Confirm and Save Parsed CV

Confirm and save the parsed CV data to your profile

POST /api/v1/cv-parse/confirm

Confirm and Save Parsed CV

cURL

curl --request POST \
  --url https://api.example.com/api/v1/cv-parse/confirm \
  --header 'Content-Type: application/json' \
  --data '
{
  "parseResultId": "<string>",
  "data": {},
  "data.firstName": "<string>",
  "data.lastName": "<string>",
  "data.cvEmail": "<string>",
  "data.phone": "<string>",
  "data.location": "<string>",
  "data.linkedinUrl": "<string>",
  "data.githubUrl": "<string>",
  "data.portfolioUrl": "<string>",
  "data.title": "<string>",
  "data.summary": "<string>",
  "data.education": [
    {}
  ],
  "data.education[].institutionName": "<string>",
  "data.education[].degreeType": "<string>",
  "data.education[].fieldOfStudy": "<string>",
  "data.education[].startDate": "<string>",
  "data.education[].endDate": "<string>",
  "data.education[].isCurrent": true,
  "data.education[].gpa": 123,
  "data.workExperience": [
    {}
  ],
  "data.workExperience[].companyName": "<string>",
  "data.workExperience[].jobTitle": "<string>",
  "data.workExperience[].location": "<string>",
  "data.workExperience[].startDate": "<string>",
  "data.workExperience[].endDate": "<string>",
  "data.workExperience[].isCurrent": true,
  "data.workExperience[].description": "<string>",
  "data.skills": [
    {}
  ],
  "data.skills[]": "<string>",
  "data.expectedSalary": 123,
  "data.workPreference": "<string>",
  "data.noticePeriod": 123,
  "data.availabilityStatus": "<string>"
}
'

import requests

url = "https://api.example.com/api/v1/cv-parse/confirm"

payload = {
    "parseResultId": "<string>",
    "data": {},
    "data.firstName": "<string>",
    "data.lastName": "<string>",
    "data.cvEmail": "<string>",
    "data.phone": "<string>",
    "data.location": "<string>",
    "data.linkedinUrl": "<string>",
    "data.githubUrl": "<string>",
    "data.portfolioUrl": "<string>",
    "data.title": "<string>",
    "data.summary": "<string>",
    "data.education": [{}],
    "data.education[].institutionName": "<string>",
    "data.education[].degreeType": "<string>",
    "data.education[].fieldOfStudy": "<string>",
    "data.education[].startDate": "<string>",
    "data.education[].endDate": "<string>",
    "data.education[].isCurrent": True,
    "data.education[].gpa": 123,
    "data.workExperience": [{}],
    "data.workExperience[].companyName": "<string>",
    "data.workExperience[].jobTitle": "<string>",
    "data.workExperience[].location": "<string>",
    "data.workExperience[].startDate": "<string>",
    "data.workExperience[].endDate": "<string>",
    "data.workExperience[].isCurrent": True,
    "data.workExperience[].description": "<string>",
    "data.skills": [{}],
    "data.skills[]": "<string>",
    "data.expectedSalary": 123,
    "data.workPreference": "<string>",
    "data.noticePeriod": 123,
    "data.availabilityStatus": "<string>"
}
headers = {"Content-Type": "application/json"}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {'Content-Type': 'application/json'},
  body: JSON.stringify({
    parseResultId: '<string>',
    data: {},
    'data.firstName': '<string>',
    'data.lastName': '<string>',
    'data.cvEmail': '<string>',
    'data.phone': '<string>',
    'data.location': '<string>',
    'data.linkedinUrl': '<string>',
    'data.githubUrl': '<string>',
    'data.portfolioUrl': '<string>',
    'data.title': '<string>',
    'data.summary': '<string>',
    'data.education': [{}],
    'data.education[].institutionName': '<string>',
    'data.education[].degreeType': '<string>',
    'data.education[].fieldOfStudy': '<string>',
    'data.education[].startDate': '<string>',
    'data.education[].endDate': '<string>',
    'data.education[].isCurrent': true,
    'data.education[].gpa': 123,
    'data.workExperience': [{}],
    'data.workExperience[].companyName': '<string>',
    'data.workExperience[].jobTitle': '<string>',
    'data.workExperience[].location': '<string>',
    'data.workExperience[].startDate': '<string>',
    'data.workExperience[].endDate': '<string>',
    'data.workExperience[].isCurrent': true,
    'data.workExperience[].description': '<string>',
    'data.skills': [{}],
    'data.skills[]': '<string>',
    'data.expectedSalary': 123,
    'data.workPreference': '<string>',
    'data.noticePeriod': 123,
    'data.availabilityStatus': '<string>'
  })
};

fetch('https://api.example.com/api/v1/cv-parse/confirm', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.example.com/api/v1/cv-parse/confirm",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'parseResultId' => '<string>',
    'data' => [
        
