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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 88 108 117
Rank change year-on-year
+20 +9
Permanent jobs citing ETL 12 2 3
As % of all permanent IT jobs located in Cambridge 1.03% 0.14% 0.17%
As % of the Processes & Methodologies category 1.21% 0.16% 0.20%
Number of salaries quoted 9 2 3
Median salary £60,000 £45,000 £45,000
Median salary % change year-on-year
+33.33% -
UK excluding London median 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
994 1249 1519
As % of all permanent IT jobs located in Cambridge 85.03% 85.78% 84.81%
Number of salaries quoted 813 1106 1160
Median salary £47,500 £45,000 £42,000
Median salary % change year-on-year
+5.55% +7.14%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £75,000 £57,500 £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 1 October 2016.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 October 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 10 (76.92%) Business Intelligence
2 8 (61.54%) Agile Software Development
3 7 (53.85%) Data Management
3 7 (53.85%) SQL
3 7 (53.85%) Master Data Management
4 6 (46.15%) REST
4 6 (46.15%) Software Engineering
4 6 (46.15%) SAP
5 5 (38.46%) Data Analysis
5 5 (38.46%) Spotfire
5 5 (38.46%) Visualisation
5 5 (38.46%) Analytics
5 5 (38.46%) Data Visualisation
5 5 (38.46%) Data Analytics
5 5 (38.46%) Analytical Skills
6 4 (30.77%) Prototyping
6 4 (30.77%) Talend
6 4 (30.77%) Rapid Prototyping
6 4 (30.77%) Talend Open Studio
6 4 (30.77%) Finance
6 4 (30.77%) Oracle
6 4 (30.77%) SQL Server
6 4 (30.77%) Java
6 4 (30.77%) JavaScript
6 4 (30.77%) PL/SQL
6 4 (30.77%) Unix
6 4 (30.77%) Python
6 4 (30.77%) Data Warehouse
6 4 (30.77%) ERP
6 4 (30.77%) SOA

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 (23.08%) SAS
2 2 (15.38%) SharePoint
Applications
1 3 (23.08%) SPSS
2 1 (7.69%) MS Excel
Business Applications
1 1 (7.69%) JDE OneWorld
1 1 (7.69%) SAP MDM
Cloud Services
1 3 (23.08%) Amazon AWS
Database & Business Intelligence
1 5 (38.46%) Spotfire
2 4 (30.77%) BusinessObjects
2 4 (30.77%) Data Warehouse
2 4 (30.77%) SQL Server
3 3 (23.08%) Apache Hive
3 3 (23.08%) Big Data
3 3 (23.08%) Hadoop
3 3 (23.08%) Oracle Database
3 3 (23.08%) SQL Server Integration Services
3 3 (23.08%) SQL Server Reporting Services
4 2 (15.38%) Oracle BI EE
4 2 (15.38%) Oracle ODI
5 1 (7.69%) Oracle Exadata
5 1 (7.69%) Oracle OLAP
5 1 (7.69%) Power BI
5 1 (7.69%) QlikView
5 1 (7.69%) SQL Server 2008
5 1 (7.69%) SQL Server 2012
5 1 (7.69%) SQL Server 2014
5 1 (7.69%) SQL Server Analysis Services
Development Applications
1 4 (30.77%) Talend Open Studio
2 1 (7.69%) ERwin
2 1 (7.69%) Oracle APEX
General
1 4 (30.77%) Finance
2 1 (7.69%) Pharmaceutical
Job Titles
1 5 (38.46%) Developer
2 3 (23.08%) Architect
3 2 (15.38%) Enterprise Solutions Architect
3 2 (15.38%) ETL Developer
3 2 (15.38%) Oracle Developer
3 2 (15.38%) Oracle ETL Developer
3 2 (15.38%) Senior Architect
3 2 (15.38%) Senior Solutions Architect
3 2 (15.38%) Solutions Architect
3 2 (15.38%) Systems Manager
4 1 (7.69%) Applications Developer
4 1 (7.69%) Business Intelligence Analyst
4 1 (7.69%) Business Intelligence Architect
4 1 (7.69%) Business Intelligence Manager
4 1 (7.69%) Business Intelligence Project Manager
4 1 (7.69%) Database Developer
4 1 (7.69%) ERP Manager
4 1 (7.69%) Information Architect
4 1 (7.69%) Java Developer
4 1 (7.69%) Report Analyst
Libraries, Frameworks & Software Standards
1 6 (46.15%) REST
2 2 (15.38%) Web Services
Miscellaneous
1 5 (38.46%) Analytical Skills
1 5 (38.46%) Visualisation
2 1 (7.69%) Taxonomies
Operating Systems
1 4 (30.77%) Unix
Processes & Methodologies
1 10 (76.92%) Business Intelligence
2 8 (61.54%) Agile Software Development
3 7 (53.85%) Data Management
3 7 (53.85%) Master Data Management
4 6 (46.15%) Software Engineering
5 5 (38.46%) Analytics
5 5 (38.46%) Data Analysis
5 5 (38.46%) Data Analytics
5 5 (38.46%) Data Visualisation
6 4 (30.77%) ERP
6 4 (30.77%) Prototyping
6 4 (30.77%) Rapid Prototyping
6 4 (30.77%) SOA
7 3 (23.08%) Business Analysis
7 3 (23.08%) Data Virtualisation
7 3 (23.08%) Project Management
8 2 (15.38%) Enterprise Architecture
8 2 (15.38%) Information Architecture
8 2 (15.38%) Performance Tuning
8 2 (15.38%) Use Case
Programming Languages
1 7 (53.85%) SQL
2 4 (30.77%) Java
2 4 (30.77%) JavaScript
2 4 (30.77%) PL/SQL
2 4 (30.77%) Python
3 1 (7.69%) T-SQL
Qualifications
1 1 (7.69%) Degree
1 1 (7.69%) Oracle Certification
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
1 1 (7.69%) SNOMED CT
Vendors
1 6 (46.15%) SAP
2 4 (30.77%) Oracle
2 4 (30.77%) Talend
3 3 (23.08%) IBM
4 1 (7.69%) Cognos
4 1 (7.69%) Hyperion
4 1 (7.69%) Informatica
4 1 (7.69%) JD Edwards
4 1 (7.69%) Microsoft
4 1 (7.69%) TIBCO
Cambridge
Montash Limited
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Montash
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Montash
Salary: £50000.00 - £65000.00 per annum + bonus, benefits
Posted: 2 days ago