The table below looks at the statistics for ETL skills in IT contracts advertised for the Cambridgeshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 29 May 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
29 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 37 63 67
Rank change year-on-year
+26 +4
Contract jobs citing ETL 20 9 5
As % of all contract IT jobs located in Cambridgeshire 3.47% 1.16% 0.69%
As % of the Processes & Methodologies category 4.41% 1.54% 0.86%
Number of daily rates quoted 9 8 4
Median daily rate £400 £350 £338
Median daily rate % change year-on-year
+14.28% +3.70%
90% offered a daily rate of more than £315 £350 £290
10% offered a daily rate of more than £529 £352 £350
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 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
ETL
East of England

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

Processes & Methodologies Category
Cambridgeshire
Contract IT job ads with a match in the
Processes & Methodologies category
454 583 582
As % of all contract IT jobs located in Cambridgeshire 78.68% 74.84% 80.39%
Number of daily rates quoted 268 318 290
Median daily rate £408 £350 £375
Median daily rate % change year-on-year
+16.42% -6.66%
90% offered a daily rate of more than £325 £250 £270
10% offered a daily rate of more than £525 £500 £475
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 28 49 59
Median hourly rate £33.00 £37.00 £35.00
Median hourly rate % change year-on-year
-10.81% +5.71%
90% offered a hourly rate of more than £10.50 £12.00 £12.00
10% offered a hourly rate of more than £47.50 £42.50 £40.25
UK excluding London median hourly rate £33.00 £30.50 £30.00
% change year-on-year
+8.19% +1.66%

ETL
Jobs Demand Trend in Cambridgeshire

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

ETL Jobs Demand Trend in Cambridgeshire

ETL
Daily Rate Trend in Cambridgeshire

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

ETL Daily Rate Trend in Cambridgeshire

ETL
Daily Rate Histogram in Cambridgeshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cambridgeshire region over the 3 months to 29 May 2016.

ETL Daily Rate Histogram in Cambridgeshire

ETL
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Cambridgeshire region over the 3 months to 29 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +8 13 £400 +14.28% 2
Huntingdon - 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 29 May 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 Cambridgeshire region with a requirement for ETL.

1 23 (54.76%) SAP
2 21 (50.00%) Data Warehouse
3 19 (45.24%) Microsoft
4 17 (40.48%) SQL Server
5 16 (38.10%) Java
5 16 (38.10%) Business Intelligence
5 16 (38.10%) Migration
6 14 (33.33%) ERP
7 12 (28.57%) SAP Data Services
8 11 (26.19%) Apex Code
8 11 (26.19%) Enterprise Software
8 11 (26.19%) SOQL
8 11 (26.19%) Data Modelling
8 11 (26.19%) Salesforce.com
8 11 (26.19%) CRM
8 11 (26.19%) Siebel
8 11 (26.19%) SOAP
8 11 (26.19%) Web Services
8 11 (26.19%) Agile Software Development
8 11 (26.19%) Dynamics CRM
8 11 (26.19%) RESTful
8 11 (26.19%) Visualforce
8 11 (26.19%) Amazon AWS
9 10 (23.81%) Heroku
9 10 (23.81%) Waterfall
9 10 (23.81%) Force.com
9 10 (23.81%) Use Case
9 10 (23.81%) Android
9 10 (23.81%) Automated Testing
9 10 (23.81%) COM

