Job Applicants
This dataset provides a comprehensive view of job applicants, tracking their personal details, application progress, interview schedules, skills assessments, and hiring decisions. It is ideal for optimizing recruitment workflows, analyzing candidate pipelines, and supporting data-driven talent acquisition strategies.
Sample rows
preview · 8 of 200 rows · all 21 columns| applicant_idstring | application_statusstring | skills_assessment_scorefloat | hiring_decisionstring | first_namestring | last_namestring | emailstring | phone_numberstring | position_appliedstring | application_datedate | interview_datedatetime | interview_locationstring | skills_liststring | decision_datedate | address_streetstring | address_citystring | address_statestring | address_postal_codestring | address_countrystring | resume_urlstring | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A001 | under_review | 88.5 | blank | Emily | Nguyen | emily.nguyen.1@ | +1-310-555-0173 | Software Engineer | 2024-03-21 | blank | blank | Java,Python,REST APIs,Unit Testing | blank | 4421 Lincoln Ave | Los Angeles | CA | 90013 | USA | https://cvstorage.com/resumes/emily_nguyen_1.pdf | Strong backend experience. Pending team review. |
| A002 | submitted | 71.2 | blank | Ravi | Patel | ravi.patel.2@ | +44 7911 123456 | Data Analyst | 2024-04-03 | blank | blank | SQL,Power BI,Excel,Python | blank | 18 Abbey Rd | London | Greater London | NW8 9AY | UK | https://cvhub.net/rpatel2.pdf | Advanced Excel skills demonstrated. |
| A003 | interview_scheduled | 80 | blank | Sophia | Martinez | sophia.martinez.3@ | +34 654 321 765 | Marketing Manager | 2024-02-28 | 2024-03-07T10:30:00 | Zoom: https://zoom.us/j/847239183 | SEO,Content Marketing,Google Analytics | blank | Calle de Goya 23 | Madrid | Madrid | 28001 | Spain | https://files.resumehost.com/smartinez3.pdf | Scheduled for interview next week. |
| A004 | under_review | 93.1 | blank | David | Chen | david.chen.4@ | +1 917-555-8812 | UI/UX Designer | 2024-04-12 | blank | blank | Sketch,Figma,Adobe XD,Wireframing | blank | 212 5th Ave | New York | NY | 10010 | USA | https://cvstorage.com/dchen4.pdf | Portfolio is highly creative. |
| A005 | offer_extended | 77.7 | blank | Fatima | Abdullah | fatima.abdullah.5@ | +971 50 123 4567 | Product Manager | 2024-03-16 | blank | blank | Agile,Kanban,Stakeholder Management | blank | Al Wasl Rd, Apt 5C | Dubai | Dubai | 00000 | UAE | https://cvhub.net/fabdullah5.pdf | Offer extended. Awaiting response. |
| A006 | interviewed | 92.7 | blank | Liam | Johnson | liam.johnson.6@ | +61 488 123 456 | Software Engineer | 2024-03-14 | 2024-03-17T14:00:00 | Sydney Office, 44 Pitt St | JavaScript,React,Node.js,Testing | blank | 15 George St | Sydney | NSW | 2000 | Australia | https://cvstorage.com/ljohnson6.pdf | Interview completed. Awaiting feedback. |
| A007 | submitted | 68.9 | blank | Olivia | Brown | olivia.brown.7@ | +1-408-555-0192 | Business Analyst | 2024-04-09 | blank | blank | Excel,Requirements Gathering,Visio | blank | 713 Oak St | San Jose | CA | 95112 | USA | https://files.resumehost.com/obrown7.pdf | Needs further review of business case. |
| A008 | under_review | 85.4 | blank | Grace | Kim | grace.kim.8@ | +82 10-1234-5678 | Data Scientist | 2024-03-26 | blank | blank | Python,R,Scikit-learn,TensorFlow | blank | 46 Gangnam-daero | Seoul | Seoul | 06130 | South Korea | https://cvhub.net/gkim8.pdf | Strong ML background. |
