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 27 June 2016 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
27 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 37 53 -
Rank change year-on-year
+16 -
Contract jobs citing ETL 8 9 0
As % of all contract IT jobs located in Cambridge 2.23% 1.95% -
As % of the Processes & Methodologies category 2.71% 2.45% -
Number of daily rates quoted 3 8 0
Median daily rate £505 £350 -
Median daily rate % change year-on-year
+44.28% -
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
ETL
Cambridgeshire

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
295 367 309
As % of all contract IT jobs located in Cambridge 82.40% 79.44% 76.49%
Number of daily rates quoted 180 271 203
Median daily rate £400 £375 £390
Median daily rate % change year-on-year
+6.66% -3.84%
90% offered a daily rate of more than £325 £275 £285
10% offered a daily rate of more than £525 £475 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 20 17 19
Median hourly rate £37.50 £40.00 £39.50
Median hourly rate % change year-on-year
-6.25% +1.26%
90% offered a hourly rate of more than £21.00 £15.77 £20.21
10% offered a hourly rate of more than £47.50 £57.50 £45.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 27 June 2016.

ETL Daily Rate Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 27 June 2016, 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 15 (62.50%) SAP
2 14 (58.33%) Business Intelligence
2 14 (58.33%) SQL Server
3 12 (50.00%) SAP Data Services
4 11 (45.83%) Data Warehouse
5 8 (33.33%) MySQL
5 8 (33.33%) SQL
6 7 (29.17%) Microsoft
6 7 (29.17%) Oracle
7 6 (25.00%) Change Management
7 6 (25.00%) Migration
7 6 (25.00%) Relational Database
8 5 (20.83%) SQL Server 2008
8 5 (20.83%) Business Analysis
8 5 (20.83%) ERP
9 4 (16.67%) BusinessObjects
9 4 (16.67%) Windows
9 4 (16.67%) Manufacturing
9 4 (16.67%) Finance
9 4 (16.67%) Agile Software Development
9 4 (16.67%) SQL Server Reporting Services
9 4 (16.67%) Degree
9 4 (16.67%) SQL Server Integration Services
9 4 (16.67%) Data Migration
9 4 (16.67%) SQL Server Analysis Services
9 4 (16.67%) Waterfall
10 3 (12.50%) RESTful
10 3 (12.50%) Force.com
10 3 (12.50%) Visualforce
10 3 (12.50%) Apex Code

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 2 (8.33%) CMS
1 2 (8.33%) SharePoint
Applications
1 2 (8.33%) MS Excel
Business Applications
1 3 (12.50%) Dynamics CRM
2 2 (8.33%) Dynamics AX
3 1 (4.17%) SAP Oil and Gas
Cloud Services
1 3 (12.50%) Force.com
2 2 (8.33%) Amazon AWS
2 2 (8.33%) Heroku
Database & Business Intelligence
1 14 (58.33%) SQL Server
2 12 (50.00%) SAP Data Services
3 11 (45.83%) Data Warehouse
4 8 (33.33%) MySQL
5 6 (25.00%) Relational Database
6 5 (20.83%) SQL Server 2008
7 4 (16.67%) BusinessObjects
7 4 (16.67%) SQL Server Analysis Services
7 4 (16.67%) SQL Server Integration Services
7 4 (16.67%) SQL Server Reporting Services
8 2 (8.33%) BusinessObjects XI
8 2 (8.33%) Data Mining
9 1 (4.17%) Big Data
9 1 (4.17%) Hadoop
9 1 (4.17%) MongoDB
9 1 (4.17%) NoSQL
9 1 (4.17%) QlikView
9 1 (4.17%) SQL Server 2005
General
1 4 (16.67%) Finance
1 4 (16.67%) Manufacturing
2 2 (8.33%) Advertising
2 2 (8.33%) Legal
3 1 (4.17%) Electronics
3 1 (4.17%) Marketing
3 1 (4.17%) Pharmaceutical
3 1 (4.17%) Telecoms
Job Titles
1 8 (33.33%) Administrator
2 7 (29.17%) Developer
3 6 (25.00%) Data Administrator
3 6 (25.00%) SAP Administrator
4 5 (20.83%) Analyst
4 5 (20.83%) Data Analyst
4 5 (20.83%) SAP Analyst
4 5 (20.83%) Service Analyst
5 4 (16.67%) Business Intelligence Developer
6 3 (12.50%) Architect
6 3 (12.50%) ETL Developer
6 3 (12.50%) Salesforce.com Architect
7 2 (8.33%) Business Developer
7 2 (8.33%) Business Systems Administrator
7 2 (8.33%) Dynamics AX Developer
7 2 (8.33%) SQL BI Developer
7 2 (8.33%) SQL Developer
7 2 (8.33%) SSAS Developer
7 2 (8.33%) SSIS Developer
7 2 (8.33%) Systems Administrator
Libraries, Frameworks & Software Standards
1 3 (12.50%) .NET
1 3 (12.50%) ASP.NET
1 3 (12.50%) COM
1 3 (12.50%) RESTful
1 3 (12.50%) SOAP
1 3 (12.50%) Visualforce
1 3 (12.50%) Web Services
2 2 (8.33%) .NET Framework
3 1 (4.17%) MDX
Miscellaneous
1 3 (12.50%) Data Structures
1 3 (12.50%) Enterprise Software
2 2 (8.33%) Mobile App
2 2 (8.33%) Visualisation
3 1 (4.17%) Data Extraction
Operating Systems
1 4 (16.67%) Windows
2 2 (8.33%) Android
2 2 (8.33%) Apple iOS
Processes & Methodologies
1 14 (58.33%) Business Intelligence
2 6 (25.00%) Change Management
2 6 (25.00%) Migration
3 5 (20.83%) Business Analysis
3 5 (20.83%) ERP
4 4 (16.67%) Agile Software Development
4 4 (16.67%) Data Migration
4 4 (16.67%) Waterfall
5 3 (12.50%) CRM
5 3 (12.50%) Data Modelling
5 3 (12.50%) ITIL
5 3 (12.50%) Performance Tuning
5 3 (12.50%) System Testing
6 2 (8.33%) Automated Testing
6 2 (8.33%) E-Commerce
6 2 (8.33%) Mentoring
6 2 (8.33%) Project Planning
6 2 (8.33%) Scrum
6 2 (8.33%) Technical Architecture
6 2 (8.33%) Validation
Programming Languages
1 8 (33.33%) SQL
2 3 (12.50%) Apex Code
2 3 (12.50%) SOQL
2 3 (12.50%) T-SQL
3 2 (8.33%) C#
3 2 (8.33%) Java
3 2 (8.33%) X++
Qualifications
1 4 (16.67%) Degree
2 2 (8.33%) ITIL Certification
3 1 (4.17%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
1 1 (4.17%) QA
Vendors
1 15 (62.50%) SAP
2 7 (29.17%) Microsoft
2 7 (29.17%) Oracle
3 3 (12.50%) Salesforce.com
3 3 (12.50%) Siebel
4 2 (8.33%) JD Edwards