v1
latestOpenAPI 3.1.02026-07-242892032.8 MBClassify Resume
Classify Resume
Performs the requested classification operation on a resume, including company name, title, and resume description. A range of classifications may be performed on the resume based on the requested outputs. Provides support to use different taxonomy. Use the customParameters field with modeltype=llm to enable LLM-based processing (requires LLMParsingEnabled=true in the classify meta response for your locale). Default behavior uses LC Tag/ Standard Classification.
post/resume/classify
Headers
Content-Language'en-US' | 'en-CA' | 'en-AU' | 'en-NZ' | 'en-GB' | 'en-IN'
The locale code (e.g. en-US) for the language and country of the resume, if known.
X-Releasestring
Release name to be used for the operation (e.g latest)
Request body
Example request
{
"binaryData": "TmFtZTogUG9vaml0aGEKUm9sZTogU29mdHdhcmUgRW5naW5lZXIKU2tpbGxzOiBKYXZhLCBTcHJpbmcgQm9vdCwgUmVhY3QKRW1haWw6IHBvb2ppdGhhQGV4YW1wbGUuY29t",
"customParameters": "modeltype=lctag"
}Response
OK
Example response
{
"data": {
"person": {
"name": {
"formattedName": "Mr. BEN(Ben) G. PENDER II",
"given": "BEN",
"middle": "G.",
"family": "PENDER",
"generationAffixCode": "II",
"qualificationAffixCode": "M.B.A.",
"preferredSalutationCode": "MR",
"alias": "Ben"
},
"age": "37",
"gender": "male",
"communication": {
"phone": [
{
"formattedNumber": "06-40875589 \n",
"useCode": "fax"
}
],
"email": [
{
"address": "tvkastel@zonnet.nl \n"
}
],
"web": [
{
"name": "linkedin",
"url": "http://www.linkedin.com/in/benpender"
}
],
"address": [
{
"formattedAddress": "Northwest Behavioral Medicine\tNorthwest Behavioral Research Center\n11755 Pointe Place, Suite A-1\t11755 Pointe Place, Suite A-1\nRoswell, GA 30076\tRoswell, GA 30076",
"geoLocation": {
"latitude": 34.025,
"longitude": -84.313
},
"countryCode": "US",
"countrySubDivisions": [
{
"type": "state",
"value": "GA"
},
{
"type": "msa",
"value": "12060: Metropolitan Statistical Area"
}
],
"city": "Roswell",
"line": "11755 Pointe Place, Suite A-1\t11755 Pointe Place, Suite A-1",
"postalCode": "30076"
}
]
},
"maritalStatus": "Married",
"militaryStatus": "Attitude towards military service regulated",
"legalDocuments": [
{
"documentType": "License",
"value": "Code 08"
}
],
"birthDate": "1988-12-10",
"birthPlace": "Roswell",
"citizenship": "US",
"legalId": {
"description": "National ID",
"value": "8606145375081"
}
},
"profiles": [
{
"objective": "Senior Customer Support Representative - Team Lead - Chaney Customer Support. Language known - German",
"executiveSummary": "I have 15 years of experience, including as a Senior Customer Support Representative - Team Lead and as a Substitute Teacher . Most recently, I have been working as a Senior Customer Support Representative - Team Lead from august, 2012 to December, 2025. My skills and experiences include: Customer Support, Early Childhood Education and Team Leadership. I have studied at The University of Texas.",
"education": [
{
"id": {
"value": "3"
},
"start": "2006-09-01",
"end": "2009-09-01",
"institution": {
"name": "The University of Texas",
"communication": {
"address": [
{
"formattedAddress": "110 Inner Campus Dr., San Antonio, TX - 78712",
"geoLocation": {
"latitude": 29.47,
"longitude": -98.53
},
"countryCode": "US",
"countrySubDivisions": [
{
"type": "state",
"value": "TX"
},
{
"type": "msa",
"value": "41700: Metropolitan Statistical Area"
}
],
"city": "San Antonio",
"line": "110 Inner Campus Dr.",
"postalCode": "78201"
}
]
}
},
"educationDegrees": [
{
"name": "Bachelor of Commerce",
"codes": [
"Bachelor's degree"
],
"specializations": [
{
"type": "major",
"name": "Accounting",
"code": "52.0301"
},
{
"type": "minor",
"name": "Finance",
"code": "52.0801"
}
],
"score": {
"scoresNumeric": [
{
"maximum": "4",
"value": "3"
}
]
},
"academicHonors": [
"First class"
]
}
],
"educationLevelCodes": [
{
"id": {
"value": "2"
}
}
],
"programs": [
{
"name": "Certified Public Accountant\n(FCA"
},
{
"name": "Certified Management Accountant (CMA)"
}
]
}
],
"employment": [
{
"id": {
"value": "1"
},
"start": "2012-08-01",
"current": true,
"relatedCompetencies": {
"competencyName": "Tenure",
"experienceMeasure": {
"value": "13",
"unitCode": "ANN"
}
},
"positionHistories": [
{
"title": "Senior Customer Support Representative - Team Lead",
"descriptions": [
"Complete a wide range of assignments and tasks to provide support to customers (customer support) of the AcuRite and\\nassociated brands."
