datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ats-career-page-urls
ATS Career Page URLs
69,638 canonical career page URLs for public job boards hosted on 40 applicant tracking system (ATS) platforms, including Greenhouse, Lever, Workable, Ashby, Workday, and BambooHR.
Each row is the canonical entry point to a public job board. The dataset is deduplicated, URL-normalized, and intended as a starting point for job-market research, labor-market analytics, ATS ecosystem analysis, and job aggregation pipelines.
Released as part of Latmay, a semantic… See the full description on the dataset page: https://huggingface.co/datasets/latmay/ats-career-page-urls.NBA-Player-Career-Stats
Dataset Description
This dataset contains a single CSV file with lifetime statistics for NBA players. The data includes various box score stats and personal information for each player's career.
Data Fields
The CSV file contains the following columns:
FULL_NAME: The player's full name
AST: Total career assists
BLK: Total career blocks
DREB: Total career defensive rebounds
FG3A: Total 3-point field goal attempts
FG3M: Total 3-point field goals made
FG3_PCT: 3-point field… See the full description on the dataset page: https://huggingface.co/datasets/Hatman/NBA-Player-Career-Stats.miluim-career-bridge
Miluim Career Bridge - Dataset
Synthetic Hebrew-context job-ad pairs translating Israeli reserve-service (miluim) experience into civilian job language, across 8 categories. Generated with Qwen/Qwen2.5-1.5B-Instruct (see notebooks/01_generation.ipynb for the full pipeline).
⚠️ Note: the Hub split shown above (train) is a technical wrapper around the single parquet file. The dataset's actual train/test division is the split column inside the data (9536 train / 1000 test) - filter… See the full description on the dataset page: https://huggingface.co/datasets/maayan890/miluim-career-bridge.nba-career-stats-eda
🏀 NBA Player Career Stats — EDA Project
Overview
This project presents an end-to-end Exploratory Data Analysis (EDA) of NBA player
career statistics. The goal is to uncover patterns in player performance, compare
active vs. retired players, and explore relationships between key basketball stats.
Source: Hatman/NBA-Player-Career-Stats
Original size: 3,093 rows × 28 columns
Final clean size: 3,078 rows × 23 columns
Target Variable: IS_ACTIVE (True = Active / False =… See the full description on the dataset page: https://huggingface.co/datasets/Omerinbar/nba-career-stats-eda.career-guidance-qa-dataset
Dataset Card for Career Guidance Dataset
Dataset Overview
This dataset provides career guidance information for a variety of career roles. It includes questions and answers related to career roles such as "Data Scientist," "Software Engineer," "Product Manager," and many more. The dataset covers aspects like job responsibilities, required skills, career progression, salary expectations, and work environment. It is intended for use in building chatbot applications for… See the full description on the dataset page: https://huggingface.co/datasets/Pradeep016/career-guidance-qa-dataset.ats-career-page-urls
ATS Career Page URLs
69,638 canonical career page URLs for public job boards hosted on 40 applicant tracking system (ATS) platforms, including Greenhouse, Lever, Workable, Ashby, Workday, and BambooHR.
Each row is the canonical entry point to a public job board. The dataset is deduplicated, URL-normalized, and intended as a starting point for job-market research, labor-market analytics, ATS ecosystem analysis, and job aggregation pipelines.
Released as part of Latmay, a semantic… See the full description on the dataset page: https://huggingface.co/datasets/Vera-001/ats-career-page-urls.nairobi-longitudinal-employment-career-mobility
Nairobi Longitudinal Employment & Career Mobility (emp-01)
A 100% synthetic longitudinal employment dataset for a fixed cohort of 10,000 Nairobi city-twin citizens. It contains 13,947 lifecycle events covering formal-employment starts, promotions, terminations, and self-employment entry, with point-in-time education, professional-credential, and occupation-qualification context.
Files
File
Rows
Columns
Grain
data/employment_events.csv
13,947
48
One row… See the full description on the dataset page: https://huggingface.co/datasets/stripeddonkey-data/nairobi-longitudinal-employment-career-mobility.NBA-Player-Career-Stats
Dataset Description
This dataset contains a single CSV file with lifetime statistics for NBA players. The data includes various box score stats and personal information for each player's career.
