Data Extraction Jobs in Scotland

Data Extraction
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Data Extraction skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Extraction over the 6 months leading up to 12 May 2025, comparing them to the same period in the previous two years.

6 months to
12 May 2025
Same period 2024 Same period 2023
Rank 141 275 208
Rank change year-on-year +134 -67 +26
Permanent jobs citing Data Extraction 23 1 12
As % of all permanent jobs advertised in Scotland 0.77% 0.015% 0.26%
As % of the Processes & Methodologies category 0.83% 0.016% 0.28%
Number of salaries quoted 12 1 6
10th Percentile - - £37,660
25th Percentile £25,000 £47,500 £44,674
Median annual salary (50th Percentile) £25,625 £50,000 £50,119
Median % change year-on-year -48.75% -0.24% -0.24%
75th Percentile £25,938 £52,500 £53,029
90th Percentile £39,494 - -
UK median annual salary £45,000 £60,000 £50,238
% change year-on-year -25.00% +19.43% -8.66%

All Process and Methodology Skills
Scotland

Data Extraction falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,783 6,201 4,355
As % of all permanent jobs advertised in Scotland 92.95% 92.47% 94.22%
Number of salaries quoted 1,366 2,420 2,190
10th Percentile £31,250 £28,750 £32,000
25th Percentile £44,000 £40,375 £42,000
Median annual salary (50th Percentile) £55,000 £52,500 £57,500
Median % change year-on-year +4.76% -8.70% +6.20%
75th Percentile £63,608 £65,000 £72,500
90th Percentile £82,979 £80,000 £85,000
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

Data Extraction
Job Vacancy Trend in Scotland

Job postings citing Data Extraction as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Extraction in Scotland

Data Extraction
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Data Extraction in Scotland.

Salary trend for Data Extraction in Scotland

Data Extraction
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the Scotland region over the 6 months to 12 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh - 23 £25,625 - 1
Data Extraction
UK

Data Extraction
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (8.70%) SAS
Cloud Services
1 9 (39.13%) AWS
2 4 (17.39%) Snowflake
Database & Business Intelligence
1 10 (43.48%) Big Data
2 7 (30.43%) Tableau
Development Applications
1 2 (8.70%) Git
General
1 17 (73.91%) Finance
2 12 (52.17%) Analytical Skills
3 10 (43.48%) Banking
3 10 (43.48%) Social Skills
4 5 (21.74%) Influencing Skills
5 2 (8.70%) Legal
5 2 (8.70%) Organisational Skills
Job Titles
1 19 (82.61%) Analyst
2 17 (73.91%) Data Analyst
3 2 (8.70%) Data Analytics Analyst
3 2 (8.70%) Data Modeller
3 2 (8.70%) Data Scientist
3 2 (8.70%) Finance Modeller
3 2 (8.70%) Financial Analyst
Libraries, Frameworks & Software Standards
1 3 (13.04%) JSON
Miscellaneous
1 2 (8.70%) Algorithms
1 2 (8.70%) Analytical Mindset
Processes & Methodologies
1 17 (73.91%) Analytics
2 15 (65.22%) Data Analytics
3 11 (47.83%) Visualisation
4 10 (43.48%) Mathematics
4 10 (43.48%) Predictive Modelling
4 10 (43.48%) Statistical Modelling
4 10 (43.48%) Statistics
4 10 (43.48%) Storytelling
5 7 (30.43%) Data Analysis
5 7 (30.43%) Data Migration
5 7 (30.43%) Migration
6 4 (17.39%) Data Management
7 3 (13.04%) Actionable Insight
7 3 (13.04%) Agile
7 3 (13.04%) Data Engineering
7 3 (13.04%) Data Science
8 2 (8.70%) Customer Experience
8 2 (8.70%) Customer Service
8 2 (8.70%) Generative AI
8 2 (8.70%) LLM
Programming Languages
1 21 (91.30%) SQL
2 6 (26.09%) Python
3 4 (17.39%) R
4 3 (13.04%) JavaScript
Qualifications
1 12 (52.17%) Degree
Quality Assurance & Compliance
1 8 (34.78%) Data Quality
2 1 (4.35%) Actionable Recommendations
2 1 (4.35%) QA
Vendors
1 2 (8.70%) Genesys
1 2 (8.70%) Verint