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 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 94 109 -
Rank change year-on-year
+15 -
Permanent jobs citing ETL 14 7 0
As % of all permanent IT jobs located in Cambridge 1.01% 0.47% -
As % of the Processes & Methodologies category 1.18% 0.57% -
Number of salaries quoted 13 4 0
Average salary £50,000 £82,500 -
Average salary % change year-on-year
-39.39% -
UK excluding London average salary £45,000 £45,000 £45,000
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
1187 1236 1493
As % of all permanent IT jobs located in Cambridge 85.77% 82.35% 82.67%
Number of salaries quoted 953 1039 1259
Average salary £45,000 £45,000 £40,000
Average salary % change year-on-year
- +12.50%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £55,000 £55,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 1 May 2016.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 May 2016, 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 (51.72%) Business Intelligence
2 14 (48.28%) BizTalk Server
2 14 (48.28%) SOA
2 14 (48.28%) XML Schema
2 14 (48.28%) XML
2 14 (48.28%) EAI
2 14 (48.28%) WCF
3 12 (41.38%) Oracle
3 12 (41.38%) Analytics
4 11 (37.93%) SAP
4 11 (37.93%) Finance
5 10 (34.48%) Information Architecture
5 10 (34.48%) Stakeholder Engagement
5 10 (34.48%) Information Management
5 10 (34.48%) BusinessObjects
5 10 (34.48%) Informatica
5 10 (34.48%) ERwin
5 10 (34.48%) SAP FI
5 10 (34.48%) Pharmaceutical
5 10 (34.48%) Spotfire
6 7 (24.14%) Web Services
7 5 (17.24%) SQL Server
8 4 (13.79%) SQL Server Reporting Services
9 3 (10.34%) SQL Server Integration Services
9 3 (10.34%) SQL
9 3 (10.34%) T-SQL
9 3 (10.34%) Data Modelling
9 3 (10.34%) Data Warehouse
9 3 (10.34%) MS Excel
9 3 (10.34%) Tableau

ETL
Top Related IT Skills in Cambridge by Category

For the 6 months to 1 May 2016, 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 14 (48.28%) BizTalk Server
2 1 (3.45%) SharePoint
Applications
1 3 (10.34%) MS Excel
Business Applications
1 10 (34.48%) SAP FI
2 1 (3.45%) Dynamics AX
Database & Business Intelligence
1 10 (34.48%) BusinessObjects
1 10 (34.48%) Spotfire
2 5 (17.24%) SQL Server
3 4 (13.79%) SQL Server Reporting Services
4 3 (10.34%) Data Warehouse
4 3 (10.34%) SQL Server Integration Services
5 2 (6.90%) MySQL
5 2 (6.90%) OLAP
5 2 (6.90%) Relational Database
5 2 (6.90%) SQL Server Analysis Services
6 1 (3.45%) Data Mining
6 1 (3.45%) Microsoft Analysis Services
6 1 (3.45%) QlikView
6 1 (3.45%) SAP Data Services
6 1 (3.45%) SQL Server 2012
Development Applications
1 10 (34.48%) ERwin
General
1 11 (37.93%) Finance
2 10 (34.48%) Pharmaceutical
3 1 (3.45%) Legal
3 1 (3.45%) Manufacturing
Job Titles
1 18 (62.07%) Developer
2 14 (48.28%) BizTalk Developer
3 8 (27.59%) Senior Developer
4 7 (24.14%) Architect
4 7 (24.14%) Information Architect
4 7 (24.14%) Senior BizTalk Developer
5 4 (13.79%) Data Architect
6 3 (10.34%) Business Intelligence Developer
6 3 (10.34%) Data Modeller
7 1 (3.45%) Administrator
7 1 (3.45%) Data Administrator
7 1 (3.45%) Dynamics AX Developer
7 1 (3.45%) Senior Business Intelligence Developer
7 1 (3.45%) SSIS Developer
7 1 (3.45%) Tableau Developer
Libraries, Frameworks & Software Standards
1 14 (48.28%) WCF
1 14 (48.28%) XML
1 14 (48.28%) XML Schema
2 7 (24.14%) Web Services
3 1 (3.45%) .NET
3 1 (3.45%) .NET Framework
3 1 (3.45%) ASP.NET
Miscellaneous
1 1 (3.45%) Management Information System
1 1 (3.45%) NHS
1 1 (3.45%) Visualisation
Operating Systems
1 2 (6.90%) Windows
Processes & Methodologies
1 15 (51.72%) Business Intelligence
2 14 (48.28%) EAI
2 14 (48.28%) SOA
3 12 (41.38%) Analytics
4 10 (34.48%) Information Architecture
4 10 (34.48%) Information Management
4 10 (34.48%) Stakeholder Engagement
5 3 (10.34%) Data Modelling
6 2 (6.90%) Agile Software Development
6 2 (6.90%) Change Management
6 2 (6.90%) Waterfall
7 1 (3.45%) Business Analysis
7 1 (3.45%) Data Validation
7 1 (3.45%) DSDM
7 1 (3.45%) Integration Testing
7 1 (3.45%) Kimball Methodology
7 1 (3.45%) Predictive Analytics
7 1 (3.45%) Resource Management
7 1 (3.45%) Scrum
7 1 (3.45%) Validation
Programming Languages
1 3 (10.34%) SQL
1 3 (10.34%) T-SQL
2 1 (3.45%) C#
2 1 (3.45%) X++
Qualifications
1 2 (6.90%) Degree
Vendors
1 12 (41.38%) Oracle
2 11 (37.93%) SAP
3 10 (34.48%) Informatica
4 3 (10.34%) Tableau
5 2 (6.90%) Microsoft
6 1 (3.45%) JD Edwards
6 1 (3.45%) Progress