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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Extraction
UK / Scotland
Rank 133 154 -
Rank change year-on-year +21 -  
Permanent jobs citing Data Extraction 5 5 0
As % of all permanent IT jobs advertised in Scotland 0.22% 0.17% -
As % of the Processes & Methodologies category 0.24% 0.19% -
Number of salaries quoted 4 2 0
Median salary £57,750 £42,500 -
Median salary % change year-on-year +35.88% -  
UK excluding London median salary £42,500 £37,500 £35,000
% change year-on-year +13.33% +7.14%  

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 2116 2646 2748
As % of all permanent IT job vacancies advertised in Scotland 91.25% 90.49% 88.90%
Number of salaries quoted 1329 1706 1674
Median salary £45,000 £46,500 £44,000
Median salary % change year-on-year -3.22% +5.68%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Extraction in Scotland over the 3 months to 24 March 2017.

Salary histogram 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 24 March 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
Glasgow - 3 £60,000 -
Edinburgh -5 1 £55,500 +30.58% 1
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in Scotland

For the 6 months to 24 March 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 5 (62.50%) SQL
2 4 (50.00%) Finance
2 4 (50.00%) Degree
3 3 (37.50%) Project Management
3 3 (37.50%) Computer Science
3 3 (37.50%) Problem Management
3 3 (37.50%) MongoDB
3 3 (37.50%) NoSQL
3 3 (37.50%) Service Management
3 3 (37.50%) Change Management
3 3 (37.50%) Disaster Recovery
3 3 (37.50%) Unix
3 3 (37.50%) Windows
3 3 (37.50%) MS Excel
3 3 (37.50%) Business Intelligence
3 3 (37.50%) Microsoft
3 3 (37.50%) Natural Language Processing
4 2 (25.00%) OCR
4 2 (25.00%) Data Mining
4 2 (25.00%) Law
4 2 (25.00%) Legal
4 2 (25.00%) Data Analysis
5 1 (12.50%) Statistical Analysis
5 1 (12.50%) Statistics
5 1 (12.50%) R
5 1 (12.50%) Credit Risk
5 1 (12.50%) Data Cleansing
5 1 (12.50%) SAS
5 1 (12.50%) SPSS
5 1 (12.50%) Apache

Data Extraction
Top Related 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 1 (12.50%) Apache
1 1 (12.50%) SAS
Applications
1 3 (37.50%) MS Excel
2 1 (12.50%) SPSS
Database & Business Intelligence
1 3 (37.50%) MongoDB
1 3 (37.50%) NoSQL
2 2 (25.00%) Data Mining
General
1 4 (50.00%) Finance
2 2 (25.00%) Law
2 2 (25.00%) Legal
Job Titles
1 3 (37.50%) Data Scientist
1 3 (37.50%) Operations Engineer
1 3 (37.50%) Operations Support Engineer
1 3 (37.50%) Support Engineer
2 2 (25.00%) Analyst
2 2 (25.00%) Senior Analyst
3 1 (12.50%) Credit Analyst
3 1 (12.50%) Credit Risk Analyst
3 1 (12.50%) Risk Analyst
3 1 (12.50%) Senior Credit Risk Analyst
3 1 (12.50%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 3 (37.50%) Natural Language Processing
Miscellaneous
1 3 (37.50%) Computer Science
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Credit Risk
2 1 (12.50%) Virtual Team
Operating Systems
1 3 (37.50%) Unix
1 3 (37.50%) Windows
Processes & Methodologies
1 3 (37.50%) Business Intelligence
1 3 (37.50%) Change Management
1 3 (37.50%) Disaster Recovery
1 3 (37.50%) Problem Management
1 3 (37.50%) Project Management
1 3 (37.50%) Service Management
2 2 (25.00%) Data Analysis
2 2 (25.00%) OCR
3 1 (12.50%) Analytics
3 1 (12.50%) Data Analytics
3 1 (12.50%) Data Cleansing
3 1 (12.50%) Statistical Analysis
3 1 (12.50%) Statistics
Programming Languages
1 5 (62.50%) SQL
2 1 (12.50%) Java
2 1 (12.50%) R
2 1 (12.50%) VBA
Qualifications
1 4 (50.00%) Degree
Vendors
1 3 (37.50%) Microsoft
Scotland
Consult Solutions
Posted: Yesterday
Edinburgh
Churchill Frank
Salary: £55000 - £61000 per annum
Posted: 8 days ago