ETL
Top Related IT Skills in Cambridgeshire 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 10 (23.81%) CMS
2 6 (14.29%) Apache Pig
3 2 (4.76%) Apache Spark
3 2 (4.76%) SharePoint
4 1 (2.38%) IIS
Applications
1 2 (4.76%) MS Excel
Business Applications
1 11 (26.19%) Dynamics CRM
2 2 (4.76%) Dynamics AX
3 1 (2.38%) Dynamics NAV
3 1 (2.38%) SAP Oil and Gas
Cloud Services
1 11 (26.19%) Amazon AWS
2 10 (23.81%) Force.com
2 10 (23.81%) Heroku
3 1 (2.38%) Amazon EMR
Database & Business Intelligence
1 21 (50.00%) Data Warehouse
2 17 (40.48%) SQL Server
3 12 (28.57%) SAP Data Services
4 8 (19.05%) MySQL
5 7 (16.67%) Big Data
5 7 (16.67%) Hadoop
6 6 (14.29%) Apache Hive
6 6 (14.29%) BusinessObjects
6 6 (14.29%) Relational Database
7 5 (11.90%) SQL Server 2008
8 4 (9.52%) SQL Server Analysis Services
8 4 (9.52%) SQL Server Integration Services
8 4 (9.52%) SQL Server Reporting Services
9 2 (4.76%) BusinessObjects XI
9 2 (4.76%) Data Mining
9 2 (4.76%) SQL Server 2000
9 2 (4.76%) SQL Server 2012
10 1 (2.38%) MongoDB
10 1 (2.38%) NoSQL
10 1 (2.38%) QlikView
General
1 7 (16.67%) Finance
2 4 (9.52%) Manufacturing
3 2 (4.76%) Advertising
3 2 (4.76%) Legal
4 1 (2.38%) Banking
4 1 (2.38%) Electronics
4 1 (2.38%) Marketing
4 1 (2.38%) Pharmaceutical
4 1 (2.38%) Telecoms
Job Titles
1 13 (30.95%) Architect
1 13 (30.95%) Developer
2 9 (21.43%) Salesforce.com Architect
3 8 (19.05%) Administrator
3 8 (19.05%) Technical Architect
4 6 (14.29%) Data Administrator
4 6 (14.29%) Hadoop Developer
4 6 (14.29%) SAP Administrator
5 5 (11.90%) Analyst
5 5 (11.90%) Consultant
5 5 (11.90%) Data Analyst
5 5 (11.90%) ETL Developer
5 5 (11.90%) SAP Analyst
5 5 (11.90%) Service Analyst
6 4 (9.52%) Business Intelligence Developer
6 4 (9.52%) Salesforce.com Consultant
6 4 (9.52%) Technical Consultant
7 2 (4.76%) Senior Architect
7 2 (4.76%) SQL Developer
7 2 (4.76%) Technical Manager
Libraries, Frameworks & Software Standards
1 11 (26.19%) RESTful
1 11 (26.19%) SOAP
1 11 (26.19%) Visualforce
1 11 (26.19%) Web Services
2 10 (23.81%) COM
3 3 (7.14%) .NET
3 3 (7.14%) ASP.NET
4 2 (4.76%) .NET Framework
5 1 (2.38%) AngularJS
5 1 (2.38%) CSS
5 1 (2.38%) CSS3
5 1 (2.38%) HTML
5 1 (2.38%) HTML5
5 1 (2.38%) jQuery
5 1 (2.38%) MDX
Miscellaneous
1 11 (26.19%) Enterprise Software
2 10 (23.81%) Mobile App
3 8 (19.05%) Data Structures
4 2 (4.76%) Visualisation
5 1 (2.38%) Data Extraction
Operating Systems
1 10 (23.81%) Android
1 10 (23.81%) Apple iOS
2 7 (16.67%) Windows
3 1 (2.38%) Windows Server
3 1 (2.38%) Windows Server 2008
Processes & Methodologies
1 16 (38.10%) Business Intelligence
1 16 (38.10%) Migration
2 14 (33.33%) ERP
3 11 (26.19%) Agile Software Development
3 11 (26.19%) CRM
3 11 (26.19%) Data Modelling
4 10 (23.81%) Automated Testing
4 10 (23.81%) Use Case
4 10 (23.81%) Waterfall
5 9 (21.43%) Analytics
5 9 (21.43%) Data Migration
6 8 (19.05%) Mentoring
6 8 (19.05%) Presales
7 7 (16.67%) Data Analytics
7 7 (16.67%) Performance Tuning
7 7 (16.67%) System Testing
8 6 (14.29%) Big Data Analytics
8 6 (14.29%) Change Management
8 6 (14.29%) E-Commerce
8 6 (14.29%) Product Management
Programming Languages
1 16 (38.10%) Java
2 11 (26.19%) Apex Code
2 11 (26.19%) SOQL
3 8 (19.05%) C#
3 8 (19.05%) SQL
4 6 (14.29%) Python
4 6 (14.29%) Scala
5 3 (7.14%) T-SQL
6 2 (4.76%) X++
7 1 (2.38%) JavaScript
Qualifications
1 4 (9.52%) Degree
2 2 (4.76%) ITIL Certification
2 2 (4.76%) PRINCE2 Practitioner
3 1 (2.38%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 1 (2.38%) Data Quality
1 1 (2.38%) QA
System Software
1 6 (14.29%) Apache Flume
Vendors
1 23 (54.76%) SAP
2 19 (45.24%) Microsoft
3 11 (26.19%) Salesforce.com
3 11 (26.19%) Siebel
4 9 (21.43%) Oracle
5 2 (4.76%) Cloudera
5 2 (4.76%) JD Edwards
6 1 (2.38%) Sage