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 5 December 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
5 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 57 63 61
Rank change year-on-year
+6 -2
Contract jobs citing ETL 7 7 13
As % of all contract IT jobs located in Reading 0.95% 0.74% 1.41%
As % of the Processes & Methodologies category 1.23% 0.99% 2.07%
Number of daily rates quoted 6 6 6
Median daily rate £379 £475 £403
Median daily rate % change year-on-year
-20.31% +18.01%
90% offered a daily rate of more than £351 £363 £365
10% offered a daily rate of more than £563 £500 £463
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
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
568 708 628
As % of all contract IT jobs located in Reading 76.76% 75.32% 68.34%
Number of daily rates quoted 276 426 399
Median daily rate £400 £420 £425
Median daily rate % change year-on-year
-4.76% -1.17%
90% offered a daily rate of more than £275 £275 £278
10% offered a daily rate of more than £525 £525 £565
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 23 36 7
Median hourly rate £26.25 £37.09 £27.83
Median hourly rate % change year-on-year
-29.22% +33.27%
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

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
Daily Rate Histogram in Reading

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Reading region over the 3 months to 5 December 2016.

ETL Daily Rate Histogram 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 5 December 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 (70.00%) SQL Server
2 6 (60.00%) Business Intelligence
3 5 (50.00%) SQL Server Integration Services
4 4 (40.00%) Data Modelling
4 4 (40.00%) SQL
4 4 (40.00%) T-SQL
4 4 (40.00%) Data Warehouse
4 4 (40.00%) SQL Server 2012
5 3 (30.00%) SQL Server Reporting Services
5 3 (30.00%) OLAP
6 2 (20.00%) Agile Software Development
6 2 (20.00%) Data Management
6 2 (20.00%) Finance
6 2 (20.00%) Data Protection
6 2 (20.00%) Oracle
6 2 (20.00%) OLTP
6 2 (20.00%) Windows
6 2 (20.00%) Data Analysis
6 2 (20.00%) SQL Server 2014
6 2 (20.00%) Windows Server
6 2 (20.00%) Open Source
6 2 (20.00%) Database Security
7 1 (10.00%) Oracle ODI
7 1 (10.00%) Relational Database
7 1 (10.00%) User Experience
7 1 (10.00%) ETL Development
7 1 (10.00%) Bluemix
7 1 (10.00%) Power BI
7 1 (10.00%) PaaS
7 1 (10.00%) MongoDB

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 (10.00%) MS Excel
Business Applications
1 1 (10.00%) HFM
1 1 (10.00%) SystmOne
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) Bluemix
1 1 (10.00%) IaaS
1 1 (10.00%) IBM Cloud
1 1 (10.00%) PaaS
Database & Business Intelligence
1 7 (70.00%) SQL Server
2 5 (50.00%) SQL Server Integration Services
3 4 (40.00%) Data Warehouse
3 4 (40.00%) SQL Server 2012
4 3 (30.00%) OLAP
4 3 (30.00%) SQL Server Reporting Services
5 2 (20.00%) OLTP
5 2 (20.00%) SQL Server 2014
6 1 (10.00%) BusinessObjects
6 1 (10.00%) CloverETL
6 1 (10.00%) MongoDB
6 1 (10.00%) MySQL
6 1 (10.00%) Neo4j
6 1 (10.00%) NoSQL
6 1 (10.00%) Oracle ODI
6 1 (10.00%) PostgreSQL
6 1 (10.00%) Power BI
6 1 (10.00%) RDBMS
6 1 (10.00%) Relational Database
6 1 (10.00%) SQL Server Analysis Services
Development Applications
1 1 (10.00%) Talend Open Studio
1 1 (10.00%) Team Foundation Server
General
1 2 (20.00%) Finance
2 1 (10.00%) Legal
2 1 (10.00%) Telecoms
Job Titles
1 4 (40.00%) Developer
2 3 (30.00%) Architect
2 3 (30.00%) Business Intelligence Developer
2 3 (30.00%) Data Architect
3 2 (20.00%) Business Developer
3 2 (20.00%) DBA
3 2 (20.00%) SSIS Developer
4 1 (10.00%) Administrator
4 1 (10.00%) Analyst
4 1 (10.00%) Applications Developer
4 1 (10.00%) Business Intelligence Business Analyst
4 1 (10.00%) E-Commerce Developer
4 1 (10.00%) E-Commerce Web Developer
4 1 (10.00%) Full Stack Developer
4 1 (10.00%) Full Stack Web Developer
4 1 (10.00%) SQL BI Developer
4 1 (10.00%) SQL Server BI Developer
4 1 (10.00%) SSAS Developer
4 1 (10.00%) SSRS Developer
4 1 (10.00%) Web Developer
Libraries, Frameworks & Software Standards
1 1 (10.00%) AngularJS
1 1 (10.00%) CSS
1 1 (10.00%) HTML
1 1 (10.00%) Node.js
1 1 (10.00%) Ruby on Rails
Miscellaneous
1 1 (10.00%) Graphic Design
1 1 (10.00%) NHS
1 1 (10.00%) User Experience
Operating Systems
1 2 (20.00%) Windows
1 2 (20.00%) Windows Server
Processes & Methodologies
1 6 (60.00%) Business Intelligence
2 4 (40.00%) Data Modelling
3 2 (20.00%) Agile Software Development
3 2 (20.00%) Data Analysis
3 2 (20.00%) Data Management
3 2 (20.00%) Data Protection
3 2 (20.00%) Database Security
3 2 (20.00%) Open Source
4 1 (10.00%) Analytics
4 1 (10.00%) Business Analysis
4 1 (10.00%) Data Mapping
4 1 (10.00%) Data Validation
4 1 (10.00%) Dimensional Modelling
4 1 (10.00%) ETL Development
4 1 (10.00%) Kimball Methodology
4 1 (10.00%) Master Data Management
4 1 (10.00%) Scrum
4 1 (10.00%) Validation
4 1 (10.00%) Web Development
4 1 (10.00%) Wireframes
Programming Languages
1 4 (40.00%) SQL
1 4 (40.00%) T-SQL
2 1 (10.00%) JavaScript
2 1 (10.00%) PHP
2 1 (10.00%) PL/SQL
2 1 (10.00%) Python
2 1 (10.00%) Ruby
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Vendors
1 2 (20.00%) Oracle
2 1 (10.00%) Cognos
2 1 (10.00%) Hyperion
2 1 (10.00%) IBM
2 1 (10.00%) Informatica
2 1 (10.00%) Microsoft
2 1 (10.00%) SAP
2 1 (10.00%) Talend