The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Data Extraction over the 3 months to 30 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Oct 2014
Same period 2013 Same period 2012
Data Extraction
Rank 109 93 90
Rank change year-on-year
-16 -3
Permanent jobs citing Data Extraction 3 8 3
As % of all permanent IT jobs located in Edinburgh 0.20% 0.57% 0.25%
As % of the Miscellaneous category 0.49% 1.65% 0.82%
Number of salaries quoted 3 3 2
Average salary £55,000 £42,000 £47,500
Average salary % change year-on-year
+30.95% -11.57%
UK excluding London average salary £37,000 £40,000 £39,000
% change year-on-year
-7.50% +2.56%
Data Extraction
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Edinburgh region.

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
612 485 366
As % of all permanent IT jobs located in Edinburgh 40.83% 34.47% 30.07%
Number of salaries quoted 383 331 226
Average salary £40,000 £40,500 £40,000
Average salary % change year-on-year
-1.23% +1.25%
90% offered a salary of more than £30,000 £26,000 £25,500
10% offered a salary of more than £55,000 £60,000 £58,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

Data Extraction
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Data Extraction across the Edinburgh region as a proportion of the total demand within the Miscellaneous category.

Data Extraction Jobs Demand Trend in Edinburgh

Data Extraction
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Extraction across the Edinburgh region.

Data Extraction Salary Trend in Edinburgh

Data Extraction
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 October 2014, IT jobs across the Edinburgh region citing Data Extraction also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Extraction.

1 5 (55.56%) SQL
1 5 (55.56%) ETL
1 5 (55.56%) Data Management
2 4 (44.44%) PL/SQL
2 4 (44.44%) Data Migration
2 4 (44.44%) Talend Open Studio
2 4 (44.44%) Pentaho
2 4 (44.44%) Data Quality
2 4 (44.44%) Talend
2 4 (44.44%) Master Data Management
2 4 (44.44%) Relational Database
2 4 (44.44%) Migration
2 4 (44.44%) Dynamics AX
2 4 (44.44%) Oracle EBS
2 4 (44.44%) Finance
2 4 (44.44%) RDBMS
2 4 (44.44%) ERP
2 4 (44.44%) Data Modelling
2 4 (44.44%) Oracle
2 4 (44.44%) SQL Server
2 4 (44.44%) SAP
3 3 (33.33%) VPN
3 3 (33.33%) Aerospace
3 3 (33.33%) Data Analysis
4 2 (22.22%) Business Intelligence
4 2 (22.22%) SAS
5 1 (11.11%) Data Warehouse
5 1 (11.11%) Snowflake Schema
5 1 (11.11%) Microsoft
5 1 (11.11%) SAS Macro

Data Extraction
Top Related IT Skills in Edinburgh by Category

For the 6 months to 30 October 2014, IT jobs across the Edinburgh region citing Data Extraction also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Extraction. Up to 20 skills are shown per category.

Application Platforms
1 2 (22.22%) SAS
Business Applications
1 4 (44.44%) Oracle EBS
1 4 (44.44%) Dynamics AX
Communications & Networking
1 3 (33.33%) VPN
Database & Business Intelligence
1 4 (44.44%) SQL Server
1 4 (44.44%) RDBMS
1 4 (44.44%) Pentaho
1 4 (44.44%) Relational Database
2 1 (11.11%) Snowflake Schema
2 1 (11.11%) Base SAS
2 1 (11.11%) Data Warehouse
Development Applications
1 4 (44.44%) Talend Open Studio
General
1 4 (44.44%) Finance
2 3 (33.33%) Aerospace
Job Titles
1 5 (55.56%) Developer
2 4 (44.44%) ETL Developer
3 3 (33.33%) Infrastructure Manager
4 1 (11.11%) SAS Analyst
4 1 (11.11%) Business Intelligence Developer
4 1 (11.11%) Analyst
Processes & Methodologies
1 5 (55.56%) ETL
1 5 (55.56%) Data Management
2 4 (44.44%) Data Migration
2 4 (44.44%) Master Data Management
2 4 (44.44%) ERP
2 4 (44.44%) Data Modelling
2 4 (44.44%) Migration
3 3 (33.33%) Data Analysis
4 2 (22.22%) Business Intelligence
5 1 (11.11%) Dimensional Modelling
Programming Languages
1 5 (55.56%) SQL
2 4 (44.44%) PL/SQL
3 1 (11.11%) SAS Macro
Quality Assurance & Compliance
1 4 (44.44%) Data Quality
Vendors
1 4 (44.44%) Oracle
1 4 (44.44%) SAP
1 4 (44.44%) Talend
2 1 (11.11%) Microsoft