| A009 | rejected | 59.6 | rejected | Lucas | Dubois | lucas.dubois.9@ | +33 6 12 34 56 78 | Project Coordinator | 2024-02-19 | blank | blank | MS Project,Planning,Reporting | 2024-03-12 | 17 Rue de la Paix | Paris | Île-de-France | 75002 | France | https://cvstorage.com/ldubois9.pdf | Skills not aligned with project needs. |
| A010 | hired | 81 | hired | Hannah | Stewart | hannah.stewart.10@ | +1-303-555-0188 | HR Specialist | 2024-01-29 | blank | blank | Recruitment,Payroll,HRIS | 2024-02-14 | 221 Baker St | Denver | CO | 80203 | USA | https://files.resumehost.com/hstewart10.pdf | Accepted offer. Will join next month. |
| A011 | submitted | 78.3 | blank | Mohammed | Al-Farsi | mohammed.alfarsi.11@ | +968 9934 5678 | Network Engineer | 2024-03-12 | blank | blank | Cisco,Firewall,LAN,WAN | blank | 105 Sultan Qaboos St | Muscat | Muscat | 112 | Oman | https://cvhub.net/malfarsi11.pdf | Strong certifications. Awaiting review. |
| A012 | interviewed | 74.5 | blank | Charlotte | Smith | charlotte.smith.12@ | +1-617-555-0219 | QA Tester | 2024-03-07 | 2024-03-10T11:00:00 | Boston Office, 22 Main St | Selenium,Jira,Manual Testing | blank | 144 Beacon St | Boston | MA | 02116 | USA | https://files.resumehost.com/csmith12.pdf | Interviewed, feedback positive. |
| A013 | under_review | 89.3 | blank | Mateusz | Kowalski | mateusz.kowalski.13@ | +48 601 234 567 | DevOps Engineer | 2024-04-02 | blank | blank | AWS,Docker,Kubernetes,CI/CD | blank | ul. Długa 7 | Warsaw | Mazowieckie | 00-238 | Poland | https://cvstorage.com/mkowalski13.pdf | Solid cloud experience. |
| A014 | withdrawn | 67.2 | withdrawn | Sarah | Evans | sarah.evans.14@ | +1-214-555-0172 | Graphic Designer | 2024-02-23 | blank | blank | Photoshop,Illustrator,Branding | 2024-03-01 | 4302 Elm St | Dallas | TX | 75226 | USA | https://cvhub.net/sevans14.pdf | Applicant withdrew application. |
| A015 | submitted | 82.9 | blank | Benjamin | Lee | benjamin.lee.15@ | +65 8123 4567 | Finance Analyst | 2024-04-13 | blank | blank | Excel,Financial Modeling,VBA | blank | 29 Orchard Rd | Singapore | Singapore | 238858 | Singapore | https://files.resumehost.com/blee15.pdf | Good technical test results. |
| A016 | offer_extended | 91 | blank | Elena | Popova | elena.popova.16@ | +7 926 123 4567 | Content Writer | 2024-01-26 | blank | blank | Copywriting,SEO,Editing | blank | ulitsa Tverskaya 12 | Moscow | Moscow | 125009 | Russia | https://cvhub.net/epopova16.pdf | Offer pending acceptance. |
| A017 | interview_scheduled | 73.5 | blank | Lucas | Fischer | lucas.fischer.17@ | +49 1512 345678 | Sales Representative | 2024-03-22 | 2024-03-29T09:30:00 | Berlin Office, Friedrichstr. 13 | Negotiation,CRM,Cold Calling | blank | Schillerstr. 20 | Berlin | Berlin | 10117 | Germany | https://cvstorage.com/lfischer17.pdf | Interview scheduled for next week. |
| A018 | under_review | 79 | blank | Isabella | Rossi | isabella.rossi.18@ | +39 347 123 4567 | Accountant | 2024-03-19 | blank | blank | SAP,Tax,Fiscal Reporting | blank | Via Roma 22 | Rome | Lazio | 00185 | Italy | https://files.resumehost.com/rossi18.pdf | Has CPA qualification. |
| A019 | rejected | 62.4 | rejected | Tariq | Ahmed | tariq.ahmed.19@ | +92 300 1234567 | IT Support Specialist | 2024-02-11 | blank | blank | Windows,Linux,Troubleshooting | 2024-03-05 | Model Town Block A | Lahore | Punjab | 54000 | Pakistan | https://cvstorage.com/tahmed19.pdf | Basic troubleshooting skills. Rejected. |
