Job Description Parser
Affinda's Job Description Parser uses the same technology as the Resume Parser to deliver similar data and similarly high accuracy.
Typically, the Job Description Parser is used in conjunction with the Search & Match solution to match candidates to jobs, however, it can be used standalone.
Data extracted
- Job Title
- Occupation Classification
- Management Level
- Years Experience Required
- Organisation
- Location
- Job Contact Details (Name, Phone Number)
- Start Date
- Job Type (e.g. Full Time, Part Time, Casual)
- Languages Required
- Skills (mapped to a detailed best-in-class taxonomy containing over 3,000 soft and hard skills)
- Education Level Required
- Education Accreditation
- Certifications
- Remuneration
Schema
The following is an example data object returned for a Job description in the API response:
{
"data": {
"jobTitle": {
"id": 560,
"rectangle": {
"x0": 71.6,
"y0": 72.996704,
"x1": 202.85599,
"y1": 82.0567
},
"rectangles": [
{
"x0": 71.6,
"y0": 72.996704,
"x1": 98.084,
"y1": 82.0567
},
{
"x0": 103.58,
"y0": 72.996704,
"x1": 202.85599,
"y1": 82.0567
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "CAR DEVELOPMENT",
"parsed": {
"name": "Car Cleaner",
"emsiId": "ET97CBE9A3D491FAB9",
"classification": {
"socCode": 9226,
"title": "Vehicle valeters and cleaners",
"minorGroup": "Elementary Cleaning Occupations",
"subMajorGroup": "ELEMENTARY ADMINISTRATION AND SERVICE OCCUPATIONS",
"majorGroup": "ELEMENTARY OCCUPATIONS"
},
"managementLevel": null
},
"confidence": 0.863,
"classificationConfidence": 0.863,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "RuhhBiYX",
"contentType": "enum"
},
"contactEmail": {
"id": 648,
"rectangle": {
"x0": 20.47284,
"y0": 568.8678,
"x1": 163.06152,
"y1": 578.0729
},
"rectangles": [
{
"x0": 20.47284,
"y0": 568.8678,
"x1": 163.06152,
"y1": 578.0729
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "[email protected]",
"parsed": "[email protected]",
"confidence": 0.898,
"classificationConfidence": 0.898,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "KABywHCn",
"contentType": "text"
},
"contactName": {
"id": 645,
"rectangle": {
"x0": 20.835,
"y0": 548.27997,
"x1": 94.929,
"y1": 556.9199
},
"rectangles": [
{
"x0": 20.835,
"y0": 548.27997,
"x1": 94.929,
"y1": 556.9199
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "Carlos Naumore",
"parsed": "Carlos Naumore",
"confidence": 0.503,
"classificationConfidence": 0.503,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "mAHHqwep",
"contentType": "text"
},
"contactPhone": {
"id": 642,
"rectangle": {
"x0": 34.959,
"y0": 294.472,
"x1": 117.56999,
"y1": 301.27594
},
"rectangles": [
{
"x0": 34.959,
"y0": 294.472,
"x1": 117.56999,
"y1": 301.27594
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "+12370544579",
"parsed": "+12370544579",
"confidence": 0.515,
"classificationConfidence": 0.515,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "FzScnopb",
"contentType": "text"
},
"startDate": {
"id": 681,
"rectangle": {
"x0": 428.22498,
"y0": 392.03998,
"x1": 453.722,
"y1": 399.00598
},
"rectangles": [
{
"x0": 428.22498,
"y0": 392.03998,
"x1": 453.722,
"y1": 399.00598
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "Juillet",
"parsed": "2023-07-01",
"confidence": 0.242,
"classificationConfidence": 0.242,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "YTcJSdTZ",
"contentType": "date"
},
"endDate": {
"id": 675,
"rectangle": {
"x0": 531.88605,
"y0": 312.162,
"x1": 576.904,
"y1": 318.96594
},
"rectangles": [
{
"x0": 531.88605,
"y0": 312.162,
"x1": 576.904,
"y1": 318.96594
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "Mars 2021",
"parsed": "2021-03-01",
"confidence": 0.345,
"classificationConfidence": 0.345,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "zijHudLq",
"contentType": "date"
},
"jobType": {
"id": 562,
"rectangle": {
"x0": 142.728,
"y0": 141.56067,
"x1": 188.07047,
"y1": 148.5177
},
"rectangles": [
{
"x0": 142.728,
"y0": 141.56067,
"x1": 188.07047,
"y1": 148.5177
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "Full-time",
"parsed": "Full time",
"confidence": 0.78,
"classificationConfidence": 0.78,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "LhPPiuDQ",
"contentType": "text"
},
"languages": [
{
"id": 644,
"rectangle": {
"x0": 21.411,
"y0": 476.97037,
"x1": 58.99008,
"y1": 486.59174
},
"rectangles": [
{
"x0": 21.411,
"y0": 476.97037,
"x1": 58.99008,
"y1": 486.59174
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "Français",
"parsed": null,
"confidence": 0.764,
"classificationConfidence": 0.764,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "NTSRSjSL",
"contentType": "enum"
}
