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 30 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
30 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 43 72 63
Rank change year-on-year
+29 -9
Contract jobs citing ETL 12 4 6
As % of all contract IT jobs located in Cambridgeshire 2.06% 0.48% 0.72%
As % of the Processes & Methodologies category 2.61% 0.60% 1.02%
Number of daily rates quoted 9 3 2
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 £323 £350 £328
10% offered a daily rate of more than £475 £374 £348
UK excluding London median daily rate £400 £400 £369
% change year-on-year
- +8.47%
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
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
459 668 589
As % of all contract IT jobs located in Cambridgeshire 78.87% 79.71% 70.96%
Number of daily rates quoted 249 399 337
Median daily rate £425 £385 £375
Median daily rate % change year-on-year
+10.38% +2.66%
90% offered a daily rate of more than £300 £269 £245
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 45 38 51
Median hourly rate £40.00 £15.77 £30.00
Median hourly rate % change year-on-year
+153.64% -47.43%
90% offered a hourly rate of more than £14.43 £12.00 £15.00
10% offered a hourly rate of more than £48.00 £57.50 £57.50
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

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 30 August 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 30 August 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
Peterborough +8 4 £475 +25.00%
Cambridge +17 3 £369 +5.35%
Huntingdon - 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 30 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 Cambridgeshire region with a requirement for ETL.

1 23 (71.88%) Business Intelligence
2 19 (59.38%) Data Warehouse
3 17 (53.13%) SQL Server
4 14 (43.75%) Microsoft
4 14 (43.75%) SQL Server Integration Services
5 11 (34.38%) Finance
5 11 (34.38%) Data Modelling
5 11 (34.38%) SAP
5 11 (34.38%) SQL
5 11 (34.38%) SQL Server Reporting Services
6 9 (28.13%) BusinessObjects
7 8 (25.00%) Migration
8 6 (18.75%) ERP
8 6 (18.75%) Java
8 6 (18.75%) SQL Server Analysis Services
8 6 (18.75%) Hadoop
8 6 (18.75%) SAP Data Services
9 5 (15.63%) Apache Hive
9 5 (15.63%) Agile Software Development
9 5 (15.63%) Oracle
9 5 (15.63%) C#
9 5 (15.63%) Crystal Reports
9 5 (15.63%) Web Services
9 5 (15.63%) Data Governance
9 5 (15.63%) Big Data
9 5 (15.63%) Analytics
10 4 (12.50%) Apache Pig
10 4 (12.50%) Enterprise Software
10 4 (12.50%) SOQL
10 4 (12.50%) Apache Spark