| A020 | hired | 86.1 | hired | Yasmin | Ali | yasmin.ali.20@ | +1-415-555-0195 | Customer Service Representative | 2024-03-28 | blank | blank | CRM,Communication,Conflict Resolution | 2024-04-10 | 590 Market St | San Francisco | CA | 94104 | USA | https://cvhub.net/yali20.pdf | Excellent communication. Hired. |
What the 200 rows show
from the 200-row sampleRejected (application status) stands out: mean skills_
- 79.5median skills_
assessment_ score - 45address countries
Median 79.5, from 45.8 to 94.2.
- string 17
- float 1
- date 2
- datetime 1
Columns
21 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 17 columns | |||
applicant_id | string | Unique identifier for each job applicantunique | A001 |
first_name | string | Applicant's first name | Emily |
last_name | string | Applicant's last name | Nguyen |
email | string | Applicant's email addressunique | brian.mehta@ |
phone_number | string | Applicant's phone numberoptional | +1-310-555-0173 |
resume_url | string | URL to the applicant's resume documentoptional | https://cvstorage.com/res… |
position_applied | string | Job title or position the applicant is applying for | Software Engineer |
application_status | string | Current status of the application8 values | under_review |
interview_location | string | Location or format of the interview (e.g., office address, video call link)optional | Video call: Google Meet |
skills_list | string | Comma-separated list of applicant's key skillsoptional | Recruitment,Payroll,HRIS |
hiring_decision | string | Final hiring decision for the applicanthired · rejected · withdrawn · pending · optional | rejected |
notes | string | Additional notes or comments from recruiters/interviewersoptional | Strong ML background. |
address_street | string | Applicant's street addressoptional | 4421 Lincoln Ave |
address_city | string | Applicant's cityoptional | Los Angeles |
address_state | string | Applicant's state or provinceoptional | CA |
address_postal_code | string | Applicant's postal or ZIP codeoptional | 90013 |
address_country | string | Applicant's country of residenceoptional | USA |
| Numbers 1 column | |||
skills_assessment_score | float | Score received by the applicant in the skills assessment (0-100 scale)0 to 100 · optional | 88.5 |
| Dates and times 3 columns | |||
application_date | date | Date when the application was submitted | 2024-03-21 |
interview_date | datetime | Scheduled date and time for the applicant's interview (if applicable)optional | 2024-03-07T10:30:00 |
decision_date | date | Date when the hiring decision was made for the applicantoptional | 2024-03-12 |
Use it for
A human resources dashboard
Skills_
assessment_ score by application_ status and a breakdown of hiring_ decision. Excel, Power BI or Tableau. Why do the 18 rejected rows have a mean skills_
assessment_ score of 57.6? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Applicants200A00188.5under_re…A00271.2submittedA00380intervie…
A software demo
Believable applicants with first_
name, last_ name and email to fill a screen in front of a buyer.
This dataset200 rows21 columns
Yours1,000 rows21 columnsinterview_location: UK only
blueprint · job-applicants
Behind this dataset
Same schema. As many rows as you need.
These 200 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
Rules it was built with
- Application date before interview dates
- Status progresses through pipeline stages
- Skills match job requirements percentage
- Salary expectations within budget range
- References checked before offer stage
Open the blueprint in Data Factory
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- job-applicants