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LinkedIn Berlin Data Jobs
Data Science and Analytics
Tags and Keywords
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Free
About
This dataset provides a collection of 422 job listings from LinkedIn, specifically focusing on the data-tech market in Berlin for 2024. Its primary purpose is to enable an in-depth analysis of the data job market, particularly with an interest in applying Natural Language Processing (NLP) techniques to extract in-demand tools and skills from job descriptions. This is an initial release, with plans for future uploads to include more job listings and diverse search terms.
Columns
The dataset includes the following columns:
- job_title: The title of the job opening.
- company_name: The name of the company offering the job.
- post_date: The date when the job was originally posted.
- repost_date: The date when the job was reposted, if applicable.
- email: Any email contact found in the job listing.
- number_of_employees: The number of employees at the company.
- job_desc: The full description of the job.
- num_applicants: The number of applications received for the job.
- job_type: The type of job (e.g., full-time, contract).
- job_level: The seniority level of the job (e.g., Mid-Senior level, Associate).
- job_remote: Indicates if the job is remote.
- language: The language specified for the job.
- salary: Salary information if available.
- sector: The industry sector of the company.
- link: A direct link to the job posting on LinkedIn.
- search_term: The specific search term used to find the job (e.g., "data analyst", "data scientist", "data engineer").
Distribution
This dataset comprises 422 individual job records. Data files are typically provided in a CSV format. Specific details regarding file size are not available, but the structure is defined by the listed columns.
Usage
This dataset is ideal for:
- Analysing current trends in the data job market.
- Identifying the most sought-after skills and tools by applying NLP to job descriptions.
- Understanding recruitment patterns for data scientists, data analysts, and data engineers.
- Career planning and market research within the data-tech sector.
Coverage
The dataset's geographic scope is focused on Berlin, Germany, within the broader European context. The data pertains to job listings from 2024. There are no specific notes on data availability for particular groups or years beyond the initial collection period. Future updates are planned to expand coverage.
License
CC-BY-NC
Who Can Use It
This dataset is intended for:
- Data scientists and data analysts interested in market research and NLP applications.
- Job seekers in the data-tech field looking to understand market demands.
- Researchers studying employment trends and skill requirements.
- Organisations interested in talent acquisition strategies for data professionals.
Dataset Name Suggestions
- LinkedIn Berlin Data Jobs 2024
- Berlin Data Science & Engineering Roles
- European Data Job Market Insights (Berlin)
- NLP-Ready Data Career Opportunities Berlin
Attributes
Original Data Source: Linkedin Data Scientist/Analyst jobs (Berlin 2024)
QUALITY