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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 91 105 116
Rank change year-on-year
+14 +11
Permanent jobs citing ETL 10 1 5
As % of all permanent IT jobs located in Cambridge 0.82% 0.073% 0.28%
As % of the Processes & Methodologies category 0.97% 0.085% 0.33%
Number of salaries quoted 8 1 5
Median salary £58,750 £55,000 £45,000
Median salary % change year-on-year
+6.81% +22.22%
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
1032 1177 1538
As % of all permanent IT jobs located in Cambridge 84.73% 86.29% 84.74%
Number of salaries quoted 851 1021 1193
Median salary £50,000 £45,000 £41,000
Median salary % change year-on-year
+11.11% +9.75%
90% offered a salary of more than £32,500 £32,500 £29,500
10% offered a salary of more than £70,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 30 August 2016.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 30 August 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 (73.33%) Business Intelligence
2 8 (53.33%) Analytics
3 7 (46.67%) SQL
3 7 (46.67%) Oracle
3 7 (46.67%) SAP
3 7 (46.67%) Agile Software Development
3 7 (46.67%) Spotfire
4 6 (40.00%) Data Management
4 6 (40.00%) BusinessObjects
4 6 (40.00%) SOA
4 6 (40.00%) Master Data Management
5 5 (33.33%) Data Visualisation
5 5 (33.33%) REST
5 5 (33.33%) Data Analytics
5 5 (33.33%) Visualisation
5 5 (33.33%) Information Architecture
5 5 (33.33%) Software Engineering
5 5 (33.33%) Finance
6 4 (26.67%) Pharmaceutical
6 4 (26.67%) Informatica
6 4 (26.67%) ERwin
6 4 (26.67%) Java
6 4 (26.67%) JavaScript
6 4 (26.67%) PL/SQL
6 4 (26.67%) Unix
6 4 (26.67%) Python
6 4 (26.67%) Rapid Prototyping
6 4 (26.67%) Talend Open Studio
6 4 (26.67%) Data Analysis
6 4 (26.67%) Talend

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 3 (20.00%) SAS
2 2 (13.33%) BizTalk Server
3 1 (6.67%) SharePoint
Applications
1 3 (20.00%) SPSS
Business Applications
1 3 (20.00%) SAP FI
2 1 (6.67%) JDE OneWorld
2 1 (6.67%) SAP MDM
Cloud Services
1 3 (20.00%) Amazon AWS
Database & Business Intelligence
1 7 (46.67%) Spotfire
2 6 (40.00%) BusinessObjects
3 3 (20.00%) Apache Hive
3 3 (20.00%) Big Data
3 3 (20.00%) Hadoop
3 3 (20.00%) Oracle Database
3 3 (20.00%) SQL Server
4 2 (13.33%) Data Warehouse
4 2 (13.33%) Oracle ODI
4 2 (13.33%) SQL Server Integration Services
4 2 (13.33%) SQL Server Reporting Services
5 1 (6.67%) MySQL
5 1 (6.67%) OLAP
5 1 (6.67%) Oracle BI EE
5 1 (6.67%) Oracle Exadata
5 1 (6.67%) Oracle OLAP
5 1 (6.67%) PowerCenter
5 1 (6.67%) SQL Server 2012
5 1 (6.67%) SQL Server 2014
Development Applications
1 4 (26.67%) ERwin
1 4 (26.67%) Talend Open Studio
2 1 (6.67%) Oracle APEX
General
1 5 (33.33%) Finance
2 4 (26.67%) Pharmaceutical
Job Titles
1 7 (46.67%) Developer
2 3 (20.00%) Architect
3 2 (13.33%) BizTalk Developer
3 2 (13.33%) Data Modeller
3 2 (13.33%) ETL Developer
3 2 (13.33%) Information Architect
3 2 (13.33%) Oracle Developer
3 2 (13.33%) Oracle ETL Developer
4 1 (6.67%) Business Intelligence Architect
4 1 (6.67%) Data Architect
4 1 (6.67%) Database Developer
4 1 (6.67%) Enterprise Solutions Architect
4 1 (6.67%) ERP Manager
4 1 (6.67%) IT Manager
4 1 (6.67%) Java Developer
4 1 (6.67%) Senior Architect
4 1 (6.67%) Senior BizTalk Developer
4 1 (6.67%) Senior Developer
4 1 (6.67%) Senior Solutions Architect
4 1 (6.67%) Systems Manager
Libraries, Frameworks & Software Standards
1 5 (33.33%) REST
2 3 (20.00%) Web Services
3 2 (13.33%) WCF
3 2 (13.33%) XML
3 2 (13.33%) XML Schema
Miscellaneous
1 5 (33.33%) Visualisation
2 3 (20.00%) Analytical Skills
3 1 (6.67%) Taxonomies
Operating Systems
1 4 (26.67%) Unix
Processes & Methodologies
1 11 (73.33%) Business Intelligence
2 8 (53.33%) Analytics
3 7 (46.67%) Agile Software Development
4 6 (40.00%) Data Management
4 6 (40.00%) Master Data Management
4 6 (40.00%) SOA
5 5 (33.33%) Data Analytics
5 5 (33.33%) Data Visualisation
5 5 (33.33%) Information Architecture
5 5 (33.33%) Software Engineering
6 4 (26.67%) Data Analysis
6 4 (26.67%) Prototyping
6 4 (26.67%) Rapid Prototyping
7 3 (20.00%) Data Modelling
7 3 (20.00%) Information Management
7 3 (20.00%) Stakeholder Engagement
8 2 (13.33%) Business Analysis
8 2 (13.33%) EAI
8 2 (13.33%) E-Commerce
8 2 (13.33%) ERP
Programming Languages
1 7 (46.67%) SQL
2 4 (26.67%) Java
2 4 (26.67%) JavaScript
2 4 (26.67%) PL/SQL
2 4 (26.67%) Python
3 1 (6.67%) T-SQL
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) Oracle Certification
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
1 1 (6.67%) SNOMED CT
Vendors
1 7 (46.67%) Oracle
1 7 (46.67%) SAP
2 4 (26.67%) Informatica
2 4 (26.67%) Talend
3 3 (20.00%) IBM
4 1 (6.67%) Cognos
4 1 (6.67%) JD Edwards
4 1 (6.67%) TIBCO