],
"jobCategories": [
{
"id": {
"value": "15111013",
"schemeId": "Specialized Occupation",
"schemeAgencyId": "Lightcast"
},
"name": "Customer Service Representative (General)",
"score": {
"value": "1"
}
},
{
"id": {
"value": "151110",
"schemeId": "Occupation",
"schemeAgencyId": "Lightcast"
},
"name": "Customer Service Representative"
},
{
"id": {
"value": "1511",
"schemeId": "Occupation Group",
"schemeAgencyId": "Lightcast"
},
"name": "Customer Service Representatives"
},
{
"id": {
"value": "15",
"schemeId": "Career Area",
"schemeAgencyId": "Lightcast"
},
"name": "Customer and Client Support"
},
{
"id": {
"value": "43-4051.00",
"schemeId": "O*Net"
},
"name": "Customer Service Representatives"
},
{
"id": {
"value": "43-4051",
"schemeId": "SOC5"
},
"name": "Customer Service Representatives"
},
{
"id": {
"value": "4225",
"schemeId": "ISCO"
},
"name": "Inquiry Clerks"
},
{
"id": {
"value": "ET5D7F38487C955EB7",
"schemeId": "Lightcast Titles",
"schemeAgencyId": "Lightcast"
},
"name": "Customer Support Representatives",
"score": {
"value": "0.83"
}
}
]
}
],
"organization": {
"id": {
"value": "38030006",
"schemeId": "Lightcast Companies",
"schemeAgencyId": "Lightcast"
},
"name": "Chaney International S.A.S.",
"communication": {
"address": [
{
"formattedAddress": "965 Wells Street, Lake Geneva, WI - 53147",
"geoLocation": {
"latitude": 42.589,
"longitude": -88.44
},
"countryCode": "US",
"countrySubDivisions": [
{
"type": "state",
"value": "WI"
},
{
"type": "msa",
"value": "48580: Micropolitan Statistical Area"
}
],
"city": "Lake Geneva",
"line": "965 Wells Street",
"postalCode": "53147"
}
]
},
"industryIdentifiers": [
{
"value": "524210",
"schemeId": "NAICS"
}
]
}
},
{
"id": {
"value": "2"
},
"start": "2010-10-01",
"end": "2012-07-01",
"relatedCompetencies": {
"competencyName": "Tenure",
"experienceMeasure": {
"value": "2",
"unitCode": "ANN"
}
},
"positionHistories": [
{
"title": "Substitute Teacher",
"descriptions": [
"Work with a wide range of students from the Pre-Kindergarten level through high school."
