Taiwan Software Jobs Dataset

Columns

• 職缺類別 (Job Category): The overarching category of the job.
• 職位類別 (Position Category): A more specific classification of the position.
• 職位 (Position): The exact job title or role.
• 縣市 (City/County): The city or county where the job is located.
• 地區 (District/Area): The specific district or area within the city/county.
• 供需人數 (應徵人數) (Number of Applicants): The number of individuals who have applied for the position.
• 公司名稱 (Company Name): The name of the company offering the job.
• 職缺名稱 (Job Title): The title of the open position.
• 工作內容 (Job Description): A detailed description of the job's responsibilities.
• 職務類別 (Job Type): The nature or type of the job (e.g., full-time, part-time).
• 工作待遇 (Salary): The salary range or compensation offered for the position.
• 工作性質 (Nature of Work): A description of the work environment or style.
• 上班地點 (Work Location): The physical address where the work is performed.
• 管理責任 (Management Responsibility): Indicates if the role involves managing others.
• 上班時段 (Working Hours): The typical working hours for the position.
• 需求人數 (Number of Positions): The number of openings for this particular job.
• 工作經歷 (Work Experience): The required level of prior work experience.
• 學歷要求 (Educational Requirements): The minimum educational qualification needed.
• 科系要求 (Departmental Requirements): Specific academic departments or fields of study required.
• 擅長工具 (Tools Proficiency): Tools or software proficiency expected for the role.
• 工作技能 (Job Skills): Essential skills required for the job.
• 其他條件 (Other Conditions): Any additional specific requirements or conditions.
• 資本額 (Capital Amount): The company's capital amount.
• 員工人數 (Number of Employees): The number of employees in the company.
• 公司標籤 (Company Tags): Keywords or tags associated with the company.

Distribution

Usage

• Exploratory Data Analysis: Examine trends in job categories, salaries, and educational requirements. Analyse job distribution across different cities and districts.
• Visualisation: Create visual representations of job distribution across various sectors or locations, and visualise salary ranges in relation to educational and experience requirements.
• Database Query Practice: Refine SQL query skills or Pandas data manipulation techniques to extract specific information, such as in-demand skills or companies offering higher salaries.
• Natural Language Processing (NLP) Tasks:
  • Text Classification: Predict job categories or classify jobs into salary brackets based on descriptions.
  • Sentiment Analysis: Assess company reputation from company tags.
  • Topic Modelling: Uncover common themes and required skills in the software sector.
  • Named Entity Recognition (NER): Extract specific entities like tools, skills, and qualifications.
  • Text Summarisation: Generate concise summaries of job descriptions.
  • Language Modelling: Create realistic job descriptions for job listing creation or industry language analysis.
  • Machine Translation: Translate dataset content for broader accessibility.
• Predictive Analysis: Forecast applicant volume based on various job listing factors.

Coverage

License

Who Can Use It

• Job Seekers: To understand market trends, identify in-demand skills, and gauge salary expectations within the Taiwanese software industry.
• Employers: To analyse competitor offerings, identify ideal candidate profiles, and inform their recruitment strategies.
• Data Scientists and Analysts: For conducting exploratory data analysis, creating insightful visualisations, and practising data manipulation techniques.
• NLP Engineers and Researchers: To apply and refine their skills in text classification, sentiment analysis, topic modelling, NER, and language modelling in a real-world context.
• Academics: For research into the Taiwanese labour market, industry trends, and the application of data science techniques to human resources.

Dataset Name Suggestions

• Taiwan Software Jobs Dataset
• Taiwan Tech Job Listings
• 104.com Taiwan Software Careers
• Taiwan IT Job Market Insights
• Taiwanese Developer Job Data

Attributes