The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
England / East of England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 83 68 71
Rank change year-on-year -15 +3  
Contract jobs citing ETL 47 61 81
As % of all contract IT jobs advertised in the East of England 1.99% 2.39% 2.68%
As % of the Processes & Methodologies category 2.37% 2.98% 3.35%
Number of daily rates quoted 30 35 50
Median daily rate £413 £450 £350
Median daily rate % change year-on-year -8.33% +28.57%  
90% offered a daily rate of more than £249 £281 £288
10% offered a daily rate of more than £576 £625 £503
UK excluding London median daily rate £405 £400 £397
% change year-on-year +1.31% +0.75%  
Number of hourly rates quoted 1 0 0
Median hourly rate £12.00 - -
UK excluding London median hourly rate £55.00 £20.50 £31.50
% change year-on-year +168.29% -34.92%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
East of England
Contract job vacancies with a requirement for process and methodology skills 1979 2044 2420
As % of all contract IT job vacancies advertised in the East of England 83.78% 80.13% 80.00%
Number of daily rates quoted 4855 4483 4735
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £281 £255 £261
10% offered a daily rate of more than £588 £588 £550
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 389 407 426
Median hourly rate £35.00 £31.00 £33.00
Median hourly rate % change year-on-year +12.90% -6.06%  
90% offered a hourly rate of more than £13.00 £15.75 £11.25
10% offered a hourly rate of more than £63.75 £47.50 £50.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in the East of England

Job postings citing ETL as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for ETL in the East of England

ETL
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in the East of England.

Contractor daily rate trend for ETL in the East of England

ETL
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing ETL in the East of England over the 3 months to 28 June 2017.

Contractor daily rate histogram for ETL in the East of England

ETL
Contractor Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in the East of England.

Contractor hourly rate trend for ETL in the East of England

ETL
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East of England region over the 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire -7 14 £263 -38.23% 3
Essex -9 11 £450 +50.00% 6
Bedfordshire -4 10 £513 +2.50% 1
Suffolk +8 4 £388 -13.88%
Cambridgeshire -4 4 £400 -16.23%
Norfolk - 3 £288 -
East Anglia -3 1 - -
ETL
England

For the 6 months to 28 June 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 East of England region with a requirement for ETL.

1 45 (51.72%) SQL
2 35 (40.23%) Data Warehouse
3 32 (36.78%) Business Intelligence
3 32 (36.78%) Oracle
4 31 (35.63%) SQL Server Integration Services
5 26 (29.89%) Finance
6 25 (28.74%) SQL Server
6 25 (28.74%) SQL Server Reporting Services
7 18 (20.69%) Data Migration
7 18 (20.69%) Data Modelling
7 18 (20.69%) Migration
7 18 (20.69%) Microsoft
8 17 (19.54%) T-SQL
9 16 (18.39%) Agile Software Development
10 15 (17.24%) Oracle Database
11 14 (16.09%) Performance Tuning
12 13 (14.94%) SQL Server Analysis Services
13 12 (13.79%) SQL Server 2008
13 12 (13.79%) Data Analysis
14 11 (12.64%) QlikView
15 10 (11.49%) Informatica
15 10 (11.49%) C#
15 10 (11.49%) J2EE
15 10 (11.49%) Data Integration
16 9 (10.34%) Retail
16 9 (10.34%) Pentaho
16 9 (10.34%) Java
16 9 (10.34%) EAI
17 8 (9.20%) SOA
17 8 (9.20%) E-Commerce