Data Fields
The CSV file contains the following columns:
FULL_NAME: The player's full name
AST: Total career assists
BLK: Total career blocks
DREB: Total career defensive rebounds
FG3A: Total 3-point field goal attempts
FG3M: Total 3-point field goals made
FG3_PCT: 3-point field… See the full description on the dataset page: https://huggingface.co/datasets/BLACKMAMBA86/NBA-Player-Career-Stats.career-guidance-redditResumeExtractBench
ResumeExtractBench
ResumeExtractBench is a benchmark for schema-guided structured extraction from resume documents. Given a resume PDF and a JSON Schema, systems must return structured data covering personal details, work history, education, skills, and more.
Dataset Size: 38 documents (handwritten + adversarial distractors)
Schema Sections Scored: 9 (basics, experience, education, projects, summary, certifications, awards, volunteering, skills)
Domains: 6 (engineering… See the full description on the dataset page: https://huggingface.co/datasets/Careerflow/ResumeExtractBench.indian-tech-career-intelligence-2026
India Tech Career Intelligence [1M]
About Dataset
India Tech Career Intelligence [1M] is a comprehensive, production-grade dataset containing 1,000,000 (1 Million) standardized records representing the Indian technology job and internship ecosystem.
The dataset has been designed for Data Scientists, Machine Learning Engineers, Analysts, Researchers, Students, and Developers interested in understanding hiring trends, salary distributions, skill demand, and… See the full description on the dataset page: https://huggingface.co/datasets/Uzaib52/indian-tech-career-intelligence-2026.english_career_occupation_terminology_dictionarycareer-agent-dataset-v1
Career Agent Fine-Tuning Dataset
A curated multi-turn conversational dataset for training a personal career agent.
Sources
Source
Examples
Purpose
cnamuangtoun/resume-job-description-fit
~4.6K
Job fit assessment (JSON output)
opensporks/resumes
~7.2K
Resume review, interview prep, career paths
sandeeppanem/resume-json-extraction-5k
~4.9K
Structured resume parsing
Synthetic coaching
600
Salary, pivot, networking, gaps, promotion
Total: ~12K+… See the full description on the dataset page: https://huggingface.co/datasets/Builder-Neekhil/career-agent-dataset-v1.Career-Data-Context-Repo
Hello, Friendly AI Bot!
Context Generation Date: 28 / April / 2025
Creation Timestamp: 2025-04-28T18:59:13Z
Welcome!
If you are able to read and parse this text, then this context data repository is working as intended.You have arrived at a small, modular pool of contextual data designed to provide insight into my career aspirations, professional experience, and work preferences.
Refer to the "Context Generation Date" above, or if you are able to parse file metadata, use… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Data-Context-Repo.career-guidance-qa-dataset
Dataset Card for Career Guidance Dataset
Dataset Overview
This dataset provides career guidance information for a variety of career roles. It includes questions and answers related to career roles such as "Data Scientist," "Software Engineer," "Product Manager," and many more. The dataset covers aspects like job responsibilities, required skills, career progression, salary expectations, and work environment. It is intended for use in building chatbot applications for… See the full description on the dataset page: https://huggingface.co/datasets/Anita018/career-guidance-qa-dataset.Career-Related-System-Prompts
Career Utilities System Prompts
A collection of system prompts for AI assistants focused on career guidance and job search assistance. These prompts are designed to help users navigate various aspects of career development, from resume writing to job searching and professional networking.
Repository Structure
The prompts are organized into the following categories:
career-exploration/: Prompts for exploring career paths, understanding industry trends, and making career… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Related-System-Prompts.career_change_prediction_analysis
🎯 Assignment #1: Career Change Prediction Analysis
1. Dataset Overview and Project Goal
Dataset: career_change_prediction_dataset.csv (38,444 rows, 22 features)
Source: Kaggle
Research Question: What are the primary factors that predict an individual's likelihood of changing careers?
