The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Extraction over the 3 months to 1 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2014
Same period 2013 Same period 2012
Data Extraction
Rank 161 145 157
Rank change year-on-year
-16 +12
Permanent jobs citing Data Extraction 6 7 1
As % of all permanent IT jobs located in Scotland 0.16% 0.23% 0.032%
As % of the Miscellaneous category 0.58% 0.76% 0.12%
Number of salaries quoted 6 3 1
Average salary £37,500 £31,000 £60,000
Average salary % change year-on-year
+20.96% -48.33%
UK excluding London average salary £34,094 £31,000 £32,500
% change year-on-year
+9.97% -4.61%
Data Extraction
UK

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1042 926 862
As % of all permanent IT jobs located in Scotland 27.90% 29.93% 27.37%
Number of salaries quoted 660 598 544
Average salary £42,000 £41,500 £40,000
Average salary % change year-on-year
+1.20% +3.75%
90% offered a salary of more than £28,207 £30,000 £26,000
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London average salary £40,000 £40,000 £38,000
% change year-on-year
- +5.26%

Data Extraction
Jobs Demand Trend in Scotland

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

Data Extraction Jobs Demand Trend 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 across the Scotland region.

Data Extraction Salary Trend in Scotland

Data Extraction
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Extraction across the Scotland region over the 3 months to 1 September 2014.

Data Extraction Salary Histogram in Scotland

Data Extraction
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Extraction within the Scotland region over the 3 months to 1 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -7 5 £37,500 +25.00% 1
Glasgow -10 1 £30,000 -29.41% 1
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in Scotland

For the 6 months to 1 September 2014, IT jobs across the Scotland 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 11 (73.33%) SAP
1 11 (73.33%) Data Modelling
2 10 (66.67%) SQL
3 9 (60.00%) SQL Server
3 9 (60.00%) ETL
3 9 (60.00%) Data Management
4 8 (53.33%) Dynamics AX
4 8 (53.33%) Oracle EBS
4 8 (53.33%) Migration
4 8 (53.33%) Data Migration
4 8 (53.33%) Talend Open Studio
4 8 (53.33%) Pentaho
4 8 (53.33%) Data Quality
4 8 (53.33%) Talend
4 8 (53.33%) Master Data Management
4 8 (53.33%) Relational Database
4 8 (53.33%) ERP
4 8 (53.33%) RDBMS
4 8 (53.33%) PL/SQL
4 8 (53.33%) Oracle
5 5 (33.33%) Business Intelligence
6 4 (26.67%) Finance
7 3 (20.00%) Aerospace
7 3 (20.00%) SAP BW
7 3 (20.00%) SAP BI
7 3 (20.00%) ABAP
8 2 (13.33%) SAS
9 1 (6.67%) VPN
9 1 (6.67%) SLA
9 1 (6.67%) Snowflake Schema

Data Extraction
Top Related IT Skills in Scotland by Category

For the 6 months to 1 September 2014, IT jobs across the Scotland 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 (13.33%) SAS
2 1 (6.67%) IIS
Business Applications
1 8 (53.33%) Oracle EBS
1 8 (53.33%) Dynamics AX
Cloud Services
1 1 (6.67%) SaaS
Communications & Networking
1 1 (6.67%) VPN
Database & Business Intelligence
1 9 (60.00%) SQL Server
2 8 (53.33%) RDBMS
2 8 (53.33%) Pentaho
2 8 (53.33%) Relational Database
3 3 (20.00%) SAP BW
3 3 (20.00%) SAP BI
4 1 (6.67%) SQL Server Reporting Services
4 1 (6.67%) Base SAS
4 1 (6.67%) SQL Server 2008
4 1 (6.67%) Snowflake Schema
4 1 (6.67%) OLAP
4 1 (6.67%) Data Warehouse
Development Applications
1 8 (53.33%) Talend Open Studio
2 1 (6.67%) Visual Studio
General
1 4 (26.67%) Finance
2 3 (20.00%) Aerospace
Job Titles
1 9 (60.00%) Developer
2 7 (46.67%) ETL Developer
3 3 (20.00%) SAP BI Consultant
3 3 (20.00%) Consultant
3 3 (20.00%) Business Intelligence Consultant
3 3 (20.00%) SAP BW Consultant
3 3 (20.00%) SAP Consultant
4 1 (6.67%) SQL DBA
4 1 (6.67%) Infrastructure Manager
4 1 (6.67%) SQL Server DBA
4 1 (6.67%) DBA
4 1 (6.67%) Analyst
4 1 (6.67%) SAS Analyst
4 1 (6.67%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 1 (6.67%) HTML
1 1 (6.67%) .NET
1 1 (6.67%) ASP.NET
1 1 (6.67%) CSS
1 1 (6.67%) ASP.NET Web Forms
Miscellaneous
1 1 (6.67%) Replication
1 1 (6.67%) Clustering
Processes & Methodologies
1 11 (73.33%) Data Modelling
2 9 (60.00%) ETL
2 9 (60.00%) Data Management
3 8 (53.33%) ERP
3 8 (53.33%) Data Migration
3 8 (53.33%) Master Data Management
3 8 (53.33%) Migration
4 5 (33.33%) Business Intelligence
5 1 (6.67%) Service Delivery
5 1 (6.67%) Data Analysis
5 1 (6.67%) Dimensional Modelling
5 1 (6.67%) CRM
5 1 (6.67%) SOA
5 1 (6.67%) Performance Tuning
Programming Languages
1 10 (66.67%) SQL
2 8 (53.33%) PL/SQL
3 3 (20.00%) ABAP
4 1 (6.67%) SAS Macro
4 1 (6.67%) C#
Qualifications
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 8 (53.33%) Data Quality
2 1 (6.67%) SLA
Vendors
1 11 (73.33%) SAP
2 8 (53.33%) Oracle
2 8 (53.33%) Talend
3 1 (6.67%) Microsoft