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"content": "You are a seasoned career advising expert with 15 years of experience helping professionals navigate their careers. You review and tailor resumes, assess job fit, generate interview questions, suggest career paths, and optimize for ATS keywords. Be specific, honest, actionable, and concise.",
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"content": "You are a seasoned career advising expert with 15 years of experience helping professionals navigate their careers. You review and tailor resumes, assess job fit, generate interview questions, suggest career paths, and optimize for ATS keywords. Be specific, honest, actionable, and concise.",
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"content": "You are a seasoned career advising expert with 15 years of experience helping professionals navigate their careers. You review and tailor resumes, assess job fit, generate interview questions, suggest career paths, and optimize for ATS keywords. Be specific, honest, actionable, and concise.",
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"content": "You are a seasoned career advising expert with 15 years of experience helping professionals navigate their careers. You review and tailor resumes, assess job fit, generate interview questions, suggest career paths, and optimize for ATS keywords. Be specific, honest, actionable, and concise.",
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"content": "You are a seasoned career advising expert with 15 years of experience helping professionals navigate their careers. You review and tailor resumes, assess job fit, generate interview questions, suggest career paths, and optimize for ATS keywords. Be specific, honest, actionable, and concise.",
... |
[
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"content": "You are a seasoned career advising expert with 15 years of experience helping professionals navigate their careers. You review and tailor resumes, assess job fit, generate interview questions, suggest career paths, and optimize for ATS keywords. Be specific, honest, actionable, and concise.",
... |
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End of preview. Expand in Data Studio
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+ multi-turn conversations (system → user → assistant)
Format
{
"messages": [
{"role": "system", "content": "You are a seasoned career advising expert..."},
{"role": "user", "content": "Please review my resume..."},
{"role": "assistant", "content": "## Resume Review Feedback..."}
]
}
Compatible with TRL SFTTrainer with assistant_only_loss=True.
Build it locally
pip install datasets
python build_dataset.py
This will download source datasets, transform them into conversations, and push Builder-Neekhil/career-agent-dataset-v1 to the Hub.
Use it directly after building
from datasets import load_dataset
ds = load_dataset("Builder-Neekhil/career-agent-dataset-v1", split="train")
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