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 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 104 119 86
Rank change year-on-year
+15 -33
Permanent jobs citing ETL 1 6 33
As % of all permanent IT jobs located in Cambridge 0.069% 0.34% 2.00%
As % of the Processes & Methodologies category 0.081% 0.41% 2.52%
Number of salaries quoted 1 6 33
Average salary £55,000 £45,000 £50,000
Average salary % change year-on-year
+22.22% -10.00%
UK excluding London average salary £45,000 £44,000 £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
1236 1458 1310
As % of all permanent IT jobs located in Cambridge 85.07% 83.03% 79.59%
Number of salaries quoted 1044 1178 1140
Average salary £45,000 £42,000 £42,500
Average salary % change year-on-year
+7.14% -1.17%
90% offered a salary of more than £30,500 £30,000 £32,500
10% offered a salary of more than £56,000 £60,000 £57,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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
Top 30 Related IT Skills in Cambridge

For the 6 months to 3 July 2015, 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 9 (100.00%) SQL
2 8 (88.89%) Business Intelligence
3 6 (66.67%) Python
3 6 (66.67%) Statistics
3 6 (66.67%) Analytics
4 5 (55.56%) Agile Software Development
5 4 (44.44%) Advertising
5 4 (44.44%) Scrum
5 4 (44.44%) Linux
5 4 (44.44%) Data Mining
5 4 (44.44%) Perl
5 4 (44.44%) PHP
5 4 (44.44%) VBA
5 4 (44.44%) Degree
5 4 (44.44%) SaaS
5 4 (44.44%) Bash Shell
5 4 (44.44%) MapReduce
6 3 (33.33%) Oracle
6 3 (33.33%) XML
6 3 (33.33%) Data Modelling
7 2 (22.22%) SAS
7 2 (22.22%) MATLAB
7 2 (22.22%) Project Management
7 2 (22.22%) Pharmaceutical
7 2 (22.22%) Finance
7 2 (22.22%) UNIX
7 2 (22.22%) T-SQL
7 2 (22.22%) PhD
7 2 (22.22%) Data Warehouse
7 2 (22.22%) ERP

ETL
Top Related IT Skills in Cambridge by Category

For the 6 months to 3 July 2015, 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 2 (22.22%) SAS
Cloud Services
1 4 (44.44%) SaaS
Database & Business Intelligence
1 4 (44.44%) Data Mining
2 2 (22.22%) Text Mining
2 2 (22.22%) Spotfire
2 2 (22.22%) QlikView
2 2 (22.22%) OLAP
2 2 (22.22%) Data Warehouse
Development Applications
1 2 (22.22%) Oracle APEX
General
1 4 (44.44%) Advertising
2 2 (22.22%) Pharmaceutical
2 2 (22.22%) Finance
Job Titles
1 5 (55.56%) Developer
1 5 (55.56%) Senior Developer
2 2 (22.22%) Analyst
2 2 (22.22%) Business Intelligence Analyst
2 2 (22.22%) Business Manager
2 2 (22.22%) Business Intelligence Manager
2 2 (22.22%) Business Analyst
3 1 (11.11%) Linux Developer
3 1 (11.11%) Java Developer
3 1 (11.11%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 3 (33.33%) XML
2 2 (22.22%) Apache Flex
2 2 (22.22%) D3.js
3 1 (11.11%) SOAP
3 1 (11.11%) RESTful
3 1 (11.11%) Java EE
Miscellaneous
1 6 (66.67%) Statistics
2 2 (22.22%) Mathematics
2 2 (22.22%) Chemistry
2 2 (22.22%) Biotechnology
2 2 (22.22%) Analytical Skills
2 2 (22.22%) Algorithms
Operating Systems
1 4 (44.44%) Linux
2 2 (22.22%) UNIX
Processes & Methodologies
1 8 (88.89%) Business Intelligence
2 6 (66.67%) Analytics
3 5 (55.56%) Agile Software Development
4 4 (44.44%) Scrum
4 4 (44.44%) MapReduce
5 3 (33.33%) Data Modelling
6 2 (22.22%) ERP
6 2 (22.22%) Project Management
6 2 (22.22%) Data Analysis
6 2 (22.22%) Software Engineering
6 2 (22.22%) Business Analysis
6 2 (22.22%) Competitive Intelligence
7 1 (11.11%) Test Automation
7 1 (11.11%) TDD
Programming Languages
1 9 (100.00%) SQL
2 6 (66.67%) Python
3 4 (44.44%) Perl
3 4 (44.44%) PHP
3 4 (44.44%) Bash Shell
3 4 (44.44%) VBA
4 2 (22.22%) R
4 2 (22.22%) PL/SQL
4 2 (22.22%) JavaScript
4 2 (22.22%) MATLAB
4 2 (22.22%) T-SQL
5 1 (11.11%) Java
Qualifications
1 4 (44.44%) Degree
2 2 (22.22%) PhD
Vendors
1 3 (33.33%) Oracle
2 2 (22.22%) Business Objects