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"role": "user",
"conte... |
[
{
"role": "system",
"content": "You are a professional career advisor specializing in Nordic and European job markets. You help job seekers with cover letters, job analysis, interview preparation, and career guidance. Respond in the same language as the user's query."
},
{
"role": "user",
"conte... |
[
{
"role": "system",
"content": "You are a professional career advisor specializing in Nordic and European job markets. You help job seekers with cover letters, job analysis, interview preparation, and career guidance. Respond in the same language as the user's query."
},
{
"role": "user",
"conte... |
[
{
"role": "system",
"content": "You are a professional career advisor specializing in Nordic and European job markets. You help job seekers with cover letters, job analysis, interview preparation, and career guidance. Respond in the same language as the user's query."
},
{
"role": "user",
"conte... |
[
{
"role": "system",
"content": "You are a professional career advisor specializing in Nordic and European job markets. You help job seekers with cover letters, job analysis, interview preparation, and career guidance. Respond in the same language as the user's query."
},
{
"role": "user",
"conte... |
[
{
"role": "system",
"content": "You are a professional career advisor specializing in Nordic and European job markets. You help job seekers with cover letters, job analysis, interview preparation, and career guidance. Respond in the same language as the user's query."
},
{
"role": "user",
"conte... |
End of preview. Expand in Data Studio
AI Job Searcher Training Data
Fine-tuning dataset for a career advisor AI specializing in Nordic and European job markets.
Dataset Description
This dataset contains 1,040 training examples across 9 languages and 5 task categories, formatted as chat conversations (system/user/assistant) suitable for fine-tuning LLMs.
Task Categories
| Category | Examples | Description |
|---|---|---|
| Cover Letter Generation | 208 | Professional cover letters from job description + user profile |
| Job Listing Analysis | 208 | Structured analysis of job postings (skills, salary, match score) |
| Interview Preparation | 208 | 7-8 interview questions with STAR-format behavioral + technical answers |
| Job Search Optimization | 208 | Optimized search keywords for Nordic job portals |
| CV Bullet Points | 208 | Polished, achievement-oriented bullet points from raw descriptions |
Languages
| Language | Code | Examples |
|---|---|---|
| English | en | 150 |
| Norwegian | no | 140 |
| Swedish | sv | 130 |
| Danish | da | 120 |
| German | de | 110 |
| Spanish | es | 100 |
| French | fr | 100 |
| Finnish | fi | 100 |
| Portuguese | pt | 90 |
Industries Covered
IT/Technology, Healthcare, Engineering, Finance, Education, Hospitality
Format
Each example follows the OpenAI/HuggingFace chat format:
{
"messages": [
{"role": "system", "content": "You are a professional career advisor..."},
{"role": "user", "content": "Job: Software Engineer at Equinor..."},
{"role": "assistant", "content": "Dear Hiring Manager..."}
]
}
System Prompt
You are a professional career advisor specializing in Nordic and European job markets. You help job seekers with cover letters, job analysis, interview preparation, and career guidance. Respond in the same language as the user's query.
Files
train_combined.jsonl— All 1,040 examples combinedtrain_{lang}.jsonl— Per-language splits (no, sv, da, en, es, pt, fr, de, fi)
Usage
With Hugging Face datasets
from datasets import load_dataset
# Load all data
dataset = load_dataset("ai-colombia/ai-job-searcher-training-data", data_files="train_combined.jsonl")
# Load specific language
dataset_no = load_dataset("ai-colombia/ai-job-searcher-training-data", data_files="train_no.jsonl")
For OpenAI Fine-tuning
openai api fine_tuning.jobs.create -m gpt-4o-mini -t train_combined.jsonl
Realistic Nordic Content
Includes authentic company names (Equinor, Spotify, Novo Nordisk, Nokia, etc.), job titles, cities, salary ranges, and job portals (Finn.no, Platsbanken, Jobnet, Duunitori, NAV) across Nordic countries.
License
Apache 2.0
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