],
"jobCategories": [
{
"id": {
"value": "17171510",
"schemeId": "Specialized Occupation",
"schemeAgencyId": "Lightcast"
},
"name": "Substitute Teacher",
"score": {
"value": "1"
}
},
{
"id": {
"value": "171715",
"schemeId": "Occupation",
"schemeAgencyId": "Lightcast"
},
"name": "Substitute Teacher"
},
{
"id": {
"value": "1717",
"schemeId": "Occupation Group",
"schemeAgencyId": "Lightcast"
},
"name": "Teaching Support and Enrichment"
},
{
"id": {
"value": "17",
"schemeId": "Career Area",
"schemeAgencyId": "Lightcast"
},
"name": "Education and Training"
},
{
"id": {
"value": "25-3031.00",
"schemeId": "O*Net"
},
"name": "Substitute Teachers, Short-Term"
},
{
"id": {
"value": "25-3031",
"schemeId": "SOC5"
},
"name": "Substitute Teachers, Short-Term"
},
{
"id": {
"value": "2359",
"schemeId": "ISCO"
},
"name": "Teaching Professionals Not Elsewhere Classified"
},
{
"id": {
"value": "ET163A9A1E8C2953E3",
"schemeId": "Lightcast Titles",
"schemeAgencyId": "Lightcast"
},
"name": "Substitute Teachers",
"score": {
"value": "1"
}
}
]
}
],
"organization": {
"id": {
"value": "60757626",
"schemeId": "Lightcast Companies",
"schemeAgencyId": "Lightcast"
},
"name": "Delavan-Darien School District",
"communication": {
"address": [
{
"formattedAddress": "Delavan, WI",
"geoLocation": {
"latitude": 42.632,
"longitude": -88.645
},
"countryCode": "US",
"countrySubDivisions": [
{
"type": "state",
"value": "WI"
},
{
"type": "msa",
"value": "48580: Micropolitan Statistical Area"
}
],
"city": "Delavan",
"postalCode": "53115"
}
]
},
"industryIdentifiers": [
{
"value": "611110",
"schemeId": "NAICS"
}
]
}
}
],
"qualifications": [
{
"competencyName": "Customer Support",
"taxonomyIds": [
{
"value": "KS120SR6WD1FP76Z6GC2",
"schemeId": "Lightcast Skills",
"schemeVersionId": "9.36",
"schemeAgencyId": "Lightcast"
}
],
"competencyEvidence": {
"evidenceName": "Surface Form",
"descriptions": [
"Customer Support",
"customer support"
]
},
"score": {
"value": "1"
},
"attachmentReferences": [
{
"uri": "#/profiles/employment/0"
}
],
"lastUsedDate": "2025",
"experienceMeasure": {
"value": 13,
"unitCode": "ANN"
}
},
{
"competencyName": "Early Childhood Education",
"taxonomyIds": [
{
"value": "KS1238Q6Q5K06K7QRKSJ",
"schemeId": "Lightcast Skills",
"schemeVersionId": "9.36",
"schemeAgencyId": "Lightcast"
}
],
"competencyEvidence": {
"evidenceName": "Surface Form",
"descriptions": [
"Pre-Kindergarten"
]
},
"score": {
"value": "0.6"
},
"attachmentReferences": [
{
"uri": "#/profiles/employment/1"
}
],
"lastUsedDate": "2012",
"experienceMeasure": {
"value": 2,
"unitCode": "ANN"
}
},
{
"competencyName": "Finance",
"taxonomyIds": [
{
"value": "KS123MC78KV644P5DDZ0",
"schemeId": "Lightcast Skills",
"schemeVersionId": "9.36",
"schemeAgencyId": "Lightcast"
}
],
"competencyEvidence": {
"evidenceName": "Surface Form",
"descriptions": [
"Finance"
]
},
"score": {
"value": "1"
},
"attachmentReferences": [
{
"uri": "#/profiles/education/0"
}
]
},
{
"competencyName": "German Language",
"taxonomyIds": [
{
"value": "KS124BK6VD8Y1F11PD2Q",
"schemeId": "Lightcast Skills",
"schemeVersionId": "9.36",
"schemeAgencyId": "Lightcast"
}
],
"competencyEvidence": {
"evidenceName": "Surface Form",
"descriptions": [
"German"
]
},
"score": {
"value": "0.99"
}
},
{
"competencyName": "Team Leadership",
"taxonomyIds": [
{
"value": "KS4418462TTGKL3CWJHT",
"schemeId": "Lightcast Skills",
"schemeVersionId": "9.36",
"schemeAgencyId": "Lightcast"
}
],
"competencyEvidence": {
"evidenceName": "Surface Form",
"descriptions": [
"Team Lead"
]
},
"score": {
"value": "0.53"
},
"attachmentReferences": [
{
"uri": "#/profiles/employment/0"
}
],
"lastUsedDate": "2025",
"experienceMeasure": {
"value": 13,
"unitCode": "ANN"
}
},
{
"competencyName": "german",
"proficiencyLevel": {
"scoresText": [
{
"value": "CEFR:B2"
}
]
}
}
],
"certifications": [
{
"name": "advanced cardiac life support ( acls )"
}
],
"personCompetency": [
{
"competencyName": "Average tenure",
"experienceMeasure": {
"value": "7.5",
"unitCode": "ANN"
}
},
{
"competencyName": "Total years of experience",
"experienceMeasure": {
"value": "15",
"unitCode": "ANN"
}
}
]
}
]
}
}