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 18 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
18 Dec 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 106 109 118
Rank change year-on-year
+3 +9
Permanent jobs citing ETL 12 3 5
As % of all permanent IT jobs located in Cambridge 0.68% 0.20% 0.26%
As % of the Processes & Methodologies category 0.80% 0.25% 0.36%
Number of salaries quoted 9 3 3
Average salary £48,500 £36,672 £47,500
Average salary % change year-on-year
+32.25% -22.79%
90% offered a salary of more than £38,000 £36,672 £45,500
10% offered a salary of more than £67,100 £39,734 £57,500
UK excluding London average salary £45,000 £43,500 £44,000
% change year-on-year
+3.44% -1.13%
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
1495 1185 1397
As % of all permanent IT jobs located in Cambridge 84.42% 80.28% 73.60%
Number of salaries quoted 1148 933 1142
Average salary £42,500 £41,000 £40,000
Average salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 18 December 2014.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 18 December 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 15 (88.24%) SQL
2 13 (76.47%) Business Intelligence
3 10 (58.82%) Oracle
4 8 (47.06%) Data Management
5 7 (41.18%) SQL Server
5 7 (41.18%) Data Modelling
5 7 (41.18%) SQL Server Integration Services
5 7 (41.18%) Degree
6 6 (35.29%) SQL Server Analysis Services
6 6 (35.29%) Analytics
6 6 (35.29%) Data Warehouse
6 6 (35.29%) JavaScript
7 5 (29.41%) Pharmaceutical
7 5 (29.41%) Workflow
7 5 (29.41%) Microsoft
8 4 (23.53%) Informatica
8 4 (23.53%) IBM
8 4 (23.53%) Finance
8 4 (23.53%) C#
8 4 (23.53%) PL/SQL
8 4 (23.53%) SAP
8 4 (23.53%) .NET
8 4 (23.53%) XML
8 4 (23.53%) UNIX
8 4 (23.53%) Python
8 4 (23.53%) Cognos
8 4 (23.53%) Master Data Management
8 4 (23.53%) Oracle Database
8 4 (23.53%) Ontologies
8 4 (23.53%) Analytical Skills

ETL
Top Related IT Skills in Cambridge by Category

For the 6 months to 18 December 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 3 (17.65%) WebSphere
2 2 (11.76%) IIS
2 2 (11.76%) SharePoint
2 2 (11.76%) Documentum
3 1 (5.88%) BizTalk Server
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%) SQL Server Analysis Services
2 6 (35.29%) Data Warehouse
3 4 (23.53%) SQL Server Reporting Services
3 4 (23.53%) Data Mart
3 4 (23.53%) Spotfire
3 4 (23.53%) QlikView
3 4 (23.53%) Oracle Database
4 2 (11.76%) Oracle Reports
4 2 (11.76%) Oracle BI EE
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
5 1 (5.88%) OLAP
5 1 (5.88%) Data Mining
5 1 (5.88%) OLTP
5 1 (5.88%) Microsoft Analysis Services
Development Applications
1 3 (17.65%) Oracle APEX
2 2 (11.76%) Subversion
General
1 5 (29.41%) Pharmaceutical
2 4 (23.53%) Finance
3 2 (11.76%) Retail
3 2 (11.76%) Telecoms
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%) Senior C# Developer
5 2 (11.76%) Middleware Specialist
5 2 (11.76%) C# .NET Developer
5 2 (11.76%) C# Developer
6 1 (5.88%) SQL Developer
6 1 (5.88%) SQL DBA
6 1 (5.88%) SQL Server Developer
6 1 (5.88%) DBA
6 1 (5.88%) Big Data Developer
6 1 (5.88%) SQL Server BI Developer
6 1 (5.88%) Administrator
Libraries, Frameworks & Software Standards
1 4 (23.53%) .NET
1 4 (23.53%) XML
2 3 (17.65%) Middleware
3 2 (11.76%) Ajax
3 2 (11.76%) jQuery
3 2 (11.76%) Oracle Fusion
3 2 (11.76%) ASP.NET
3 2 (11.76%) CSS
3 2 (11.76%) Web Services
3 2 (11.76%) EDI
3 2 (11.76%) WebSphere MQ
3 2 (11.76%) HTML
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%) Mathematics
2 2 (11.76%) Computer Science
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 13 (76.47%) Business Intelligence
2 8 (47.06%) Data Management
3 7 (41.18%) Data Modelling
4 6 (35.29%) Analytics
5 5 (29.41%) Workflow
6 4 (23.53%) Software Engineering
6 4 (23.53%) Master Data Management
7 3 (17.65%) Agile Software Development
7 3 (17.65%) E-Commerce
8 2 (11.76%) MVC
8 2 (11.76%) Web Development
8 2 (11.76%) Root Cause Analysis
9 1 (5.88%) Kimball Methodology
9 1 (5.88%) Information Management
9 1 (5.88%) Line Management
9 1 (5.88%) Mentoring
9 1 (5.88%) Coaching
9 1 (5.88%) Performance Management
9 1 (5.88%) Dimensional Modelling
9 1 (5.88%) Data Architecture
Programming Languages
1 15 (88.24%) SQL
2 6 (35.29%) JavaScript
3 4 (23.53%) C#
3 4 (23.53%) PL/SQL
3 4 (23.53%) Python
4 3 (17.65%) VBA
4 3 (17.65%) T-SQL
5 1 (5.88%) VB.NET
5 1 (5.88%) Java
5 1 (5.88%) Perl
Qualifications
1 7 (41.18%) Degree
System Software
1 1 (5.88%) Active Directory
1 1 (5.88%) HDFS
Vendors
1 10 (58.82%) 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%) Tableau
5 2 (11.76%) Axway
5 2 (11.76%) HP
5 2 (11.76%) Citrix
6 1 (5.88%) Sybase
6 1 (5.88%) Business Objects