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 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
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 47 67 66
Rank change year-on-year
+20 -1
Contract jobs citing ETL 14 11 7
As % of all contract IT jobs located in Cambridgeshire 2.34% 1.35% 0.87%
As % of the Processes & Methodologies category 2.89% 1.71% 1.18%
Number of daily rates quoted 8 10 4
Median daily rate £450 £350 £338
Median daily rate % change year-on-year
+28.57% +3.70%
90% offered a daily rate of more than £395 £350 £290
10% offered a daily rate of more than £475 £358 £350
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%
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
485 642 591
As % of all contract IT jobs located in Cambridgeshire 81.10% 79.06% 73.23%
Number of daily rates quoted 279 390 320
Median daily rate £400 £375 £388
Median daily rate % change year-on-year
+6.66% -3.22%
90% offered a daily rate of more than £325 £265 £275
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 34 38 51
Median hourly rate £37.50 £23.50 £27.50
Median hourly rate % change year-on-year
+59.57% -14.54%
90% offered a hourly rate of more than £14.81 £12.00 £14.60
10% offered a hourly rate of more than £49.00 £60.00 £46.70
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 July 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 July 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 +12 4 £425 +21.42% 2
Peterborough +6 4 £475 +25.00% 3
Huntingdon - 2 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

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

1 27 (55.10%) Data Warehouse
2 25 (51.02%) Business Intelligence
3 24 (48.98%) SQL Server
3 24 (48.98%) SAP
4 20 (40.82%) Microsoft
5 18 (36.73%) Data Modelling
6 16 (32.65%) Migration
6 16 (32.65%) Java
7 14 (28.57%) SQL
8 13 (26.53%) ERP
8 13 (26.53%) SQL Server Integration Services
8 13 (26.53%) SAP Data Services
9 12 (24.49%) Web Services
10 11 (22.45%) SOAP
10 11 (22.45%) CRM
10 11 (22.45%) Siebel
10 11 (22.45%) Finance
10 11 (22.45%) Salesforce.com
10 11 (22.45%) Dynamics CRM
10 11 (22.45%) Agile Software Development
10 11 (22.45%) RESTful
10 11 (22.45%) Visualforce
10 11 (22.45%) Apex Code
10 11 (22.45%) Amazon AWS
10 11 (22.45%) Enterprise Software
10 11 (22.45%) SOQL
11 10 (20.41%) Mobile App
11 10 (20.41%) Apple iOS
11 10 (20.41%) Heroku
11 10 (20.41%) Waterfall

