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 30 July 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
30 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 41 51 50
Rank change year-on-year
+10 -1
Contract jobs citing ETL 4 9 1
As % of all contract IT jobs located in Cambridge 1.12% 1.78% 0.21%
As % of the Processes & Methodologies category 1.31% 2.21% 0.29%
Number of daily rates quoted 1 8 1
Median daily rate £425 £350 £350
Median daily rate % change year-on-year
+21.42% -
UK excluding London median daily rate £400 £389 £375
% change year-on-year
+2.89% +3.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £28.75 £55.00
% change year-on-year
-28.69% -47.72%
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
305 407 346
As % of all contract IT jobs located in Cambridge 85.20% 80.59% 74.09%
Number of daily rates quoted 179 297 225
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £325 £265 £285
10% offered a daily rate of more than £550 £500 £475
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 22 14 23
Median hourly rate £40.00 £45.00 £27.50
Median hourly rate % change year-on-year
-11.11% +63.63%
90% offered a hourly rate of more than £35.20 £15.77 £18.58
10% offered a hourly rate of more than £55.00 £60.00 £60.00
UK excluding London median hourly rate £30.00 £30.50 £26.50
% change year-on-year
-1.63% +15.09%

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
Top 30 Related IT Skills in Cambridge

For the 6 months to 30 July 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
1 15 (62.50%) Business Intelligence
2 14 (58.33%) SQL Server
3 12 (50.00%) SAP Data Services
4 11 (45.83%) Data Warehouse
5 9 (37.50%) SQL
6 8 (33.33%) MySQL
6 8 (33.33%) Microsoft
7 7 (29.17%) Oracle
8 6 (25.00%) Change Management
8 6 (25.00%) Migration
8 6 (25.00%) Relational Database
9 5 (20.83%) SQL Server Integration Services
9 5 (20.83%) SQL Server 2008
9 5 (20.83%) Agile Software Development
9 5 (20.83%) Business Analysis
9 5 (20.83%) ERP
10 4 (16.67%) Windows
10 4 (16.67%) Finance
10 4 (16.67%) Manufacturing
10 4 (16.67%) SQL Server Reporting Services
10 4 (16.67%) SQL Server Analysis Services
10 4 (16.67%) Data Migration
10 4 (16.67%) Degree
10 4 (16.67%) Waterfall
11 3 (12.50%) Enterprise Software
11 3 (12.50%) Performance Tuning
11 3 (12.50%) Data Structures
11 3 (12.50%) SOQL
11 3 (12.50%) Dynamics CRM

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
2 1 (4.17%) Apache
2 1 (4.17%) Apache Spark
Applications
1 3 (12.50%) 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
6 5 (20.83%) SQL Server Integration Services
7 4 (16.67%) SQL Server Analysis Services
7 4 (16.67%) SQL Server Reporting Services
8 3 (12.50%) BusinessObjects
9 2 (8.33%) Data Mining
9 2 (8.33%) Hadoop
10 1 (4.17%) Apache Hive
10 1 (4.17%) Big Data
10 1 (4.17%) BODI
10 1 (4.17%) BusinessObjects XI
10 1 (4.17%) MongoDB
10 1 (4.17%) QlikView
10 1 (4.17%) SQL Server 2005
10 1 (4.17%) Sqoop
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%) Developer
2 7 (29.17%) Administrator
3 6 (25.00%) Data Administrator
3 6 (25.00%) SAP Administrator
4 5 (20.83%) Analyst
4 5 (20.83%) Business Intelligence Developer
4 5 (20.83%) Data Analyst
4 5 (20.83%) SAP Analyst
4 5 (20.83%) Service Analyst
5 3 (12.50%) Architect
5 3 (12.50%) ETL Developer
5 3 (12.50%) Salesforce.com Architect
6 2 (8.33%) Business Developer
6 2 (8.33%) Dynamics AX Developer
6 2 (8.33%) SQL BI Developer
6 2 (8.33%) SQL Developer
6 2 (8.33%) SSAS Developer
6 2 (8.33%) SSIS Developer
7 1 (4.17%) Microsoft BI Developer
7 1 (4.17%) Power BI Developer
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
1 3 (12.50%) Visualisation
2 2 (8.33%) Mobile App
3 1 (4.17%) Analytical Skills
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 15 (62.50%) Business Intelligence
2 6 (25.00%) Change Management
2 6 (25.00%) Migration
3 5 (20.83%) Agile Software Development
3 5 (20.83%) Business Analysis
3 5 (20.83%) ERP
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%) Performance Tuning
5 3 (12.50%) System Testing
6 2 (8.33%) Analytics
6 2 (8.33%) Automated Testing
6 2 (8.33%) E-Commerce
6 2 (8.33%) ITIL
6 2 (8.33%) Mentoring
6 2 (8.33%) Scrum
6 2 (8.33%) Use Case
6 2 (8.33%) Validation
Programming Languages
1 9 (37.50%) 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 1 (4.17%) ITIL Certification
2 1 (4.17%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
1 1 (4.17%) QA
Systems Management
1 1 (4.17%) Oozie
Vendors
1 15 (62.50%) SAP
2 8 (33.33%) Microsoft
3 7 (29.17%) Oracle
4 3 (12.50%) Salesforce.com
4 3 (12.50%) Siebel
5 2 (8.33%) JD Edwards
6 1 (4.17%) Ab Initio
6 1 (4.17%) Informatica