The table below looks at the statistics for ETL skills in IT jobs advertised for the Cambridge region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 24 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Oct 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 105 101 121
Rank change year-on-year
-4 +20
Permanent jobs citing ETL 11 10 4
As % of all permanent IT jobs located in Cambridge 0.62% 0.67% 0.18%
As % of the Processes & Methodologies category 0.73% 0.84% 0.25%
Number of salaries quoted 8 9 2
Average salary £47,500 £50,000 £34,000
Average salary % change year-on-year
-5.00% +47.05%
UK excluding London average salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
1503 1194 1624
As % of all permanent IT jobs located in Cambridge 85.11% 79.44% 74.87%
Number of salaries quoted 1121 993 1389
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £60,000 £55,000 £57,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

ETL
Jobs Demand Trend in Cambridge

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Cambridge region as a proportion of the total demand within 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
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing ETL across the Cambridge region over the 3 months to 24 October 2014.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 24 October 2014, IT jobs across the Cambridge region citing ETL 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 ETL.

1 17 (100.00%) SQL
2 12 (70.59%) Oracle
3 11 (64.71%) Business Intelligence
4 9 (52.94%) Data Modelling
5 8 (47.06%) Data Management
6 7 (41.18%) SQL Server Integration Services
6 7 (41.18%) SQL Server
6 7 (41.18%) Degree
7 6 (35.29%) Data Warehouse
8 5 (29.41%) Microsoft
8 5 (29.41%) Middleware
8 5 (29.41%) Pharmaceutical
8 5 (29.41%) WebSphere
9 4 (23.53%) Ontologies
9 4 (23.53%) Software Engineering
9 4 (23.53%) Statistics
9 4 (23.53%) Cognos Business Intelligence
9 4 (23.53%) Informatics
9 4 (23.53%) Spotfire
9 4 (23.53%) QlikView
9 4 (23.53%) SQL Server Analysis Services
9 4 (23.53%) Analytics
9 4 (23.53%) Master Data Management
9 4 (23.53%) Oracle Database
9 4 (23.53%) Analytical Skills
9 4 (23.53%) IBM
9 4 (23.53%) Informatica
9 4 (23.53%) Data Mart
9 4 (23.53%) Finance
9 4 (23.53%) Cognos

ETL
Top Related IT Skills in Cambridge by Category

For the 6 months to 24 October 2014, IT jobs across the Cambridge region citing ETL 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 ETL. Up to 20 skills are shown per category.

Application Platforms
1 5 (29.41%) WebSphere
2 3 (17.65%) BizTalk Server
3 2 (11.76%) IIS
3 2 (11.76%) Documentum
Applications
1 1 (5.88%) MS Excel
Business Applications
1 4 (23.53%) Cognos Business Intelligence
Database & Business Intelligence
1 7 (41.18%) SQL Server
1 7 (41.18%) SQL Server Integration Services
2 6 (35.29%) Data Warehouse
3 4 (23.53%) Spotfire
3 4 (23.53%) QlikView
3 4 (23.53%) SQL Server Analysis Services
3 4 (23.53%) Data Mart
3 4 (23.53%) Oracle Database
4 2 (11.76%) Oracle BI EE
4 2 (11.76%) Oracle Reports
4 2 (11.76%) SQL Server Reporting Services
5 1 (5.88%) OLAP
5 1 (5.88%) Data Mining
5 1 (5.88%) OLTP
5 1 (5.88%) Microsoft Analysis Services
5 1 (5.88%) SQL Server 2008
5 1 (5.88%) Hadoop
5 1 (5.88%) Big Data
5 1 (5.88%) SQL Server 2005
Development Applications
1 3 (17.65%) Oracle APEX
General
1 5 (29.41%) Pharmaceutical
2 4 (23.53%) Finance
3 2 (11.76%) Retail
Job Titles
1 10 (58.82%) Developer
2 7 (41.18%) Business Intelligence Developer
3 4 (23.53%) Business Developer
4 3 (17.65%) Analyst
4 3 (17.65%) Senior Developer
4 3 (17.65%) Business Intelligence Analyst
5 2 (11.76%) Middleware Specialist
6 1 (5.88%) Big Data Developer
6 1 (5.88%) SQL Server BI Developer
6 1 (5.88%) Administrator
6 1 (5.88%) SQL Developer
6 1 (5.88%) SQL DBA
6 1 (5.88%) SQL Server Developer
6 1 (5.88%) DBA
Libraries, Frameworks & Software Standards
1 5 (29.41%) Middleware
2 4 (23.53%) .NET
2 4 (23.53%) XML
3 2 (11.76%) EDI
3 2 (11.76%) WebSphere MQ
3 2 (11.76%) Oracle Fusion
Miscellaneous
1 4 (23.53%) Statistics
1 4 (23.53%) Ontologies
1 4 (23.53%) Informatics
1 4 (23.53%) Analytical Skills
2 2 (11.76%) Enterprise Software
2 2 (11.76%) DataPower
3 1 (5.88%) Social Media
3 1 (5.88%) Clustering
Operating Systems
1 4 (23.53%) UNIX
Processes & Methodologies
1 11 (64.71%) Business Intelligence
2 9 (52.94%) Data Modelling
3 8 (47.06%) Data Management
4 4 (23.53%) Software Engineering
4 4 (23.53%) Analytics
4 4 (23.53%) Master Data Management
5 3 (17.65%) Enterprise Architecture
5 3 (17.65%) SOA
5 3 (17.65%) Configuration Management
5 3 (17.65%) Identity Management
5 3 (17.65%) Workflow
5 3 (17.65%) Data Architecture
5 3 (17.65%) E-Commerce
6 2 (11.76%) Root Cause Analysis
7 1 (5.88%) Kimball Methodology
7 1 (5.88%) Agile Software Development
7 1 (5.88%) Information Management
7 1 (5.88%) Performance Management
7 1 (5.88%) Dimensional Modelling
7 1 (5.88%) Business Analysis
Programming Languages
1 17 (100.00%) SQL
2 4 (23.53%) C#
2 4 (23.53%) JavaScript
2 4 (23.53%) PL/SQL
2 4 (23.53%) Python
3 3 (17.65%) T-SQL
3 3 (17.65%) VB.NET
3 3 (17.65%) VBA
4 1 (5.88%) Perl
4 1 (5.88%) Java
Qualifications
1 7 (41.18%) Degree
System Software
1 3 (17.65%) Active Directory
2 1 (5.88%) HDFS
Vendors
1 12 (70.59%) Oracle
2 5 (29.41%) Microsoft
3 4 (23.53%) Informatica
3 4 (23.53%) SAP
3 4 (23.53%) Cognos
3 4 (23.53%) IBM
4 3 (17.65%) Sybase
5 2 (11.76%) Axway
5 2 (11.76%) HP
5 2 (11.76%) Citrix
6 1 (5.88%) Tableau
6 1 (5.88%) Business Objects