    ],
    'data.firstName' => '<string>',
    'data.lastName' => '<string>',
    'data.cvEmail' => '<string>',
    'data.phone' => '<string>',
    'data.location' => '<string>',
    'data.linkedinUrl' => '<string>',
    'data.githubUrl' => '<string>',
    'data.portfolioUrl' => '<string>',
    'data.title' => '<string>',
    'data.summary' => '<string>',
    'data.education' => [
        [
                
        ]
    ],
    'data.education[].institutionName' => '<string>',
    'data.education[].degreeType' => '<string>',
    'data.education[].fieldOfStudy' => '<string>',
    'data.education[].startDate' => '<string>',
    'data.education[].endDate' => '<string>',
    'data.education[].isCurrent' => true,
    'data.education[].gpa' => 123,
    'data.workExperience' => [
        [
                
        ]
    ],
    'data.workExperience[].companyName' => '<string>',
    'data.workExperience[].jobTitle' => '<string>',
    'data.workExperience[].location' => '<string>',
    'data.workExperience[].startDate' => '<string>',
    'data.workExperience[].endDate' => '<string>',
    'data.workExperience[].isCurrent' => true,
    'data.workExperience[].description' => '<string>',
    'data.skills' => [
        [
                
        ]
    ],
    'data.skills[]' => '<string>',
    'data.expectedSalary' => 123,
    'data.workPreference' => '<string>',
    'data.noticePeriod' => 123,
    'data.availabilityStatus' => '<string>'
  ]),
  CURLOPT_HTTPHEADER => [
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.example.com/api/v1/cv-parse/confirm"

