### Apify API

```bash
## Start a run
curl -X POST "https://api.apify.com/v2/acts/YOUR_ACTOR_ID/runs?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "keywords": ["python", "data-science"],
    "cities": ["bangalore"],
    "maxJobs": 500,
    "scrapeDetails": true
  }'

## Get results
curl "https://api.apify.com/v2/datasets/YOUR_DATASET_ID/items?token=YOUR_TOKEN&format=json"
```

#### AI Pipelines

All fields are typed and consistently named. Integrate directly with LangChain, LlamaIndex or OpenAI function-calling for:

- Resume-to-job matching
- Salary prediction models
- India IT market trend analysis

***

### Technical Notes

- Hirist.tech is a React SPA — standard HTTP crawlers return empty pages
- This actor uses **Playwright** to fully render the React app
- **API interception** captures Hirist's own JSON API during page load — faster and more reliable than DOM parsing
- **DOM fallback** activates if API interception misses data
- Salary is in **LPA (Lakhs Per Annum)** — multiply by 100,000 for INR annual value
- Pagination uses `?page=N` query parameter or Next button click

***

### Legal & Ethical Use

Users are responsible for compliance with [Hirist.tech Terms of Service](https://www.hirist.tech/terms) and applicable Indian data protection regulations. Use reasonable delays and do not republish individual recruiter personal data.

***

### Changelog

| Version | Date | Notes |
|---|---|---|
| 1.0.0 | 2025-04-15 | Initial release — API intercept + DOM fallback, keyword/city/experience filters, full pagination |

# Actor input Schema

## `keywords` (type: `array`):

One or more job search keywords. Each keyword generates a separate search. Examples: 'python', 'react', 'java', 'data-science', 'devops', 'machine-learning', 'node-js', 'aws', 'android', 'ios'. Maps to hirist.tech URL: /k/{keyword}-jobs

## `cities` (type: `array`):

Filter by city. Maps to hirist.tech city filter. Examples: 'bangalore', 'delhi', 'mumbai', 'hyderabad', 'pune', 'chennai', 'noida', 'gurgaon'. Leave empty for all India.

## `experience` (type: `string`):

Filter by years of experience. Leave empty for all levels.

## `maxJobs` (type: `integer`):

Maximum total jobs to scrape across all keywords and cities. Set to 0 for unlimited.

## `maxPages` (type: `integer`):

Maximum pages to paginate per keyword+city combination. Hirist shows ~15 jobs per page. Set to 0 for unlimited.

## `scrapeDetails` (type: `boolean`):

If enabled, opens each job's detail page for: full description, required skills, recruiter name, company details, exact salary range. Slower but much richer data.

## `proxyConfiguration` (type: `object`):

Proxy settings. Hirist.tech is a React SPA with minimal bot protection. Residential proxies recommended for high-volume runs.

## `requestDelay` (type: `integer`):

Delay between page navigations in milliseconds.

## `maxConcurrency` (type: `integer`):

Parallel browser tabs for detail page scraping. Keep at 2–3 to avoid rate limiting.

## Actor input object example

```json
{
  "keywords": [
    "python"
  ],
  "cities": [
    "bangalore"
  ],
  "experience": "",
  "maxJobs": 50,
  "maxPages": 3,
  "scrapeDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "requestDelay": 1000,
  "maxConcurrency": 2
}
```

# Actor output Schema

## `jobId` (type: `string`):

Unique Hirist job ID

## `url` (type: `string`):

Full job detail page URL

## `title` (type: `string`):

Job title

## `company` (type: `string`):

Hiring company name

## `companyType` (type: `string`):

Startup / MNC / Product / Service

## `location` (type: `string`):

Job location city/cities

## `isRemote` (type: `string`):

true if remote/WFH position

## `salaryMin` (type: `string`):

Minimum salary in LPA (Lakhs Per Annum)

## `salaryMax` (type: `string`):

Maximum salary in LPA (Lakhs Per Annum)

