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 August 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 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 37 58 56
Rank change year-on-year
+21 -2
Contract jobs citing ETL 3 4 1
As % of all contract IT jobs located in Cambridge 0.87% 0.77% 0.20%
As % of the Processes & Methodologies category 1.06% 0.93% 0.28%
Number of daily rates quoted 2 3 1
Median daily rate £369 £350 £350
Median daily rate % change year-on-year
+5.35% -
UK excluding London median daily rate £400 £400 £373
% change year-on-year
- +7.38%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £29.50 £67.00
% change year-on-year
+49.15% -55.97%
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
284 429 358
As % of all contract IT jobs located in Cambridge 82.80% 82.18% 71.31%
Number of daily rates quoted 157 288 235
Median daily rate £413 £375 £400
Median daily rate % change year-on-year
+10.00% -6.25%
90% offered a daily rate of more than £320 £265 £275
10% offered a daily rate of more than £550 £524 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 30 14 24
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 £15.25 £14.00 £20.52
10% offered a hourly rate of more than £55.00 £60.00 £60.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 27 August 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 14 (82.35%) Business Intelligence
2 10 (58.82%) Data Warehouse
3 9 (52.94%) SAP
4 8 (47.06%) SQL Server
4 8 (47.06%) Microsoft
5 6 (35.29%) SQL
5 6 (35.29%) SQL Server Integration Services
5 6 (35.29%) SAP Data Services
6 5 (29.41%) SQL Server Analysis Services
6 5 (29.41%) Agile Software Development
6 5 (29.41%) SQL Server Reporting Services
6 5 (29.41%) MySQL
7 4 (23.53%) Oracle
7 4 (23.53%) ERP
7 4 (23.53%) Change Management
7 4 (23.53%) Finance
7 4 (23.53%) Manufacturing
7 4 (23.53%) Migration
7 4 (23.53%) Relational Database
8 3 (17.65%) Hadoop
8 3 (17.65%) Visualisation
8 3 (17.65%) Waterfall
8 3 (17.65%) Advertising
8 3 (17.65%) Business Analysis
8 3 (17.65%) .NET
8 3 (17.65%) T-SQL
8 3 (17.65%) ASP.NET
8 3 (17.65%) MS Excel
9 2 (11.76%) CRM
9 2 (11.76%) Siebel

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 (11.76%) Apache
1 2 (11.76%) Apache Spark
1 2 (11.76%) SharePoint
2 1 (5.88%) Apache Pig
2 1 (5.88%) CMS
Applications
1 3 (17.65%) MS Excel
Business Applications
1 2 (11.76%) Dynamics AX
1 2 (11.76%) Dynamics CRM
2 1 (5.88%) SAP Oil and Gas
Cloud Services
1 2 (11.76%) Force.com
2 1 (5.88%) Amazon AWS
2 1 (5.88%) Heroku
Database & Business Intelligence
1 10 (58.82%) Data Warehouse
2 8 (47.06%) SQL Server
3 6 (35.29%) SAP Data Services
3 6 (35.29%) SQL Server Integration Services
4 5 (29.41%) MySQL
4 5 (29.41%) SQL Server Analysis Services
4 5 (29.41%) SQL Server Reporting Services
5 4 (23.53%) Relational Database
6 3 (17.65%) Hadoop
7 2 (11.76%) Apache Hive
7 2 (11.76%) Big Data
7 2 (11.76%) BusinessObjects
7 2 (11.76%) Data Mining
7 2 (11.76%) Sqoop
8 1 (5.88%) BODI
8 1 (5.88%) DataStage
8 1 (5.88%) Flink
8 1 (5.88%) HBase
8 1 (5.88%) Power BI
8 1 (5.88%) SAP BI
General
1 4 (23.53%) Finance
1 4 (23.53%) Manufacturing
2 3 (17.65%) Advertising
3 2 (11.76%) Legal
4 1 (5.88%) Electronics
4 1 (5.88%) Marketing
4 1 (5.88%) Pharmaceutical
4 1 (5.88%) Telecoms
Job Titles
1 8 (47.06%) Developer
2 5 (29.41%) Business Intelligence Developer
3 4 (23.53%) Analyst
3 4 (23.53%) Data Analyst
3 4 (23.53%) SAP Analyst
3 4 (23.53%) Service Analyst
4 2 (11.76%) Architect
4 2 (11.76%) Dynamics AX Developer
4 2 (11.76%) ETL Developer
4 2 (11.76%) Salesforce.com Architect
4 2 (11.76%) SQL BI Developer
4 2 (11.76%) SQL Developer
4 2 (11.76%) SSAS Developer
4 2 (11.76%) SSIS Developer
5 1 (5.88%) Master Data Manager
5 1 (5.88%) Microsoft BI Developer
5 1 (5.88%) Power BI Developer
5 1 (5.88%) SAP Data Manager
5 1 (5.88%) SAP Master Data Manager
5 1 (5.88%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (17.65%) .NET
1 3 (17.65%) ASP.NET
2 2 (11.76%) .NET Framework
2 2 (11.76%) COM
2 2 (11.76%) RESTful
2 2 (11.76%) SOAP
2 2 (11.76%) Visualforce
2 2 (11.76%) Web Services
3 1 (5.88%) MDX
Miscellaneous
1 3 (17.65%) Visualisation
2 2 (11.76%) Data Structures
2 2 (11.76%) Enterprise Software
3 1 (5.88%) Analytical Skills
3 1 (5.88%) Mobile App
Operating Systems
1 2 (11.76%) Windows
2 1 (5.88%) Android
2 1 (5.88%) Apple iOS
Processes & Methodologies
1 14 (82.35%) Business Intelligence
2 5 (29.41%) Agile Software Development
3 4 (23.53%) Change Management
3 4 (23.53%) ERP
3 4 (23.53%) Migration
4 3 (17.65%) Business Analysis
4 3 (17.65%) Waterfall
5 2 (11.76%) Analytics
5 2 (11.76%) CRM
5 2 (11.76%) Data Migration
5 2 (11.76%) Data Modelling
5 2 (11.76%) Data Validation
5 2 (11.76%) E-Commerce
5 2 (11.76%) Performance Tuning
5 2 (11.76%) Predictive Analytics
5 2 (11.76%) Scrum
5 2 (11.76%) System Testing
5 2 (11.76%) Validation
6 1 (5.88%) Dashboard Development
6 1 (5.88%) Mentoring
Programming Languages
1 6 (35.29%) SQL
2 3 (17.65%) T-SQL
3 2 (11.76%) Apex Code
3 2 (11.76%) C#
3 2 (11.76%) SOQL
3 2 (11.76%) X++
4 1 (5.88%) Java
4 1 (5.88%) VBA
Qualifications
1 2 (11.76%) Degree
2 1 (5.88%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
1 1 (5.88%) QA
Systems Management
1 1 (5.88%) Hadoop YARN
1 1 (5.88%) Oozie
Vendors
1 9 (52.94%) SAP
2 8 (47.06%) Microsoft
3 4 (23.53%) Oracle
4 2 (11.76%) JD Edwards
4 2 (11.76%) Salesforce.com
4 2 (11.76%) Siebel
5 1 (5.88%) Ab Initio
5 1 (5.88%) Informatica