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 29 September 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 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 31 54 49
Rank change year-on-year
+23 -5
Contract jobs citing ETL 4 2 2
As % of all contract IT jobs located in Cambridge 1.31% 0.41% 0.46%
As % of the Processes & Methodologies category 1.60% 0.51% 0.65%
Number of daily rates quoted 3 2 2
Median daily rate £350 £343 £456
Median daily rate % change year-on-year
+2.18% -24.93%
90% offered a daily rate of more than £320 £337 £371
10% offered a daily rate of more than £410 £349 £541
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -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
250 389 310
As % of all contract IT jobs located in Cambridge 81.97% 80.37% 70.94%
Number of daily rates quoted 124 250 190
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £325 £275 £270
10% offered a daily rate of more than £550 £540 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 30 14 28
Median hourly rate £28.00 £47.50 £31.88
Median hourly rate % change year-on-year
-41.05% +49.01%
90% offered a hourly rate of more than £14.65 £14.00 £21.00
10% offered a hourly rate of more than £42.50 £65.00 £60.00
UK excluding London median hourly rate £32.66 £34.00 £26.00
% change year-on-year
-3.95% +30.76%

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 29 September 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 9 (81.82%) Business Intelligence
2 7 (63.64%) Data Warehouse
3 6 (54.55%) SAP
4 5 (45.45%) SQL
4 5 (45.45%) SQL Server Integration Services
5 4 (36.36%) Migration
5 4 (36.36%) Microsoft
6 3 (27.27%) BusinessObjects
6 3 (27.27%) Agile Software Development
6 3 (27.27%) SQL Server Analysis Services
6 3 (27.27%) Hadoop
6 3 (27.27%) SAP Data Services
7 2 (18.18%) Data Structures
7 2 (18.18%) RESTful
7 2 (18.18%) Apache Hive
7 2 (18.18%) Dynamics CRM
7 2 (18.18%) Force.com
7 2 (18.18%) Visualforce
7 2 (18.18%) Apex Code
7 2 (18.18%) Big Data
7 2 (18.18%) Sqoop
7 2 (18.18%) Enterprise Software
7 2 (18.18%) Performance Tuning
7 2 (18.18%) SOQL
7 2 (18.18%) Apache Spark
7 2 (18.18%) System Testing
7 2 (18.18%) Data Migration
7 2 (18.18%) Salesforce.com
7 2 (18.18%) Finance
7 2 (18.18%) Manufacturing

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 (18.18%) Apache
1 2 (18.18%) Apache Spark
2 1 (9.09%) Apache Pig
2 1 (9.09%) CMS
Applications
1 1 (9.09%) MS Excel
Business Applications
1 2 (18.18%) Dynamics CRM
2 1 (9.09%) SAP Oil and Gas
Cloud Services
1 2 (18.18%) Force.com
2 1 (9.09%) Amazon AWS
2 1 (9.09%) Heroku
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
2 5 (45.45%) SQL Server Integration Services
3 3 (27.27%) BusinessObjects
3 3 (27.27%) Hadoop
3 3 (27.27%) SAP Data Services
3 3 (27.27%) SQL Server Analysis Services
4 2 (18.18%) Apache Hive
4 2 (18.18%) Big Data
4 2 (18.18%) SQL Server
4 2 (18.18%) Sqoop
5 1 (9.09%) DataStage
5 1 (9.09%) Flink
5 1 (9.09%) MongoDB
5 1 (9.09%) NoSQL
5 1 (9.09%) Power BI
5 1 (9.09%) Relational Database
5 1 (9.09%) SAP BI
5 1 (9.09%) SQL Server 2008
5 1 (9.09%) SQL Server 2014
5 1 (9.09%) SQL Server Reporting Services
General
1 2 (18.18%) Finance
1 2 (18.18%) Manufacturing
2 1 (9.09%) Advertising
2 1 (9.09%) Electronics
2 1 (9.09%) Marketing
2 1 (9.09%) Pharmaceutical
2 1 (9.09%) Telecoms
Job Titles
1 5 (45.45%) Business Intelligence Developer
1 5 (45.45%) Developer
2 3 (27.27%) ETL Developer
2 3 (27.27%) SSIS Developer
3 2 (18.18%) Analyst
3 2 (18.18%) Architect
3 2 (18.18%) Data Analyst
3 2 (18.18%) Salesforce.com Architect
3 2 (18.18%) SAP Analyst
3 2 (18.18%) Service Analyst
3 2 (18.18%) SQL BI Developer
3 2 (18.18%) SQL Developer
3 2 (18.18%) SSAS Developer
4 1 (9.09%) Data Manager
4 1 (9.09%) Data Warehouse Developer
4 1 (9.09%) Microsoft BI Developer
4 1 (9.09%) Microsoft Developer
4 1 (9.09%) Power BI Developer
4 1 (9.09%) SAP Manager
4 1 (9.09%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (18.18%) COM
1 2 (18.18%) RESTful
1 2 (18.18%) SOAP
1 2 (18.18%) Visualforce
1 2 (18.18%) Web Services
Miscellaneous
1 2 (18.18%) Data Structures
1 2 (18.18%) Enterprise Software
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Mobile App
2 1 (9.09%) Visualisation
Operating Systems
1 1 (9.09%) Android
1 1 (9.09%) Apple iOS
Processes & Methodologies
1 9 (81.82%) Business Intelligence
2 4 (36.36%) Migration
3 3 (27.27%) Agile Software Development
4 2 (18.18%) CRM
4 2 (18.18%) Data Migration
4 2 (18.18%) Data Modelling
4 2 (18.18%) E-Commerce
4 2 (18.18%) ERP
4 2 (18.18%) Performance Tuning
4 2 (18.18%) System Testing
5 1 (9.09%) Dashboard Development
5 1 (9.09%) Data Cleansing
5 1 (9.09%) Data Entry
5 1 (9.09%) Data Visualisation
5 1 (9.09%) Mentoring
5 1 (9.09%) Presales
5 1 (9.09%) Product Management
5 1 (9.09%) Prototyping
5 1 (9.09%) Technical Analysis
5 1 (9.09%) Waterfall
Programming Languages
1 5 (45.45%) SQL
2 2 (18.18%) Apex Code
2 2 (18.18%) SOQL
2 2 (18.18%) T-SQL
3 1 (9.09%) Java
3 1 (9.09%) VBA
Qualifications
1 1 (9.09%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
1 1 (9.09%) QA
Systems Management
1 1 (9.09%) Hadoop YARN
1 1 (9.09%) Oozie
Vendors
1 6 (54.55%) SAP
2 4 (36.36%) Microsoft
3 2 (18.18%) Salesforce.com
3 2 (18.18%) Siebel
4 1 (9.09%) Ab Initio
4 1 (9.09%) Informatica