The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
UK / Scotland
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 149 168 160
Rank change year-on-year +19 -8  
Permanent jobs citing Data Extraction 2 2 5
As % of all permanent IT jobs advertised in Scotland 0.074% 0.070% 0.16%
As % of the Processes & Methodologies category 0.081% 0.076% 0.18%
Number of salaries quoted 1 2 3
Median salary £45,000 £37,250 £40,000
Median salary % change year-on-year +20.80% -6.87%  
UK excluding London median salary £40,000 £45,000 £34,500
% change year-on-year -11.11% +30.43%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2474 2623 2802
As % of all permanent IT job vacancies advertised in Scotland 91.29% 91.33% 89.98%
Number of salaries quoted 1590 1485 1762
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £32,000 £30,000 £32,000
10% offered a salary of more than £68,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Extraction
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Extraction as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Extraction in Scotland

Data Extraction
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT 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 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -8 2 £45,000 +20.80% 3
Data Extraction
UK

For the 6 months to 28 June 2017, IT jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Extraction.

1 4 (57.14%) SQL
2 3 (42.86%) Finance
2 3 (42.86%) Data Analysis
2 3 (42.86%) MongoDB
2 3 (42.86%) NoSQL
2 3 (42.86%) Natural Language Processing
2 3 (42.86%) Analytics
2 3 (42.86%) Analytical Skills
3 2 (28.57%) OCR
3 2 (28.57%) Data Analytics
3 2 (28.57%) R
3 2 (28.57%) Data Cleansing
3 2 (28.57%) Statistical Analysis
3 2 (28.57%) Statistics
3 2 (28.57%) Degree
3 2 (28.57%) Law
3 2 (28.57%) Legal
3 2 (28.57%) Data Mining
3 2 (28.57%) SAS
3 2 (28.57%) SPSS
3 2 (28.57%) Numerate Degree
4 1 (14.29%) Java
4 1 (14.29%) Benchmarking
4 1 (14.29%) Project Management
4 1 (14.29%) Microsoft
4 1 (14.29%) VB
4 1 (14.29%) VBA
4 1 (14.29%) Microsoft Office
4 1 (14.29%) Apache
4 1 (14.29%) Microsoft Excel

Data Extraction
Co-occurring IT Skills in Scotland by Category

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

Application Platforms
1 2 (28.57%) SAS
2 1 (14.29%) Apache
Applications
1 2 (28.57%) SPSS
2 1 (14.29%) Microsoft Excel
2 1 (14.29%) Microsoft Office
Database & Business Intelligence
1 3 (42.86%) MongoDB
1 3 (42.86%) NoSQL
2 2 (28.57%) Data Mining
General
1 3 (42.86%) Finance
2 2 (28.57%) Law
2 2 (28.57%) Legal
3 1 (14.29%) Banking
Job Titles
1 3 (42.86%) Analyst
1 3 (42.86%) Data Scientist
1 3 (42.86%) Senior Analyst
2 1 (14.29%) Credit Analyst
2 1 (14.29%) Credit Risk Analyst
2 1 (14.29%) Data Analytics Specialist
2 1 (14.29%) Risk Analyst
2 1 (14.29%) Senior Credit Risk Analyst
2 1 (14.29%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 3 (42.86%) Natural Language Processing
Miscellaneous
1 3 (42.86%) Analytical Skills
2 1 (14.29%) Credit Risk
2 1 (14.29%) Virtual Team
Processes & Methodologies
1 3 (42.86%) Analytics
1 3 (42.86%) Data Analysis
2 2 (28.57%) Data Analytics
2 2 (28.57%) Data Cleansing
2 2 (28.57%) OCR
2 2 (28.57%) Statistical Analysis
2 2 (28.57%) Statistics
3 1 (14.29%) Actionable Insight
3 1 (14.29%) Benchmarking
3 1 (14.29%) Project Management
3 1 (14.29%) Risk Management
3 1 (14.29%) Stakeholder Engagement
3 1 (14.29%) WFM
3 1 (14.29%) Workflow
Programming Languages
1 4 (57.14%) SQL
2 2 (28.57%) R
3 1 (14.29%) Java
3 1 (14.29%) VB
3 1 (14.29%) VBA
Qualifications
1 2 (28.57%) Degree
1 2 (28.57%) Numerate Degree
Vendors
1 1 (14.29%) Microsoft
Edinburgh
Churchill Frank
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £50000 per annum
Posted: 19 days ago