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latestOpenAPI 3.1.02026-07-242892032.8 MB
Parse Resume

Parse 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. Use the customParameters field with modeltype=llm to enable LLM-based processing (requires LLMParsingEnabled=true in the parse meta response for your locale). Default behavior uses LC Tag/ Standard parsing.

post/resume/parse

Headers

Content-Language'en-US' | 'en-CA' | 'en-AU' | 'en-NZ' | 'cn-CN' | 'de-AT' | 'de-CH' | 'de-DE' | 'en-AE' | 'en-AR' | 'en-BR' | 'en-MX' | 'en-AT' | 'en-CH' | 'en-IT' | 'en-BE' | 'en-ES' | 'en-NL' | 'en-CN' | 'en-DE' | 'en-FR' | 'en-SE' | 'en-GB' | 'en-IE' | 'en-HK' | 'en-SG' | 'en-IN' | 'en-JP' | 'en-PL' | 'en-PT' | 'en-TR' | 'en-ZA' | 'fr-CA' | 'fr-CH' | 'fr-FR' | 'fr-BE' | 'fr-DZ' | 'fr-MA' | 'fr-TN' | 'it-IT' | 'ja-JP' | 'du-BE' | 'du-NL' | 'pl-PL' | 'pt-PT' | 'pt-BR' | 'ru-RU' | 'es-AR' | 'es-ES' | 'es-MX' | 'es-CL' | 'sv-SE' | 'tr-TR' | 'zh-TW'

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

binaryDatastring required

Base64 encoded string of the document

outputsstring[]

Extract specific fields from the parsed response. Valid values: person, education, employment, qualifications, executiveSummary, rtfdoc, htmdoc, tagWithRTF, tagWithHTM

customParametersstring

Advanced parsing configuration. Use 'modeltype=llm' to enable LLM-based parsing for supported locales (check LLMParsingEnabled flag in /resume/parse/meta endpoint). Default: 'modeltype=lctag' (LC Tag classification)

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": -84.3128
            },
            "countryCode": "US",
            "countrySubDivisions": [
              {
                "type": "state",
                "value": "GA"
              }
            ],
            "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 in industries including Educational Services. 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. 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"
                      }
                    ],
                    "city": "San Antonio",
                    "line": "110 Inner Campus Dr.",
                    "postalCode": "78712"
                  }
                ]
              }
            },
            "educationDegrees": [
              {
                "name": "Bachelor of Commerce",
                "codes": [
                  "Bachelor of Commerce"
                ],
                "specializations": [
                  {
                    "type": "major",
                    "name": "Accounting"
                  },
                  {
                    "type": "minor",
                    "name": "Finance"
                  }
                ],
                "score": {
                  "scoresNumeric": [
                    {
                      "maximum": "4",
                      "value": "3"
                    }
                  ]
                },
                "academicHonors": [
                  "First class"
                ]
              }
            ],
            "educationLevelCodes": [
              {
                "id": {
                  "value": "16"
                }
              }
            ],
            "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."
                ]
              }
            ],
            "organization": {
              "name": "Chaney",
              "communication": {
                "address": [
                  {
                    "formattedAddress": "965 Wells Street, Lake Geneva, WI - 53147",
                    "geoLocation": {
                      "latitude": 42.59,
                      "longitude": -88.44
                    },
                    "countryCode": "US",
                    "countrySubDivisions": [
                      {
                        "type": "state",
                        "value": "WI"
                      }
                    ],
                    "city": "Lake Geneva",
                    "line": "965 Wells Street",
                    "postalCode": "53147"
                  }
                ]
              },
              "industryIdentifiers": [
                {
                  "value": "334519",
                  "schemeId": "NAICS"
                },
                {
                  "value": "8011",
                  "schemeId": "SIC"
                }
              ]
            }
          },
          {
            "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."
                ]
              }
            ],
            "organization": {
              "name": "Delavan-Darien School District",
              "communication": {
                "address": [
                  {
                    "formattedAddress": "Delavan, WI",
                    "geoLocation": {
                      "latitude": 42.62,
                      "longitude": -88.63
                    },
                    "countryCode": "US",
                    "countrySubDivisions": [
                      {
                        "type": "state",
                        "value": "WI"
                      }
                    ],
                    "city": "Delavan",
                    "postalCode": "53115"
                  }
                ]
              },
              "industryIdentifiers": [
                {
                  "value": "8211",
                  "schemeId": "SIC"
                }
              ]
            }
          }
        ],
        "qualifications": [
          {
            "competencyName": "customer support",
            "taxonomyIds": [
              {
                "schemeId": "ESCO Skills"
              }
            ],
            "competencyEvidence": {
              "evidenceName": "Surface Form",
              "descriptions": [
                "customer support"
              ]
            },
            "attachmentReferences": [
              {
                "uri": "#/profiles/employment/0"
              }
            ],
            "lastUsedDate": "2025",
            "experienceMeasure": {
              "value": 13,
              "unitCode": "ANN"
            }
          },
          {
            "competencyName": "german",
            "proficiencyLevel": {
              "scoresText": [
                {
                  "value": "CEFR:B2"
                }
              ]
            }
          }
        ],
        "licenses": [
          {
            "name": "registered nurse (rn)"
          }
        ],
        "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"
            }
          }
        ]
      }
    ]
  }
}