	payload := strings.NewReader("{\n  \"parseResultId\": \"<string>\",\n  \"data\": {},\n  \"data.firstName\": \"<string>\",\n  \"data.lastName\": \"<string>\",\n  \"data.cvEmail\": \"<string>\",\n  \"data.phone\": \"<string>\",\n  \"data.location\": \"<string>\",\n  \"data.linkedinUrl\": \"<string>\",\n  \"data.githubUrl\": \"<string>\",\n  \"data.portfolioUrl\": \"<string>\",\n  \"data.title\": \"<string>\",\n  \"data.summary\": \"<string>\",\n  \"data.education\": [\n    {}\n  ],\n  \"data.education[].institutionName\": \"<string>\",\n  \"data.education[].degreeType\": \"<string>\",\n  \"data.education[].fieldOfStudy\": \"<string>\",\n  \"data.education[].startDate\": \"<string>\",\n  \"data.education[].endDate\": \"<string>\",\n  \"data.education[].isCurrent\": true,\n  \"data.education[].gpa\": 123,\n  \"data.workExperience\": [\n    {}\n  ],\n  \"data.workExperience[].companyName\": \"<string>\",\n  \"data.workExperience[].jobTitle\": \"<string>\",\n  \"data.workExperience[].location\": \"<string>\",\n  \"data.workExperience[].startDate\": \"<string>\",\n  \"data.workExperience[].endDate\": \"<string>\",\n  \"data.workExperience[].isCurrent\": true,\n  \"data.workExperience[].description\": \"<string>\",\n  \"data.skills\": [\n    {}\n  ],\n  \"data.skills[]\": \"<string>\",\n  \"data.expectedSalary\": 123,\n  \"data.workPreference\": \"<string>\",\n  \"data.noticePeriod\": 123,\n  \"data.availabilityStatus\": \"<string>\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.example.com/api/v1/cv-parse/confirm")
  .header("Content-Type", "application/json")
  .body("{\n  \"parseResultId\": \"<string>\",\n  \"data\": {},\n  \"data.firstName\": \"<string>\",\n  \"data.lastName\": \"<string>\",\n  \"data.cvEmail\": \"<string>\",\n  \"data.phone\": \"<string>\",\n  \"data.location\": \"<string>\",\n  \"data.linkedinUrl\": \"<string>\",\n  \"data.githubUrl\": \"<string>\",\n  \"data.portfolioUrl\": \"<string>\",\n  \"data.title\": \"<string>\",\n  \"data.summary\": \"<string>\",\n  \"data.education\": [\n    {}\n  ],\n  \"data.education[].institutionName\": \"<string>\",\n  \"data.education[].degreeType\": \"<string>\",\n  \"data.education[].fieldOfStudy\": \"<string>\",\n  \"data.education[].startDate\": \"<string>\",\n  \"data.education[].endDate\": \"<string>\",\n  \"data.education[].isCurrent\": true,\n  \"data.education[].gpa\": 123,\n  \"data.workExperience\": [\n    {}\n  ],\n  \"data.workExperience[].companyName\": \"<string>\",\n  \"data.workExperience[].jobTitle\": \"<string>\",\n  \"data.workExperience[].location\": \"<string>\",\n  \"data.workExperience[].startDate\": \"<string>\",\n  \"data.workExperience[].endDate\": \"<string>\",\n  \"data.workExperience[].isCurrent\": true,\n  \"data.workExperience[].description\": \"<string>\",\n  \"data.skills\": [\n    {}\n  ],\n  \"data.skills[]\": \"<string>\",\n  \"data.expectedSalary\": 123,\n  \"data.workPreference\": \"<string>\",\n  \"data.noticePeriod\": 123,\n  \"data.availabilityStatus\": \"<string>\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.example.com/api/v1/cv-parse/confirm")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n  \"parseResultId\": \"<string>\",\n  \"data\": {},\n  \"data.firstName\": \"<string>\",\n  \"data.lastName\": \"<string>\",\n  \"data.cvEmail\": \"<string>\",\n  \"data.phone\": \"<string>\",\n  \"data.location\": \"<string>\",\n  \"data.linkedinUrl\": \"<string>\",\n  \"data.githubUrl\": \"<string>\",\n  \"data.portfolioUrl\": \"<string>\",\n  \"data.title\": \"<string>\",\n  \"data.summary\": \"<string>\",\n  \"data.education\": [\n    {}\n  ],\n  \"data.education[].institutionName\": \"<string>\",\n  \"data.education[].degreeType\": \"<string>\",\n  \"data.education[].fieldOfStudy\": \"<string>\",\n  \"data.education[].startDate\": \"<string>\",\n  \"data.education[].endDate\": \"<string>\",\n  \"data.education[].isCurrent\": true,\n  \"data.education[].gpa\": 123,\n  \"data.workExperience\": [\n    {}\n  ],\n  \"data.workExperience[].companyName\": \"<string>\",\n  \"data.workExperience[].jobTitle\": \"<string>\",\n  \"data.workExperience[].location\": \"<string>\",\n  \"data.workExperience[].startDate\": \"<string>\",\n  \"data.workExperience[].endDate\": \"<string>\",\n  \"data.workExperience[].isCurrent\": true,\n  \"data.workExperience[].description\": \"<string>\",\n  \"data.skills\": [\n    {}\n  ],\n  \"data.skills[]\": \"<string>\",\n  \"data.expectedSalary\": 123,\n  \"data.workPreference\": \"<string>\",\n  \"data.noticePeriod\": 123,\n  \"data.availabilityStatus\": \"<string>\"\n}"

response = http.request(request)
puts response.read_body

Endpoint

POST /api/v1/cv-parse/confirm

Base URL: http://localhost:3000/api/v1

This endpoint requires authentication and Job Seeker role.

Authentication

Include the access token in the Authorization header:

Authorization: Bearer YOUR_ACCESS_TOKEN

Description

Review the parsed CV data and confirm to save it to your profile. This creates or updates your JobSeekerProfile, Education, WorkExperience, and JobSeekerSkill records.

The backend uses the stored parsed CV as the base version, then applies any fields you send in data before saving.

Arrays are full replacements. If you send education or workExperience, the full array is deleted and recreated.

To add or update one item, first get the current array from preview, then send the complete array with your change.

For partial updates after confirmation, use the dedicated Education, Work Experience, etc… APIs.

Request Body

parseResultId · string · required

The parse result identifier returned by POST /cv/confirm or GET /cv-parse/preview.

data · object · required

CV data with optional overrides. All fields are optional except workPreference and availabilityStatus.

data.firstName · string

First name override.

data.lastName · string

Last name override.

data.cvEmail · string

Email address override.

data.phone · string

Phone number override.

data.location · string

Location/address override.

data.linkedinUrl · string

LinkedIn profile URL override.

data.githubUrl · string

GitHub profile URL override.

data.portfolioUrl · string

Portfolio website URL override.

data.title · string

Job title override (e.g., “Software Engineer”).

data.summary · string

Professional summary override.

data.education · array

Education array override. If sent, it replaces the stored education.

data.education[].institutionName · string · required

Institution name.

data.education[].degreeType · string · required

Degree type: ASSOCIATE, BACHELOR, MASTER, DOCTORATE.