## `salaryRaw` (type: `string`):

Salary as displayed on listing

## `experienceMin` (type: `string`):

Minimum years of experience required

## `experienceMax` (type: `string`):

Maximum years of experience

## `experienceRaw` (type: `string`):

Experience requirement as displayed

## `skills` (type: `string`):

Required tech skills / stack

## `description` (type: `string`):

Full job description

## `recruiterName` (type: `string`):

Recruiter or HR contact name

## `postedAt` (type: `string`):

Job posting date/time

## `keyword` (type: `string`):

Keyword used to find this job

## `scrapedAt` (type: `string`):

ISO timestamp when this record was scraped

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "keywords": [
        "python"
    ],
    "cities": [
        "bangalore"
    ],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("logiover/hirist-tech-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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "keywords": ["python"],
    "cities": ["bangalore"],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("logiover/hirist-tech-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": [
    "python"
  ],
  "cities": [
    "bangalore"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call logiover/hirist-tech-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=logiover/hirist-tech-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Hirist.tech IT Jobs Scraper",
        "description": "Scrape tech and IT job listings from Hirist.tech — India's #1 niche IT job portal with 50K+ active listings. Extract salary, skills, experience, company, recruiter info and full job description. Supports keyword search, city and experience filters.",
        "version": "0.0",
        "x-build-id": "qb8sjXO6bPBki8ESc"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/logiover~hirist-tech-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-logiover-hirist-tech-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/logiover~hirist-tech-scraper/runs": {
            "post": {
                "operationId": "runs-sync-logiover-hirist-tech-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/logiover~hirist-tech-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-logiover-hirist-tech-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "required": [
                    "keywords"
                ],
                "properties": {
                    "keywords": {
                        "title": "Keywords / Tech Stack",
                        "type": "array",
                        "description": "One or more job search keywords. Each keyword generates a separate search. Examples: 'python', 'react', 'java', 'data-science', 'devops', 'machine-learning', 'node-js', 'aws', 'android', 'ios'. Maps to hirist.tech URL: /k/{keyword}-jobs",
                        "items": {
                            "type": "string"
                        }
                    },
                    "cities": {
                        "title": "Cities (optional)",
                        "type": "array",
                        "description": "Filter by city. Maps to hirist.tech city filter. Examples: 'bangalore', 'delhi', 'mumbai', 'hyderabad', 'pune', 'chennai', 'noida', 'gurgaon'. Leave empty for all India.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "experience": {
                        "title": "Experience Filter (optional)",
                        "enum": [
                            "",
                            "0-2",
                            "2-5",
                            "5-10",
                            "10+"
                        ],
                        "type": "string",
                        "description": "Filter by years of experience. Leave empty for all levels.",
                        "default": ""
                    },
                    "maxJobs": {
                        "title": "Max Jobs",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum total jobs to scrape across all keywords and cities. Set to 0 for unlimited.",
                        "default": 50
                    },
                    "maxPages": {
                        "title": "Max Pages per Search",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum pages to paginate per keyword+city combination. Hirist shows ~15 jobs per page. Set to 0 for unlimited.",
                        "default": 3
                    },
                    "scrapeDetails": {
                        "title": "Scrape Detail Pages",
                        "type": "boolean",
                        "description": "If enabled, opens each job's detail page for: full description, required skills, recruiter name, company details, exact salary range. Slower but much richer data.",
                        "default": false
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings. Hirist.tech is a React SPA with minimal bot protection. Residential proxies recommended for high-volume runs."
                    },
                    "requestDelay": {
                        "title": "Request Delay (ms)",
                        "minimum": 0,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Delay between page navigations in milliseconds.",
                        "default": 1000
                    },
                    "maxConcurrency": {
                        "title": "Max Concurrency",
                        "minimum": 1,
                        "maximum": 5,
                        "type": "integer",
                        "description": "Parallel browser tabs for detail page scraping. Keep at 2–3 to avoid rate limiting.",
                        "default": 2
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
