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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 100 100 118
Rank change year-on-year
0 +18
Permanent jobs citing ETL 5 1 6
As % of all permanent IT jobs located in Cambridge 0.43% 0.071% 0.34%
As % of the Processes & Methodologies category 0.51% 0.082% 0.39%
Number of salaries quoted 4 1 6
Median salary £52,500 £55,000 £45,000
Median salary % change year-on-year
-4.54% +22.22%
UK excluding London median salary £45,000 £46,500 £45,000
% change year-on-year
-3.22% +3.33%
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
989 1217 1519
As % of all permanent IT jobs located in Cambridge 84.89% 86.62% 85.29%
Number of salaries quoted 815 1022 1211
Median salary £47,500 £44,500 £41,500
Median salary % change year-on-year
+6.74% +7.22%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £65,000 £57,500 £57,500
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
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing ETL across the Cambridge region over the 3 months to 29 July 2016.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 29 July 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%) Business Intelligence
2 10 (52.63%) Oracle
3 8 (42.11%) SOA
3 8 (42.11%) SAP
3 8 (42.11%) Analytics
4 7 (36.84%) Information Architecture
4 7 (36.84%) Spotfire
4 7 (36.84%) WCF
4 7 (36.84%) EAI
4 7 (36.84%) XML Schema
4 7 (36.84%) BusinessObjects
4 7 (36.84%) Web Services
4 7 (36.84%) XML
4 7 (36.84%) BizTalk Server
4 7 (36.84%) Finance
5 6 (31.58%) ERwin
5 6 (31.58%) Informatica
5 6 (31.58%) Pharmaceutical
6 5 (26.32%) SAP FI
6 5 (26.32%) Information Management
6 5 (26.32%) Stakeholder Engagement
7 4 (21.05%) SQL Server
7 4 (21.05%) Data Modelling
8 3 (15.79%) MySQL
8 3 (15.79%) Data Warehouse
8 3 (15.79%) SQL
8 3 (15.79%) SQL Server Reporting Services
8 3 (15.79%) Agile Software Development
8 3 (15.79%) Visualisation
9 2 (10.53%) Master Data Management

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 7 (36.84%) BizTalk Server
2 2 (10.53%) SAS
3 1 (5.26%) SharePoint
Applications
1 2 (10.53%) SPSS
2 1 (5.26%) MS Excel
Business Applications
1 5 (26.32%) SAP FI
2 1 (5.26%) Dynamics AX
2 1 (5.26%) JDE OneWorld
2 1 (5.26%) SAP MDM
Cloud Services
1 1 (5.26%) Amazon AWS
Database & Business Intelligence
1 7 (36.84%) BusinessObjects
1 7 (36.84%) Spotfire
2 4 (21.05%) SQL Server
3 3 (15.79%) Data Warehouse
3 3 (15.79%) MySQL
3 3 (15.79%) SQL Server Reporting Services
4 2 (10.53%) Oracle Database
4 2 (10.53%) Relational Database
4 2 (10.53%) SQL Server Integration Services
5 1 (5.26%) Data Mining
5 1 (5.26%) OLAP
5 1 (5.26%) Oracle BI EE
5 1 (5.26%) Oracle Exadata
5 1 (5.26%) Oracle ODI
5 1 (5.26%) Oracle OLAP
5 1 (5.26%) PowerCenter
5 1 (5.26%) SAP Data Services
5 1 (5.26%) SQL Server 2012
5 1 (5.26%) SQL Server 2014
Development Applications
1 6 (31.58%) ERwin
2 1 (5.26%) Oracle APEX
2 1 (5.26%) Talend Open Studio
General
1 7 (36.84%) Finance
2 6 (31.58%) Pharmaceutical
3 1 (5.26%) Legal
3 1 (5.26%) Manufacturing
Job Titles
1 10 (52.63%) Developer
2 7 (36.84%) BizTalk Developer
3 3 (15.79%) Architect
3 3 (15.79%) Data Modeller
3 3 (15.79%) Information Architect
4 2 (10.53%) Data Architect
5 1 (5.26%) Administrator
5 1 (5.26%) Business Intelligence Architect
5 1 (5.26%) Data Administrator
5 1 (5.26%) Database Developer
5 1 (5.26%) DBA
5 1 (5.26%) Dynamics AX Developer
5 1 (5.26%) ERP Manager
5 1 (5.26%) ETL Developer
5 1 (5.26%) IT Manager
5 1 (5.26%) Oracle Developer
5 1 (5.26%) Oracle ETL Developer
5 1 (5.26%) Senior BizTalk Developer
5 1 (5.26%) Senior Developer
5 1 (5.26%) Systems Manager
Libraries, Frameworks & Software Standards
1 7 (36.84%) WCF
1 7 (36.84%) Web Services
1 7 (36.84%) XML
1 7 (36.84%) XML Schema
2 1 (5.26%) .NET
2 1 (5.26%) .NET Framework
2 1 (5.26%) ASP.NET
2 1 (5.26%) REST
Miscellaneous
1 3 (15.79%) Visualisation
2 2 (10.53%) Analytical Skills
3 1 (5.26%) Taxonomies
Operating Systems
1 1 (5.26%) Unix
1 1 (5.26%) Windows
Processes & Methodologies
1 11 (57.89%) Business Intelligence
2 8 (42.11%) Analytics
2 8 (42.11%) SOA
3 7 (36.84%) EAI
3 7 (36.84%) Information Architecture
4 5 (26.32%) Information Management
4 5 (26.32%) Stakeholder Engagement
5 4 (21.05%) Data Modelling
6 3 (15.79%) Agile Software Development
7 2 (10.53%) Business Analysis
7 2 (10.53%) Change Management
7 2 (10.53%) Data Analytics
7 2 (10.53%) Data Management
7 2 (10.53%) Data Visualisation
7 2 (10.53%) ERP
7 2 (10.53%) Master Data Management
7 2 (10.53%) Performance Tuning
8 1 (5.26%) DRM
8 1 (5.26%) E-Commerce
8 1 (5.26%) Mentoring
Programming Languages
1 3 (15.79%) SQL
2 1 (5.26%) C#
2 1 (5.26%) Java
2 1 (5.26%) JavaScript
2 1 (5.26%) PL/SQL
2 1 (5.26%) Python
2 1 (5.26%) T-SQL
2 1 (5.26%) X++
Qualifications
1 2 (10.53%) Degree
2 1 (5.26%) Oracle Certification
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
1 1 (5.26%) SNOMED CT
Vendors
1 10 (52.63%) Oracle
2 8 (42.11%) SAP
3 6 (31.58%) Informatica
4 2 (10.53%) IBM
4 2 (10.53%) JD Edwards
5 1 (5.26%) Cognos
5 1 (5.26%) Microsoft
5 1 (5.26%) Talend
Cambridge
OHO Group Ltd.
Salary: £400 - £450 per day
Posted: 11 days ago
Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
Posted: 15 days ago