data.education[].fieldOfStudy · string · required

Field of study.

data.education[].startDate · string · required

Start date (ISO 8601).

data.education[].endDate · string

End date (ISO 8601).

data.education[].isCurrent · boolean · required

Currently studying here.

data.education[].gpa · number

GPA score.

data.workExperience · array

Work experience array override. If sent, it replaces the stored work experience.

data.workExperience[].companyName · string · required

Company name.

data.workExperience[].jobTitle · string · required

Job title.

data.workExperience[].location · string

Job location.

data.workExperience[].startDate · string · required

Start date (ISO 8601).

data.workExperience[].endDate · string

End date (ISO 8601).

data.workExperience[].isCurrent · boolean · required

Currently working here.

data.workExperience[].description · string · required

Job description.

data.skills · array

Skills array. Skills from the parsed CV are kept (verified). User-added skills are appended (unverified).

data.skills[] · string

Skill name. If skill already exists in parsed CV, it’s marked as verified. New skills are unverified.

data.expectedSalary · number

Expected salary.

data.workPreference · string · required

Work preference: ONSITE, REMOTE, HYBRID, ANY.

data.noticePeriod · number

Notice period in days.

data.availabilityStatus · string · required

Availability status: OPEN_TO_WORK, NOT_LOOKING, PASSIVELY_LOOKING.

Request Example

{
  "parseResultId": "9968ae8c-e8f4-4d36-a17a-79215cca669c",
  "data": {
    "cvEmail": "[e-mail]",
    "phone": "[phone]",
    "summary": "Software Engineer with 1+ year of experience building scalable APIs with Node.js and NestJS.",
    "skills": ["TypeScript", "Node.js", "NestJS", "Docker"],
    "workPreference": "REMOTE",
    "availabilityStatus": "OPEN_TO_WORK"
  }
}

Response

Success Response (200 OK)

{
  "success": true,
  "data": {
    "message": "Profile updated successfully from CV"
  },
  "message": "Success",
  "meta": {
    "timestamp": "2026-04-23T20:00:00.000Z",
    "path": "/cv-parse/confirm",
    "method": "POST"
  }
}

Error Responses

400 Bad Request - Validation Error (missing required fields)

{
  "success": false,
  "error": {
    "message": "data must be defined, workPreference must be a valid enum value, availabilityStatus must be a valid enum value",
    "statusCode": 400,
    "timestamp": "2026-04-23T20:00:00.000Z",
    "path": "/cv-parse/confirm",
    "method": "POST",
    "details": "Bad Request"
  }
}

400 Bad Request - No Completed Parse Result

{
  "success": false,
  "error": {
    "message": "No completed parse result to confirm",
    "statusCode": 400,
    "timestamp": "2026-04-23T20:00:00.000Z",
    "path": "/cv-parse/confirm",
    "method": "POST",
    "details": "Bad Request"
  }
}

401 Unauthorized

{
  "success": false,
  "error": {
    "message": "Unauthorized",
    "statusCode": 401,
    "timestamp": "2026-04-23T20:00:00.000Z",
    "path": "/cv-parse/confirm",
    "method": "POST",
    "details": "Unauthorized"
  }
}

403 Forbidden

{
  "success": false,
  "error": {
    "message": "Forbidden resource",
    "statusCode": 403,
    "timestamp": "2026-04-23T20:00:00.000Z",
    "path": "/cv-parse/confirm",
    "method": "POST",
    "details": "Forbidden"
  }
}

404 Not Found - Parse Result Not Found

{
  "success": false,
  "error": {
    "message": "Parse result not found",
    "statusCode": 404,
    "timestamp": "2026-04-23T20:00:00.000Z",
    "path": "/cv-parse/confirm",
    "method": "POST",
    "details": "Not Found"
  }
}

Complete CV Flow

1. Upload CV

   Call POST /cv/presigned-url to get an upload URL
2. Upload File

   Upload the file using PUT with the upload URL
3. Confirm Upload

   Call POST /cv/confirm to trigger NLP parsing
4. Preview Data

   Call GET /cv-parse/preview to see parsed results
5. Confirm & Save

   Call POST /cv-parse/confirm to save to your profile

What gets saved: JobSeekerProfile (title, summary, phone, cvEmail, location, links, preferences), Education, WorkExperience, and JobSeekerSkill.

Skills from parsed CV are saved with verified: true; manually added skills are saved with verified: false.

yearsOfExperience is always taken from the parsed CV and cannot be modified.

After confirmation, the CvParseResult record is deleted from the database. Calling GET /cv-parse/preview will return a 404 after confirmation.