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 (20.41%) CMS
2 6 (12.24%) Apache Pig
3 3 (6.12%) Apache Spark
4 2 (4.08%) SharePoint
5 1 (2.04%) Apache
Applications
1 3 (6.12%) MS Excel
Business Applications
1 11 (22.45%) Dynamics CRM
2 2 (4.08%) Dynamics AX
3 1 (2.04%) SAP Oil and Gas
Cloud Services
1 11 (22.45%) Amazon AWS
2 10 (20.41%) Force.com
2 10 (20.41%) Heroku
3 1 (2.04%) Amazon EMR
Database & Business Intelligence
1 27 (55.10%) Data Warehouse
2 24 (48.98%) SQL Server
3 13 (26.53%) SAP Data Services
3 13 (26.53%) SQL Server Integration Services
4 10 (20.41%) BusinessObjects
4 10 (20.41%) SQL Server Reporting Services
5 8 (16.33%) Hadoop
5 8 (16.33%) MySQL
6 7 (14.29%) Apache Hive
6 7 (14.29%) Big Data
7 6 (12.24%) Relational Database
8 5 (10.20%) Crystal Reports
8 5 (10.20%) SQL Server 2008
8 5 (10.20%) SQL Server Analysis Services
9 4 (8.16%) BusinessObjects XI
10 3 (6.12%) Enterprise Data Warehouse
10 3 (6.12%) SQL Server 2012
11 2 (4.08%) Data Mining
11 2 (4.08%) SQL Server 2000
12 1 (2.04%) DataStage
General
1 11 (22.45%) Finance
2 4 (8.16%) Manufacturing
3 3 (6.12%) Advertising
4 2 (4.08%) Legal
5 1 (2.04%) Electronics
5 1 (2.04%) Marketing
5 1 (2.04%) Pharmaceutical
5 1 (2.04%) Telecoms
Job Titles
1 18 (36.73%) Architect
2 16 (32.65%) Developer
3 9 (18.37%) Salesforce.com Architect
4 8 (16.33%) Technical Architect
5 7 (14.29%) Administrator
6 6 (12.24%) Business Intelligence Developer
6 6 (12.24%) Data Administrator
6 6 (12.24%) Hadoop Developer
6 6 (12.24%) SAP Administrator
7 5 (10.20%) Analyst
7 5 (10.20%) Data Analyst
7 5 (10.20%) Data Architect
7 5 (10.20%) ETL Developer
7 5 (10.20%) SAP Analyst
7 5 (10.20%) Service Analyst
8 4 (8.16%) Consultant
8 4 (8.16%) Salesforce.com Consultant
8 4 (8.16%) Technical Consultant
9 3 (6.12%) SQL BI Developer
9 3 (6.12%) SQL Developer
Libraries, Frameworks & Software Standards
1 12 (24.49%) Web Services
2 11 (22.45%) RESTful
2 11 (22.45%) SOAP
2 11 (22.45%) Visualforce
3 10 (20.41%) COM
4 3 (6.12%) .NET
4 3 (6.12%) ASP.NET
5 2 (4.08%) .NET Framework
5 2 (4.08%) MDX
6 1 (2.04%) HTML
Miscellaneous
1 11 (22.45%) Enterprise Software
2 10 (20.41%) Mobile App
3 8 (16.33%) Data Structures
4 3 (6.12%) Data Integration
4 3 (6.12%) Visualisation
5 1 (2.04%) Analytical Skills
5 1 (2.04%) Data Extraction
Operating Systems
1 10 (20.41%) Android
1 10 (20.41%) Apple iOS
2 6 (12.24%) Windows
Processes & Methodologies
1 25 (51.02%) Business Intelligence
2 18 (36.73%) Data Modelling
3 16 (32.65%) Migration
4 13 (26.53%) ERP
5 11 (22.45%) Agile Software Development
5 11 (22.45%) CRM
6 10 (20.41%) Automated Testing
6 10 (20.41%) Use Case
6 10 (20.41%) Waterfall
7 8 (16.33%) Analytics
7 8 (16.33%) Data Migration
7 8 (16.33%) Mentoring
7 8 (16.33%) Performance Tuning
7 8 (16.33%) Presales
7 8 (16.33%) System Testing
8 6 (12.24%) Big Data Analytics
8 6 (12.24%) Change Management
8 6 (12.24%) E-Commerce
8 6 (12.24%) Functional Programming
8 6 (12.24%) Prototyping
Programming Languages
1 16 (32.65%) Java
2 14 (28.57%) SQL
3 11 (22.45%) Apex Code
3 11 (22.45%) SOQL
4 8 (16.33%) C#
5 6 (12.24%) Python
5 6 (12.24%) Scala
6 4 (8.16%) T-SQL
7 2 (4.08%) X++
8 1 (2.04%) VBA
Qualifications
1 4 (8.16%) Degree
2 2 (4.08%) PRINCE2 Practitioner
3 1 (2.04%) ITIL Certification
3 1 (2.04%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 3 (6.12%) Data Quality
2 1 (2.04%) QA
System Software
1 6 (12.24%) Apache Flume
2 1 (2.04%) Virtual Machines
Systems Management
1 1 (2.04%) Oozie
Vendors
1 24 (48.98%) SAP
2 20 (40.82%) Microsoft
3 11 (22.45%) Salesforce.com
3 11 (22.45%) Siebel
4 9 (18.37%) Oracle
5 2 (4.08%) Cloudera
5 2 (4.08%) JD Edwards
6 1 (2.04%) Ab Initio
6 1 (2.04%) Informatica