ETL
Co-occurring IT Skills in the East of England 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 6 (6.90%) Apache Spark
2 5 (5.75%) Oracle SOA Suite
3 4 (4.60%) Apache
4 3 (3.45%) Apache Pig
4 3 (3.45%) Confluence
4 3 (3.45%) Elasticsearch
4 3 (3.45%) Tomcat
5 2 (2.30%) MQSeries
5 2 (2.30%) WebLogic
6 1 (1.15%) IIS
6 1 (1.15%) JBoss
6 1 (1.15%) SAS
6 1 (1.15%) WildFly
Applications
1 5 (5.75%) Microsoft Excel
2 3 (3.45%) MS Visio
3 1 (1.15%) Microsoft Office
Business Applications
1 3 (3.45%) Oracle Retail
2 2 (2.30%) Oracle Assets
2 2 (2.30%) Oracle Cash Management
2 2 (2.30%) Oracle EBS R12
2 2 (2.30%) Oracle Payables
2 2 (2.30%) Oracle Receivables
2 2 (2.30%) SAP MDG
2 2 (2.30%) SAP MDM
3 1 (1.15%) Cognos Business Intelligence
3 1 (1.15%) Dynamics AX
3 1 (1.15%) JDE EnterpriseOne
3 1 (1.15%) Lorenzo
3 1 (1.15%) Oracle Applications
3 1 (1.15%) Oracle General Ledger
3 1 (1.15%) SAP FI-GL
Cloud Services
1 5 (5.75%) Amazon AWS
Communications & Networking
1 4 (4.60%) Internet
Database & Business Intelligence
1 35 (40.23%) Data Warehouse
2 31 (35.63%) SQL Server Integration Services
3 25 (28.74%) SQL Server
3 25 (28.74%) SQL Server Reporting Services
4 15 (17.24%) Oracle Database
5 13 (14.94%) SQL Server Analysis Services
6 12 (13.79%) SQL Server 2008
7 11 (12.64%) QlikView
8 9 (10.34%) Pentaho
9 8 (9.20%) Relational Database
10 7 (8.05%) Big Data
10 7 (8.05%) Enterprise Data Warehouse
10 7 (8.05%) Hadoop
11 6 (6.90%) BusinessObjects
11 6 (6.90%) OLAP
11 6 (6.90%) Oracle Reports
12 5 (5.75%) Apache Hive
12 5 (5.75%) Crystal Reports
12 5 (5.75%) OLTP
12 5 (5.75%) Oracle9i Database
Development Applications
1 5 (5.75%) Talend Open Studio
2 4 (4.60%) PowerDesigner
2 4 (4.60%) Team Foundation Server
3 3 (3.45%) JIRA
3 3 (3.45%) Rational Rose
4 2 (2.30%) CA Gen
4 2 (2.30%) Eclipse
4 2 (2.30%) Git (software)
4 2 (2.30%) JUnit
4 2 (2.30%) Log4j
4 2 (2.30%) Maven
4 2 (2.30%) Mockito
4 2 (2.30%) Subversion
5 1 (1.15%) ERwin
5 1 (1.15%) Visual Studio
General
1 26 (29.89%) Finance
2 9 (10.34%) Retail
3 4 (4.60%) Banking
3 4 (4.60%) Pharmaceutical
3 4 (4.60%) Telecoms
4 2 (2.30%) Games
4 2 (2.30%) General Ledger
5 1 (1.15%) Advertising
5 1 (1.15%) Billing
Job Titles
1 35 (40.23%) Developer
2 21 (24.14%) ETL Developer
3 18 (20.69%) Architect
4 11 (12.64%) Analyst
5 10 (11.49%) SQL Developer
5 10 (11.49%) SSIS Developer
6 8 (9.20%) Business Intelligence Developer
6 8 (9.20%) Solutions Architect
7 6 (6.90%) Consultant
7 6 (6.90%) Test Analyst
7 6 (6.90%) Tester
8 5 (5.75%) ETL Tester
8 5 (5.75%) Oracle Developer
8 5 (5.75%) Pentaho Developer
9 4 (4.60%) Big Data Engineer
9 4 (4.60%) Data Architect
9 4 (4.60%) Data Engineer
9 4 (4.60%) Oracle ETL Developer
