The table below looks at the statistics for ETL skills in IT contracts advertised for the Cambridge region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Cambridgeshire / Cambridge
Rank 27 34 -
Rank change year-on-year
+7 -
Contract jobs citing ETL 7 10 0
As % of all contract IT jobs located in Cambridge 2.27% 2.62% -
As % of the Processes & Methodologies category 2.87% 3.13% -
Number of daily rates quoted 5 9 0
Median daily rate £510 £275 -
Median daily rate % change year-on-year
+85.45% -
UK excluding London median daily rate £405 £400 £400
% change year-on-year
+1.31% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £38.25
% change year-on-year
-28.57% +46.40%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Contract IT job ads with a match in the
Processes & Methodologies category
244 319 245
As % of all contract IT jobs located in Cambridge 78.96% 83.73% 79.55%
Number of daily rates quoted 116 201 152
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £300 £288 £208
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 28 26 15
Median hourly rate £38.88 £37.50 £42.50
Median hourly rate % change year-on-year
+3.66% -11.76%
90% offered a hourly rate of more than £17.01 £27.85 £23.80
10% offered a hourly rate of more than £68.00 £60.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

ETL
Jobs Demand Trend in Cambridge

The demand trend of contract jobs across the Cambridge region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Cambridge

ETL
Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Cambridge region.

ETL Daily Rate Trend in Cambridge

ETL
Daily Rate Histogram in Cambridge

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cambridge region over the 3 months to 22 February 2017.

ETL Daily Rate Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 22 February 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridge region with a requirement for ETL.

1 13 (76.47%) Business Intelligence
2 12 (70.59%) Talend Open Studio
2 12 (70.59%) Talend
3 11 (64.71%) Data Warehouse
4 8 (47.06%) SQL
4 8 (47.06%) Analytics
5 7 (41.18%) Big Data
5 7 (41.18%) Cloud Computing
5 7 (41.18%) Data Integration
5 7 (41.18%) Finance
6 6 (35.29%) JIRA
6 6 (35.29%) Open Source
6 6 (35.29%) ETL Development
7 5 (29.41%) Process Improvement
7 5 (29.41%) Amazon AWS
8 4 (23.53%) Spotfire
8 4 (23.53%) SQL Server Integration Services
8 4 (23.53%) Oracle BI EE
8 4 (23.53%) Embarcadero
8 4 (23.53%) SQL Server
8 4 (23.53%) Amazon Redshift
9 3 (17.65%) Performance Tuning
9 3 (17.65%) Dashboard Development
9 3 (17.65%) SAP
9 3 (17.65%) Oracle
9 3 (17.65%) Microsoft
9 3 (17.65%) Data Modelling
9 3 (17.65%) Pharmaceutical
9 3 (17.65%) Advertising
9 3 (17.65%) PostgreSQL

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:

Business Applications
1 2 (11.76%) SAP MDG
1 2 (11.76%) SAP MDM
2 1 (5.88%) SAP ERP
Cloud Services
1 7 (41.18%) Cloud Computing
2 5 (29.41%) Amazon AWS
Database & Business Intelligence
1 11 (64.71%) Data Warehouse
2 7 (41.18%) Big Data
3 4 (23.53%) Amazon Redshift
3 4 (23.53%) Oracle BI EE
3 4 (23.53%) Spotfire
3 4 (23.53%) SQL Server
3 4 (23.53%) SQL Server Integration Services
4 3 (17.65%) PostgreSQL
4 3 (17.65%) SQL Server Reporting Services
5 2 (11.76%) Amazon RDS
5 2 (11.76%) Data Mart
5 2 (11.76%) PowerCenter
5 2 (11.76%) SQL Server 2014
5 2 (11.76%) SQL Server Analysis Services
5 2 (11.76%) Star Schema
6 1 (5.88%) Relational Database
6 1 (5.88%) SQL Server 2005
6 1 (5.88%) SQL Server 2008
6 1 (5.88%) SQL Server 2012
6 1 (5.88%) SQL Server 2016
Development Applications
1 12 (70.59%) Talend Open Studio
2 6 (35.29%) JIRA
General
1 7 (41.18%) Finance
2 3 (17.65%) Advertising
2 3 (17.65%) Pharmaceutical
Job Titles
1 12 (70.59%) Developer
2 6 (35.29%) Talend Developer
3 4 (23.53%) Senior Developer
4 2 (11.76%) Architect
4 2 (11.76%) Business Intelligence Architect
4 2 (11.76%) Business Intelligence Developer
4 2 (11.76%) SQL Developer
4 2 (11.76%) SSIS Developer
5 1 (5.88%) Business Developer
5 1 (5.88%) Data Migration Specialist
5 1 (5.88%) ETL Developer
5 1 (5.88%) Information Architect
5 1 (5.88%) Migration Specialist
5 1 (5.88%) Redshift Developer
5 1 (5.88%) Senior Business Intelligence Developer
5 1 (5.88%) SQL Server Developer
5 1 (5.88%) SSRS Developer
5 1 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (5.88%) Web Services
1 1 (5.88%) XML
Miscellaneous
1 1 (5.88%) Management Information System
Processes & Methodologies
1 13 (76.47%) Business Intelligence
2 8 (47.06%) Analytics
3 7 (41.18%) Data Integration
4 6 (35.29%) ETL Development
4 6 (35.29%) Open Source
5 5 (29.41%) Process Improvement
6 3 (17.65%) Agile Software Development
6 3 (17.65%) Dashboard Development
6 3 (17.65%) Data Architecture
6 3 (17.65%) Data Modelling
6 3 (17.65%) Performance Tuning
7 2 (11.76%) Data Management
7 2 (11.76%) DRM
7 2 (11.76%) Information Architecture
7 2 (11.76%) Master Data Management
7 2 (11.76%) Performance Monitoring
7 2 (11.76%) Requirements Analysis
7 2 (11.76%) Scrum
8 1 (5.88%) Data Analytics
8 1 (5.88%) Data Visualisation
Programming Languages
1 8 (47.06%) SQL
2 2 (11.76%) T-SQL
3 1 (5.88%) PL/SQL
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
Vendors
1 12 (70.59%) Talend
2 4 (23.53%) Embarcadero
3 3 (17.65%) Microsoft
3 3 (17.65%) Oracle
3 3 (17.65%) SAP
4 2 (11.76%) Informatica
4 2 (11.76%) MicroStrategy