The table below looks at the statistics for ETL skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 108 112 121
Rank change year-on-year
+4 +9
Permanent jobs citing ETL 1 1 5
As % of all permanent IT jobs located in Cambridge 0.084% 0.070% 0.29%
As % of the Processes & Methodologies category 0.10% 0.082% 0.34%
Number of salaries quoted 1 1 5
Median salary £50,000 £55,000 £45,000
Median salary % change year-on-year
-9.09% +22.22%
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
999 1219 1471
As % of all permanent IT jobs located in Cambridge 84.38% 85.54% 84.64%
Number of salaries quoted 843 1028 1185
Median salary £47,500 £45,000 £42,000
Median salary % change year-on-year
+5.55% +7.14%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £57,500 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Cambridge

ETL
Salary Trend in Cambridge

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

ETL Salary Trend in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 28 June 2016, IT jobs citing ETL 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 Cambridge region with a requirement for ETL.

1 11 (57.89%) Oracle
1 11 (57.89%) Business Intelligence
2 9 (47.37%) SAP
2 9 (47.37%) Finance
2 9 (47.37%) Analytics
3 8 (42.11%) Information Architecture
3 8 (42.11%) Stakeholder Engagement
3 8 (42.11%) Spotfire
3 8 (42.11%) WCF
3 8 (42.11%) Information Management
3 8 (42.11%) XML
3 8 (42.11%) EAI
3 8 (42.11%) XML Schema
3 8 (42.11%) BizTalk Server
3 8 (42.11%) ERwin
3 8 (42.11%) SAP FI
3 8 (42.11%) Pharmaceutical
3 8 (42.11%) SOA
3 8 (42.11%) BusinessObjects
3 8 (42.11%) Informatica
4 7 (36.84%) Web Services
5 3 (15.79%) Data Modelling
6 2 (10.53%) SQL Server Reporting Services
6 2 (10.53%) Degree
6 2 (10.53%) Relational Database
6 2 (10.53%) Data Warehouse
6 2 (10.53%) ERP
6 2 (10.53%) MySQL
6 2 (10.53%) SQL Server
6 2 (10.53%) JD Edwards

ETL
Top Related IT Skills in Cambridge 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 8 (42.11%) BizTalk Server
2 1 (5.26%) SharePoint
Applications
1 1 (5.26%) MS Excel
Business Applications
1 8 (42.11%) SAP FI
2 1 (5.26%) Dynamics AX
2 1 (5.26%) JDE OneWorld
Database & Business Intelligence
1 8 (42.11%) BusinessObjects
1 8 (42.11%) Spotfire
2 2 (10.53%) Data Warehouse
2 2 (10.53%) MySQL
2 2 (10.53%) Relational Database
2 2 (10.53%) SQL Server
2 2 (10.53%) SQL Server Reporting Services
3 1 (5.26%) Data Mining
3 1 (5.26%) OLAP
3 1 (5.26%) Oracle OLAP
3 1 (5.26%) SAP Data Services
3 1 (5.26%) SQL Server Integration Services
Development Applications
1 8 (42.11%) ERwin
General
1 9 (47.37%) Finance
2 8 (42.11%) Pharmaceutical
3 1 (5.26%) Legal
3 1 (5.26%) Manufacturing
Job Titles
1 9 (47.37%) Developer
2 8 (42.11%) BizTalk Developer
3 5 (26.32%) Architect
3 5 (26.32%) Information Architect
4 4 (21.05%) Data Architect
5 3 (15.79%) Data Modeller
6 1 (5.26%) Administrator
6 1 (5.26%) Data Administrator
6 1 (5.26%) Dynamics AX Developer
6 1 (5.26%) ERP Manager
6 1 (5.26%) IT Manager
6 1 (5.26%) Senior BizTalk Developer
6 1 (5.26%) Senior Developer
6 1 (5.26%) Systems Manager
Libraries, Frameworks & Software Standards
1 8 (42.11%) WCF
1 8 (42.11%) XML
1 8 (42.11%) XML Schema
2 7 (36.84%) Web Services
3 1 (5.26%) .NET
3 1 (5.26%) .NET Framework
3 1 (5.26%) ASP.NET
Miscellaneous
1 1 (5.26%) Analytical Skills
1 1 (5.26%) Visualisation
Operating Systems
1 1 (5.26%) Windows
Processes & Methodologies
1 11 (57.89%) Business Intelligence
2 9 (47.37%) Analytics
3 8 (42.11%) EAI
3 8 (42.11%) Information Architecture
3 8 (42.11%) Information Management
3 8 (42.11%) SOA
3 8 (42.11%) Stakeholder Engagement
4 3 (15.79%) Data Modelling
5 2 (10.53%) Change Management
5 2 (10.53%) ERP
6 1 (5.26%) Agile Software Development
6 1 (5.26%) Business Analysis
6 1 (5.26%) Data Validation
6 1 (5.26%) Mentoring
6 1 (5.26%) Predictive Analytics
6 1 (5.26%) Scrum
6 1 (5.26%) Validation
6 1 (5.26%) Waterfall
Programming Languages
1 1 (5.26%) C#
1 1 (5.26%) X++
Qualifications
1 2 (10.53%) Degree
2 1 (5.26%) Oracle Certification
Vendors
1 11 (57.89%) Oracle
2 9 (47.37%) SAP
3 8 (42.11%) Informatica
4 2 (10.53%) JD Edwards
5 1 (5.26%) Microsoft