9 4 (4.60%) SSRS Developer
9 4 (4.60%) Technical Architect
Libraries, Frameworks & Software Standards
1 10 (11.49%) J2EE
2 8 (9.20%) XML
3 7 (8.05%) .NET
3 7 (8.05%) Middleware
4 6 (6.90%) XSD
5 5 (5.75%) Kafka
5 5 (5.75%) Web Services
6 4 (4.60%) MDX
6 4 (4.60%) Spark Streaming
6 4 (4.60%) XML Schema
7 3 (3.45%) EJB
7 3 (3.45%) JDBC
7 3 (3.45%) JMS
7 3 (3.45%) JSON
7 3 (3.45%) JSP
8 2 (2.30%) ActiveMQ
8 2 (2.30%) REST
8 2 (2.30%) SOAP
8 2 (2.30%) Spring
8 2 (2.30%) XSLT
Miscellaneous
1 8 (9.20%) Analytical Skills
2 5 (5.75%) N-Tier
3 3 (3.45%) NHS
3 3 (3.45%) User Experience
4 2 (2.30%) Management Information System
5 1 (1.15%) Computer Science
5 1 (1.15%) Life Science
Operating Systems
1 6 (6.90%) Unix
2 3 (3.45%) Linux
3 2 (2.30%) HPUX
3 2 (2.30%) Solaris
Processes & Methodologies
1 32 (36.78%) Business Intelligence
2 18 (20.69%) Data Migration
2 18 (20.69%) Data Modelling
2 18 (20.69%) Migration
3 16 (18.39%) Agile Software Development
4 14 (16.09%) Performance Tuning
5 12 (13.79%) Data Analysis
6 10 (11.49%) Data Integration
7 9 (10.34%) EAI
8 8 (9.20%) Data Transformation
8 8 (9.20%) E-Commerce
8 8 (9.20%) Scrum
8 8 (9.20%) SOA
8 8 (9.20%) Waterfall
9 7 (8.05%) Configuration Management
9 7 (8.05%) ETL Development
9 7 (8.05%) Physical Data Model
9 7 (8.05%) User Acceptance Testing
10 6 (6.90%) ERP
10 6 (6.90%) OO
Programming Languages
1 45 (51.72%) SQL
2 17 (19.54%) T-SQL
3 10 (11.49%) C#
4 9 (10.34%) Java
5 7 (8.05%) VBScript
6 5 (5.75%) PL/SQL
6 5 (5.75%) VB.NET
7 4 (4.60%) Scala
8 3 (3.45%) VB
9 2 (2.30%) Perl
9 2 (2.30%) Shell Script
10 1 (1.15%) JavaScript
Qualifications
1 6 (6.90%) Degree
2 3 (3.45%) ISEB
2 3 (3.45%) ISTQB
2 3 (3.45%) Microsoft Certification
2 3 (3.45%) Security Cleared
3 2 (2.30%) Numerate Degree
3 2 (2.30%) SC Cleared
4 1 (1.15%) PMI Certification
4 1 (1.15%) PMP
Quality Assurance & Compliance
1 8 (9.20%) Data Quality
2 6 (6.90%) QA
3 3 (3.45%) IFRS
3 3 (3.45%) IFRS 9
4 1 (1.15%) Disclosure Scotland
4 1 (1.15%) MiFID
4 1 (1.15%) PMO
System Software
1 4 (4.60%) Apache Flume
2 1 (1.15%) HDFS
Systems Management
1 3 (3.45%) HP Quality Center
2 2 (2.30%) Kibana
3 1 (1.15%) Data Guard
3 1 (1.15%) Hadoop YARN
3 1 (1.15%) Oozie
Vendors
1 32 (36.78%) Oracle
2 18 (20.69%) Microsoft
3 10 (11.49%) Informatica
4 8 (9.20%) SAP
5 6 (6.90%) IBM
6 5 (5.75%) Talend
7 4 (4.60%) Cognos
7 4 (4.60%) HP
8 3 (3.45%) Lumesse
8 3 (3.45%) Splunk
8 3 (3.45%) TIBCO
9 2 (2.30%) BEA
9 2 (2.30%) Embarcadero
9 2 (2.30%) MicroStrategy
9 2 (2.30%) Pega
9 2 (2.30%) Tableau
9 2 (2.30%) Teradata
9 2 (2.30%) webMethods
10 1 (1.15%) Cerner
10 1 (1.15%) JD Edwards
Watford, Hertfordshire
TLP Consultancy Ltd.
Posted: Yesterday