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 4 (12.50%) Apache Pig
1 4 (12.50%) Apache Spark
2 3 (9.38%) CMS
3 2 (6.25%) Apache
3 2 (6.25%) SharePoint
Applications
1 3 (9.38%) MS Excel
Business Applications
1 4 (12.50%) Dynamics CRM
2 2 (6.25%) Dynamics AX
3 1 (3.13%) SAP Oil and Gas
Cloud Services
1 4 (12.50%) Amazon AWS
2 3 (9.38%) Force.com
2 3 (9.38%) Heroku
3 1 (3.13%) Amazon EMR
Database & Business Intelligence
1 19 (59.38%) Data Warehouse
2 17 (53.13%) SQL Server
3 14 (43.75%) SQL Server Integration Services
4 11 (34.38%) SQL Server Reporting Services
5 9 (28.13%) BusinessObjects
6 6 (18.75%) Hadoop
6 6 (18.75%) SAP Data Services
6 6 (18.75%) SQL Server Analysis Services
7 5 (15.63%) Apache Hive
7 5 (15.63%) Big Data
7 5 (15.63%) Crystal Reports
8 4 (12.50%) MySQL
9 3 (9.38%) BusinessObjects XI
9 3 (9.38%) Enterprise Data Warehouse
9 3 (9.38%) Relational Database
9 3 (9.38%) SQL Server 2012
10 2 (6.25%) Data Mining
10 2 (6.25%) SQL Server 2000
10 2 (6.25%) SQL Server 2014
10 2 (6.25%) Sqoop
General
1 11 (34.38%) Finance
2 4 (12.50%) Advertising
2 4 (12.50%) Manufacturing
3 2 (6.25%) Legal
4 1 (3.13%) Electronics
4 1 (3.13%) Marketing
4 1 (3.13%) Pharmaceutical
4 1 (3.13%) Telecoms
Job Titles
1 13 (40.63%) Developer
2 11 (34.38%) Architect
3 6 (18.75%) Business Intelligence Developer
4 5 (15.63%) Data Architect
5 4 (12.50%) Salesforce.com Architect
6 3 (9.38%) Analyst
6 3 (9.38%) Data Analyst
6 3 (9.38%) Data Warehouse Architect
6 3 (9.38%) Hadoop Developer
6 3 (9.38%) SAP Analyst
6 3 (9.38%) Service Analyst
6 3 (9.38%) SQL BI Developer
6 3 (9.38%) SQL Developer
7 2 (6.25%) ETL Developer
7 2 (6.25%) Project Manager
7 2 (6.25%) Senior Hadoop Architect
7 2 (6.25%) SSAS Developer
7 2 (6.25%) SSIS Developer
7 2 (6.25%) SSRS Developer
7 2 (6.25%) Technical Architect
Libraries, Frameworks & Software Standards
1 5 (15.63%) Web Services
2 4 (12.50%) RESTful
2 4 (12.50%) SOAP
2 4 (12.50%) Visualforce
3 3 (9.38%) .NET
3 3 (9.38%) ASP.NET
3 3 (9.38%) COM
4 2 (6.25%) .NET Framework
4 2 (6.25%) MDX
5 1 (3.13%) HTML
Miscellaneous
1 4 (12.50%) Enterprise Software
2 3 (9.38%) Data Integration
2 3 (9.38%) Data Structures
2 3 (9.38%) Mobile App
2 3 (9.38%) Visualisation
3 1 (3.13%) Analytical Skills
Operating Systems
1 3 (9.38%) Android
1 3 (9.38%) Apple iOS
1 3 (9.38%) Windows
Processes & Methodologies
1 23 (71.88%) Business Intelligence
2 11 (34.38%) Data Modelling
3 8 (25.00%) Migration
4 6 (18.75%) ERP
5 5 (15.63%) Agile Software Development
5 5 (15.63%) Analytics
5 5 (15.63%) Data Governance
6 4 (12.50%) CRM
6 4 (12.50%) Data Architecture
6 4 (12.50%) Data Management
6 4 (12.50%) ETL Development
7 3 (9.38%) Automated Testing
7 3 (9.38%) Change Management
7 3 (9.38%) Data Analysis
7 3 (9.38%) E-Commerce
7 3 (9.38%) Functional Programming
7 3 (9.38%) Performance Tuning
7 3 (9.38%) Project Management
7 3 (9.38%) System Testing
7 3 (9.38%) Use Case
Programming Languages
1 11 (34.38%) SQL
2 6 (18.75%) Java
3 5 (15.63%) C#
4 4 (12.50%) Apex Code
4 4 (12.50%) SOQL
4 4 (12.50%) T-SQL
5 3 (9.38%) Python
5 3 (9.38%) Scala
6 2 (6.25%) VBA
6 2 (6.25%) X++
Qualifications
1 2 (6.25%) PRINCE2 Practitioner
2 1 (3.13%) Degree
2 1 (3.13%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 3 (9.38%) Data Quality
2 1 (3.13%) QA
System Software
1 3 (9.38%) Apache Flume
2 1 (3.13%) Virtual Machines
Systems Management
1 1 (3.13%) Hadoop YARN
1 1 (3.13%) Oozie
Vendors
1 14 (43.75%) Microsoft
2 11 (34.38%) SAP
3 5 (15.63%) Oracle
4 4 (12.50%) Salesforce.com
4 4 (12.50%) Siebel
5 2 (6.25%) Cloudera
5 2 (6.25%) JD Edwards
6 1 (3.13%) Ab Initio
6 1 (3.13%) Informatica