],
"skills": [
{
"id": 573,
"rectangle": {
"x0": 129.21,
"y0": 490.6007,
"x1": 478.88046,
"y1": 500.27072
},
"rectangles": [
{
"x0": 129.21,
"y0": 490.6007,
"x1": 478.88046,
"y1": 500.27072
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "Manufacutring process selection, metelurgy expeirence, crash testing",
"parsed": "Crash Testing",
"confidence": 0.957,
"classificationConfidence": 0.957,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "BorLGmtj",
"contentType": "enum"
}
],
"organizationName": {
"id": 576,
"rectangle": {
"x0": 18.891,
"y0": 80.34149,
"x1": 158.78491,
"y1": 93.544495
},
"rectangles": [
{
"x0": 18.891,
"y0": 80.34149,
"x1": 158.78491,
"y1": 93.544495
}
],
"document": "pIFbXYBW",
"pageIndex": 0,
"raw": "Car Company Pty Ltd",
"parsed": "Car Company Pty Ltd",
"confidence": 0.893,
"classificationConfidence": 0.893,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "CMWfifnu",
"contentType": "text"
},
"organizationWebsite": {
"id": 640,
"rectangle": {
"x0": 34.626,
"y0": 199.0299,
"x1": 114.05101,
"y1": 207.66992
},
"rectangles": [
{
"x0": 34.626,
"y0": 199.0299,
"x1": 114.05101,
"y1": 207.66992
}
],
"document": "HKjwxUPH",
"pageIndex": 0,
"raw": "cardeal.com",
"parsed": "cardeal.com",
"confidence": 0.418,
"classificationConfidence": 0.418,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "xUrAXGYG",
"contentType": "text"
},
"educationLevel": {
"id": 568,
"rectangle": {
"x0": 78.77,
"y0": 387.80072,
"x1": 131.07053,
"y1": 395.53073
},
"rectangles": [
{
"x0": 78.77,
"y0": 387.80072,
"x1": 131.07053,
"y1": 395.53073
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "Bachelor's",
"parsed": "bachelors",
"confidence": 0.6,
"classificationConfidence": 0.6,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "clWOADvM",
"contentType": "text"
},
"educationAccreditation": {
"id": 569,
"rectangle": {
"x0": 147.01,
"y0": 387.80072,
"x1": 206.5305,
"y1": 397.47073
},
"rectangles": [
{
"x0": 147.01,
"y0": 387.80072,
"x1": 206.5305,
"y1": 397.47073
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "Engineering",
"parsed": "Engineering",
"confidence": 0.538,
"classificationConfidence": 0.538,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "FGbphvmO",
"contentType": "text"
},
"expectedRemuneration": {
"id": 598,
"rectangle": {
"x0": 361.17,
"y0": 430.6725,
"x1": 585.858,
"y1": 450.6525
},
"rectangles": [
{
"x0": 361.17,
"y0": 430.6725,
"x1": 585.858,
"y1": 450.6525
}
],
"document": "bFLidYbM",
"pageIndex": 0,
"raw": "$10,000 to $18,000Monthly",
"parsed": {
"minimum": 10000.0,
"maximum": 18000.0,
"currency": "USD",
"unit": "Monthly"
},
"confidence": 0.673,
"classificationConfidence": 0.673,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "hLpbKXXF",
"contentType": "text"
},
"location": {
"id": 563,
"rectangle": {
"x0": 148.245,
"y0": 180.06067,
"x1": 216.711,
"y1": 188.8357
},
"rectangles": [
{
"x0": 148.245,
"y0": 180.06067,
"x1": 190.61377,
"y1": 188.8357
},
{
"x0": 195.04065,
"y0": 180.22272,
"x1": 216.711,
"y1": 187.0177
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "Virginia, USA",
"parsed": {
"formatted": "Virginia, USA",
"streetNumber": null,
"street": null,
"apartmentNumber": null,
"city": null,
"postalCode": null,
"state": "Virginia",
"country": "United States",
"rawInput": "Virginia, USA",
"countryCode": "US",
"latitude": 37.4315734,
"longitude": -78.6568942
},
"confidence": 0.85,
"classificationConfidence": 0.85,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "RwZyHkaG",
"contentType": "location"
},
"certifications": [
{
"id": 590,
"rectangle": {
"x0": 168.89325,
"y0": 688.998,
"x1": 489.00113,
"y1": 700.734
},
"rectangles": [
{
"x0": 168.89325,
"y0": 688.998,
"x1": 489.00113,
"y1": 700.734
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "licence to operate an Elevating Work Platform (EWP)",
"parsed": "licence to operate an Elevating Work Platform (EWP)",
"confidence": 0.841,
"classificationConfidence": 0.841,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "ebEGNPCy",
"contentType": "text"
}
],
"yearsExperience": {
"id": 571,
"rectangle": {
"x0": 78.77,
"y0": 431.7007,
"x1": 382.3356,
"y1": 441.37073
},
"rectangles": [
{
"x0": 78.77,
"y0": 431.7007,
"x1": 382.3356,
"y1": 441.37073
}
],
"document": "PzFmpBJZ",
"pageIndex": 0,
"raw": "Minimum of one year's experience in the automtive industry",
"parsed": {
"minimum": 1,
"maximum": null
},
"confidence": 0.695,
"classificationConfidence": 0.695,
"textExtractionConfidence": 1.0,
"isVerified": false,
"isClientVerified": false,
"isAutoVerified": false,
"dataPoint": "VIpUXkyw",
"contentType": "json"
},
"rawText": "Car Cleaner ..."
}
}
Updated 2 months ago