The table below looks at the statistics for ETL skills in IT contracts advertised for the Reading 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 62 47 55
Rank change year-on-year
-15 +8
Contract jobs citing ETL 3 30 14
As % of all contract IT jobs located in Reading 0.40% 3.07% 1.62%
As % of the Processes & Methodologies category 0.52% 4.07% 2.25%
Number of daily rates quoted 3 24 12
Median daily rate £350 £450 £400
Median daily rate % change year-on-year
-22.22% +12.50%
90% offered a daily rate of more than £330 £375 £311
10% offered a daily rate of more than £410 £525 £448
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
Berkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Reading region.

Processes & Methodologies Category
Reading
Contract IT job ads with a match in the
Processes & Methodologies category
572 737 621
As % of all contract IT jobs located in Reading 76.99% 75.36% 71.88%
Number of daily rates quoted 312 471 317
Median daily rate £413 £413 £400
Median daily rate % change year-on-year
- +3.12%
90% offered a daily rate of more than £253 £277 £286
10% offered a daily rate of more than £550 £558 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 19 23 10
Median hourly rate £22.35 £37.09 £19.00
Median hourly rate % change year-on-year
-39.74% +95.21%
90% offered a hourly rate of more than £19.61 £16.50 £15.00
10% offered a hourly rate of more than £43.28 £37.09 £59.00
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 Reading

The demand trend of contract jobs across the Reading region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Reading

ETL
Daily Rate Trend in Reading

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Reading region.

ETL Daily Rate Trend in Reading

ETL
Hourly Rate Trend in Reading

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Reading region.

ETL Hourly Rate Trend in Reading

ETL
Top 30 Related IT Skills in Reading

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 Reading region with a requirement for ETL.

1 7 (50.00%) Business Intelligence
1 7 (50.00%) IBM
2 6 (42.86%) Informatica
2 6 (42.86%) DataStage
2 6 (42.86%) SQL
2 6 (42.86%) Migration
2 6 (42.86%) Data Architecture
2 6 (42.86%) Data Integration
3 5 (35.71%) IBM InfoSphere
3 5 (35.71%) SAP IS-U
3 5 (35.71%) Data Migration
3 5 (35.71%) Data Conversion
3 5 (35.71%) SAP ERP
3 5 (35.71%) SAP
3 5 (35.71%) ERP
4 3 (21.43%) Data Warehouse
5 2 (14.29%) Oracle
5 2 (14.29%) SQL Server
5 2 (14.29%) JavaScript
5 2 (14.29%) Microsoft
5 2 (14.29%) Telecoms
5 2 (14.29%) Finance
5 2 (14.29%) SQL Server Integration Services
5 2 (14.29%) Agile Software Development
5 2 (14.29%) Data Management
5 2 (14.29%) SQL Server Reporting Services
5 2 (14.29%) Analytics
6 1 (7.14%) PowerShell
6 1 (7.14%) Power BI
6 1 (7.14%) Wireframes

ETL
Top Related IT Skills in Reading 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:

Applications
1 1 (7.14%) MS Excel
Business Applications
1 5 (35.71%) SAP ERP
1 5 (35.71%) SAP IS-U
2 1 (7.14%) HFM
2 1 (7.14%) Hyperion Planning
Cloud Services
1 1 (7.14%) Amazon AWS
1 1 (7.14%) Bluemix
1 1 (7.14%) IaaS
1 1 (7.14%) IBM Cloud
1 1 (7.14%) Microsoft Azure
1 1 (7.14%) PaaS
Database & Business Intelligence
1 6 (42.86%) DataStage
2 5 (35.71%) IBM InfoSphere
3 3 (21.43%) Data Warehouse
4 2 (14.29%) SQL Server
4 2 (14.29%) SQL Server Integration Services
4 2 (14.29%) SQL Server Reporting Services
5 1 (7.14%) DB2
5 1 (7.14%) MongoDB
5 1 (7.14%) MySQL
5 1 (7.14%) Neo4j
5 1 (7.14%) NoSQL
5 1 (7.14%) Oracle BI EE
5 1 (7.14%) Oracle Database
5 1 (7.14%) Oracle ODI
5 1 (7.14%) PostgreSQL
5 1 (7.14%) Power BI
5 1 (7.14%) QlikView
5 1 (7.14%) RDBMS
5 1 (7.14%) Relational Database
5 1 (7.14%) SQL Server Analysis Services
General
1 2 (14.29%) Finance
1 2 (14.29%) Telecoms
Job Titles
1 6 (42.86%) Architect
1 6 (42.86%) Data Architect
2 5 (35.71%) Data Migration Architect
2 5 (35.71%) Developer
2 5 (35.71%) ETL Architect
2 5 (35.71%) Migration Architect
3 2 (14.29%) Analyst
4 1 (7.14%) Applications Developer
4 1 (7.14%) Azure Developer
4 1 (7.14%) Business Analyst
4 1 (7.14%) Business Intelligence Business Analyst
4 1 (7.14%) DB2 Support
4 1 (7.14%) E-Commerce Developer
4 1 (7.14%) E-Commerce Web Developer
4 1 (7.14%) Full Stack Developer
4 1 (7.14%) Full Stack Web Developer
4 1 (7.14%) Hyperion Support
4 1 (7.14%) QlikView Developer
4 1 (7.14%) Support Analyst
4 1 (7.14%) Web Developer
Libraries, Frameworks & Software Standards
1 1 (7.14%) AngularJS
1 1 (7.14%) CSS
1 1 (7.14%) HTML
1 1 (7.14%) Node.js
1 1 (7.14%) Ruby on Rails
Miscellaneous
1 6 (42.86%) Data Integration
2 5 (35.71%) Data Conversion
3 1 (7.14%) Graphic Design
3 1 (7.14%) User Experience
3 1 (7.14%) Visualisation
Operating Systems
1 1 (7.14%) AIX
Processes & Methodologies
1 7 (50.00%) Business Intelligence
2 6 (42.86%) Data Architecture
2 6 (42.86%) Migration
3 5 (35.71%) Data Migration
3 5 (35.71%) ERP
4 2 (14.29%) Agile Software Development
4 2 (14.29%) Analytics
4 2 (14.29%) Data Management
5 1 (7.14%) Dashboard Development
5 1 (7.14%) Data Analysis
5 1 (7.14%) Data Governance
5 1 (7.14%) Data Transformation
5 1 (7.14%) Data Visualisation
5 1 (7.14%) ETL Development
5 1 (7.14%) Machine Learning
5 1 (7.14%) Master Data Management
5 1 (7.14%) Open Source
5 1 (7.14%) Performance Tuning
5 1 (7.14%) Web Development
5 1 (7.14%) Wireframes
Programming Languages
1 6 (42.86%) SQL
2 2 (14.29%) JavaScript
3 1 (7.14%) C#
3 1 (7.14%) Korn
3 1 (7.14%) PHP
3 1 (7.14%) PL/SQL
3 1 (7.14%) PowerShell
3 1 (7.14%) Python
3 1 (7.14%) Ruby
3 1 (7.14%) Shell Script
Qualifications
1 1 (7.14%) ACCA
1 1 (7.14%) CIMA
1 1 (7.14%) Degree
Vendors
1 7 (50.00%) IBM
2 6 (42.86%) Informatica
3 5 (35.71%) SAP
4 2 (14.29%) Microsoft
4 2 (14.29%) Oracle
5 1 (7.14%) Cognos
5 1 (7.14%) Hyperion
5 1 (7.14%) Teradata