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 23 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
23 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Berkshire / Reading
Rank 47 72 66
Rank change year-on-year
+25 -6
Contract jobs citing ETL 21 6 4
As % of all contract IT jobs located in Reading 2.97% 0.64% 0.46%
As % of the Processes & Methodologies category 3.67% 0.82% 0.66%
Number of daily rates quoted 12 6 3
Median daily rate £425 £475 £350
Median daily rate % change year-on-year
-10.52% +35.71%
90% offered a daily rate of more than £367 £363 £330
10% offered a daily rate of more than £685 £500 £430
UK excluding London median daily rate £403 £390 £388
% change year-on-year
+3.20% +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 Reading region.

Processes & Methodologies Category
Reading
Contract IT job ads with a match in the
Processes & Methodologies category
572 732 607
As % of all contract IT jobs located in Reading 80.91% 78.63% 70.42%
Number of daily rates quoted 284 444 352
Median daily rate £425 £415 £400
Median daily rate % change year-on-year
+2.40% +3.75%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £525 £520 £550
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 14 24 8
Median hourly rate £55.00 £45.00 £27.83
Median hourly rate % change year-on-year
+22.22% +61.69%
90% offered a hourly rate of more than £14.50 £15.00 £17.50
10% offered a hourly rate of more than £55.65 £63.00 £55.65
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 23 January 2017.

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 23 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 Reading region with a requirement for ETL.

1 15 (62.50%) SQL Server
2 14 (58.33%) Finance
3 13 (54.17%) SQL Server Integration Services
4 9 (37.50%) Business Intelligence
4 9 (37.50%) SQL Server 2012
5 8 (33.33%) SQL
6 7 (29.17%) T-SQL
6 7 (29.17%) Java
6 7 (29.17%) DB2
6 7 (29.17%) MicroStrategy
6 7 (29.17%) TDD
6 7 (29.17%) MapReduce
6 7 (29.17%) HBase
6 7 (29.17%) Big Data
6 7 (29.17%) Apache Hive
6 7 (29.17%) NoSQL
6 7 (29.17%) Continuous Integration
6 7 (29.17%) Scala
6 7 (29.17%) Hadoop
6 7 (29.17%) Sqoop
6 7 (29.17%) Oozie
6 7 (29.17%) HDFS
6 7 (29.17%) Impala
6 7 (29.17%) Apache Spark
7 6 (25.00%) Ab Initio
7 6 (25.00%) Data Warehouse
7 6 (25.00%) Data Modelling
8 5 (20.83%) Microsoft
9 4 (16.67%) Complex ETL
9 4 (16.67%) Hortonworks

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:

Application Platforms
1 7 (29.17%) Apache Spark
2 3 (12.50%) SharePoint
3 2 (8.33%) SAS
Applications
1 3 (12.50%) MS Excel
2 1 (4.17%) Spreadsheet
Business Applications
1 3 (12.50%) Dynamics CRM
2 1 (4.17%) HFM
2 1 (4.17%) SystmOne
Cloud Services
1 3 (12.50%) IaaS
1 3 (12.50%) Microsoft Azure
1 3 (12.50%) PaaS
Database & Business Intelligence
1 15 (62.50%) SQL Server
2 13 (54.17%) SQL Server Integration Services
3 9 (37.50%) SQL Server 2012
4 7 (29.17%) Apache Hive
4 7 (29.17%) Big Data
4 7 (29.17%) DB2
4 7 (29.17%) Hadoop
4 7 (29.17%) HBase
4 7 (29.17%) Impala
4 7 (29.17%) NoSQL
4 7 (29.17%) Sqoop
5 6 (25.00%) Data Warehouse
6 4 (16.67%) OLAP
7 3 (12.50%) OLTP
7 3 (12.50%) Relational Database
7 3 (12.50%) SQL Server 2014
7 3 (12.50%) SQL Server Reporting Services
8 1 (4.17%) Oracle Database
8 1 (4.17%) Oracle ODI
8 1 (4.17%) Power BI
Development Applications
1 1 (4.17%) Talend Open Studio
1 1 (4.17%) Team Foundation Server
General
1 14 (58.33%) Finance
2 1 (4.17%) Financial Institution
2 1 (4.17%) Legal
2 1 (4.17%) Telecoms
Job Titles
1 7 (29.17%) Consultant
1 7 (29.17%) Developer
2 5 (20.83%) Hadoop Consultant
3 4 (16.67%) Architect
3 4 (16.67%) Data Architect
3 4 (16.67%) SQL Developer
4 3 (12.50%) Analyst
4 3 (12.50%) Cloud Consultant
4 3 (12.50%) Data Consultant
4 3 (12.50%) DBA
5 2 (8.33%) Big Data Developer
5 2 (8.33%) Business Developer
5 2 (8.33%) Data Analyst
5 2 (8.33%) Data Migration Engineer
5 2 (8.33%) ETL Analyst
5 2 (8.33%) Hadoop Developer
5 2 (8.33%) Java Developer
5 2 (8.33%) Scala Developer
5 2 (8.33%) SQL Data Analyst
5 2 (8.33%) Technical Analyst
Miscellaneous
1 2 (8.33%) Visualisation
2 1 (4.17%) Blog
2 1 (4.17%) NHS
Operating Systems
1 3 (12.50%) Windows
1 3 (12.50%) Windows Server
Processes & Methodologies
1 9 (37.50%) Business Intelligence
2 7 (29.17%) Continuous Integration
2 7 (29.17%) MapReduce
2 7 (29.17%) TDD
3 6 (25.00%) Data Modelling
4 4 (16.67%) Agile Software Development
4 4 (16.67%) Complex ETL
4 4 (16.67%) Data Analysis
5 3 (12.50%) CRM
5 3 (12.50%) Data Migration
5 3 (12.50%) Data Protection
5 3 (12.50%) Database Security
5 3 (12.50%) ERP
5 3 (12.50%) Migration
5 3 (12.50%) Multithreading
6 2 (8.33%) Data Management
6 2 (8.33%) Data Visualisation
6 2 (8.33%) Kimball Methodology
6 2 (8.33%) Stakeholder Management
7 1 (4.17%) Analytics
Programming Languages
1 8 (33.33%) SQL
2 7 (29.17%) Java
2 7 (29.17%) Scala
2 7 (29.17%) T-SQL
3 1 (4.17%) PL/SQL
3 1 (4.17%) Shell Script
Qualifications
1 1 (4.17%) SC Cleared
1 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 3 (12.50%) Data Quality
System Software
1 7 (29.17%) HDFS
Systems Management
1 7 (29.17%) Oozie
Vendors
1 7 (29.17%) MicroStrategy
2 6 (25.00%) Ab Initio
3 5 (20.83%) Microsoft
4 4 (16.67%) Cloudera
4 4 (16.67%) Hortonworks
5 3 (12.50%) Oracle
6 1 (4.17%) Cognos
6 1 (4.17%) Hyperion
6 1 (4.17%) Informatica
6 1 (4.17%) SAP
6 1 (4.17%) Tableau
6 1 (4.17%) Talend