Target Variable: Likely to Change Occupation (Binary Classification: 0/1)
2. Data Handling and Integrity (The Logical Process)
Before any analysis could begin, the first… See the full description on the dataset page: https://huggingface.co/datasets/harry120/career_change_prediction_analysis.careerbud-datasetThis dataset is a combination of four datasets to be used to fine-tune CareerBud:
ali-alkhars/interviews
ali-alkhars/cv-tips
ali-alkhars/ibm-skillsbuild
ali-alkhars/job-search
career-guidance-counsellor-QA
license: mit
task_categories:
- question-answering
language:
- en
tags:
- career
- guidance
- education
size_categories:
- 1K<n<10K
Augmented Career Guidance Dataset
Overview
This dataset is a combined and augmented collection of career advice aimed at students and young professionals.
It merges general career QA with a specialized "Stoic" perspective on professional challenges.
Dataset Composition
Parsed Entries: Manual entries parsed from custom… See the full description on the dataset page: https://huggingface.co/datasets/advy/career-guidance-counsellor-QA.careercompass-kg
ReiVyze/careercompass-kg
Generated by ML Intern
This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.
Try ML Intern: https://smolagents-ml-intern.hf.space
Source code: https://github.com/huggingface/ml-intern
Usage
from datasets import load_dataset
dataset = load_dataset('ReiVyze/careercompass-kg')
Career-Guidance
📚 Career Compass Instruction Dataset
The Career Compass Instruction Dataset is a curated set of instruction-response pairs designed to train or evaluate conversational AI systems that provide personalized career guidance. It reflects real queries students may ask and informative answers from the Career Compass AI.
✨ Dataset Summary
This dataset contains high-quality examples of how a conversational AI system can provide career-related guidance. Each row contains:… See the full description on the dataset page: https://huggingface.co/datasets/VamshiSurya/Career-Guidance.career1000ai-career-threat-index
AI Career Threat Index
An open dataset scoring 300 US professions on AI displacement risk. Every role carries
four published sub-scores — task automation potential, AI tool maturity, employer
adoption, and agentic exposure (exposure to autonomous multi-step agents, distinct from
copilot-style tools) — with a one-sentence written rationale per factor, combined by an open
formula into a single 0–100 score (higher = more exposed). MIT licensed, reviewed
quarterly, versioned on… See the full description on the dataset page: https://huggingface.co/datasets/Jott2121/ai-career-threat-index.career_recommenderTech-Career-Paths-Datasetcareerviet-job-marketLHP-Career-Impact-Metrics
[ENTITY_METRICS]: CAREER_IMPACT_ANALYSIS
SUBJECT: Dr. Luis Henrique Leonardo Pereira
STATUS: GOOGLE_KNOWLEDGE_GRAPH_VERIFIED
AUTHORITY_MILESTONES:
2025_CYCLE:
domain: "Men's Health & Sexology"
status: "Global Reference"
validation_source: "Google Algorithms (Organic Snippets)"
2026_CYCLE:
domain: "AI Vector Audit (Gemini/Transformers)"
status: "Technical Authority / L0 Auditor"
validation_source: "Alphabet Ecosystem Integration"… See the full description on the dataset page: https://huggingface.co/datasets/DocPereira/LHP-Career-Impact-Metrics.careercompass-ai-model-filesindian-tech-career-intelligence-2026
India Tech Career Intelligence [1M]
About Dataset
India Tech Career Intelligence [1M] is a comprehensive, production-grade dataset containing 1,000,000 (1 Million) standardized records representing the Indian technology job and internship ecosystem.
The dataset has been designed for Data Scientists, Machine Learning Engineers, Analysts, Researchers, Students, and Developers interested in understanding hiring trends, salary distributions, skill demand, and… See the full description on the dataset page: https://huggingface.co/datasets/ShaikFayaz042/indian-tech-career-intelligence-2026.ai-career-risk-index
AI Career Risk Index · HI-C Definition Framework
Maintained at aicareer.me. Licensed CC BY 4.0 — free to
use and adapt with attribution.
ai-career-risk-index.csv / .json
AI displacement risk scores (0–100%) for 24 professions, computed from three
weighted dimensions: Task Routinization (40%), AI Tool Penetration (35%) and
Human Judgment Dependency (25%). Sources: Frey & Osborne (Oxford), McKinsey
Global Institute, WEF Future of Jobs Report, Stanford AI Index.… See the full description on the dataset page: https://huggingface.co/datasets/pauloseyti/ai-career-risk-index.