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 18 January 2017 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
18 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Cambridgeshire / Cambridge
Rank 27 38 -
Rank change year-on-year
+11 -
Contract jobs citing ETL 12 4 0
As % of all contract IT jobs located in Cambridge 3.48% 1.20% -
As % of the Processes & Methodologies category 4.48% 1.38% -
Number of daily rates quoted 7 4 0
Median daily rate £550 £425 -
Median daily rate % change year-on-year
+29.41% -
UK excluding London median daily rate £413 £390 £388
% change year-on-year
+5.76% +0.64%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
268 290 251
As % of all contract IT jobs located in Cambridge 77.68% 86.83% 77.23%
Number of daily rates quoted 121 176 156
Median daily rate £425 £400 £368
Median daily rate % change year-on-year
+6.25% +8.84%
90% offered a daily rate of more than £298 £288 £200
10% offered a daily rate of more than £625 £550 £550
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 31 22 17
Median hourly rate £40.00 £43.75 £42.50
Median hourly rate % change year-on-year
-8.57% +2.94%
90% offered a hourly rate of more than £17.30 £29.00 £14.40
10% offered a hourly rate of more than £45.00 £60.00 £47.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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
Daily Rate Histogram in Cambridge

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cambridge region over the 3 months to 18 January 2017.

ETL Daily Rate Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 18 January 2017, 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 13 (76.47%) Business Intelligence
2 12 (70.59%) Data Warehouse
3 10 (58.82%) Talend Open Studio
3 10 (58.82%) Talend
4 8 (47.06%) Big Data
4 8 (47.06%) SQL
5 7 (41.18%) Analytics
5 7 (41.18%) Cloud Computing
5 7 (41.18%) Data Integration
6 6 (35.29%) JIRA
6 6 (35.29%) Open Source
6 6 (35.29%) ETL Development
7 5 (29.41%) Process Improvement
7 5 (29.41%) SQL Server Integration Services
7 5 (29.41%) SQL Server
7 5 (29.41%) Finance
8 4 (23.53%) Advertising
8 4 (23.53%) Agile Software Development
8 4 (23.53%) SQL Server Reporting Services
8 4 (23.53%) Microsoft
9 3 (17.65%) SQL Server Analysis Services
9 3 (17.65%) Data Architecture
9 3 (17.65%) Amazon AWS
9 3 (17.65%) SQL Server 2014
9 3 (17.65%) Dashboard Development
10 2 (11.76%) Performance Tuning
10 2 (11.76%) Performance Monitoring
10 2 (11.76%) Amazon Redshift
10 2 (11.76%) Spotfire
10 2 (11.76%) Oracle BI EE

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 1 (5.88%) Apache
1 1 (5.88%) Apache Pig
1 1 (5.88%) Apache Spark
Business Applications
1 1 (5.88%) SAP ERP
Cloud Services
1 7 (41.18%) Cloud Computing
2 3 (17.65%) Amazon AWS
Database & Business Intelligence
1 12 (70.59%) Data Warehouse
2 8 (47.06%) Big Data
3 5 (29.41%) SQL Server
3 5 (29.41%) SQL Server Integration Services
4 4 (23.53%) SQL Server Reporting Services
5 3 (17.65%) SQL Server 2014
5 3 (17.65%) SQL Server Analysis Services
6 2 (11.76%) Amazon Redshift
6 2 (11.76%) Data Mart
6 2 (11.76%) Oracle BI EE
6 2 (11.76%) PostgreSQL
6 2 (11.76%) Spotfire
6 2 (11.76%) Star Schema
7 1 (5.88%) BusinessObjects
7 1 (5.88%) Hadoop
7 1 (5.88%) HBase
7 1 (5.88%) SQL Server 2000
7 1 (5.88%) SQL Server 2005
7 1 (5.88%) SQL Server 2008
7 1 (5.88%) Sqoop
Development Applications
1 10 (58.82%) Talend Open Studio
2 6 (35.29%) JIRA
General
1 5 (29.41%) Finance
2 4 (23.53%) Advertising
3 1 (5.88%) Pharmaceutical
Job Titles
1 13 (76.47%) Developer
2 6 (35.29%) Talend Developer
3 4 (23.53%) Senior Developer
4 3 (17.65%) Business Intelligence Developer
4 3 (17.65%) SQL Developer
5 2 (11.76%) SSIS Developer
6 1 (5.88%) Business Developer
6 1 (5.88%) Data Migration Specialist
6 1 (5.88%) ETL Developer
6 1 (5.88%) Migration Specialist
6 1 (5.88%) Senior Business Intelligence Developer
6 1 (5.88%) SQL BI Developer
6 1 (5.88%) SQL Server Developer
6 1 (5.88%) SSRS Developer
6 1 (5.88%) Technical Leader
Miscellaneous
1 7 (41.18%) Data Integration
2 1 (5.88%) Data Extraction
2 1 (5.88%) Management Information System
Processes & Methodologies
1 13 (76.47%) Business Intelligence
2 7 (41.18%) Analytics
3 6 (35.29%) ETL Development
3 6 (35.29%) Open Source
4 5 (29.41%) Process Improvement
5 4 (23.53%) Agile Software Development
6 3 (17.65%) Dashboard Development
6 3 (17.65%) Data Architecture
7 2 (11.76%) Data Modelling
7 2 (11.76%) Performance Monitoring
7 2 (11.76%) Performance Tuning
7 2 (11.76%) Scrum
8 1 (5.88%) Data Management
8 1 (5.88%) Data Transformation
8 1 (5.88%) E-business
8 1 (5.88%) ERP
8 1 (5.88%) MapReduce
8 1 (5.88%) Migration
8 1 (5.88%) Stakeholder Management
8 1 (5.88%) Technical Analysis
Programming Languages
1 8 (47.06%) SQL
2 2 (11.76%) T-SQL
3 1 (5.88%) VBA
Systems Management
1 1 (5.88%) Hadoop YARN
Vendors
1 10 (58.82%) Talend
2 4 (23.53%) Microsoft
3 2 (11.76%) Embarcadero
3 2 (11.76%) SAP
4 1 (5.88%) Oracle
Cambridge, Cambridgeshire
HAYS INFORMATION TECHNOLOGY
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Cambridge, Cambridgeshire
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