The table below looks at the statistics for ETL skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 4 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
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 96 110 81
Rank change year-on-year
+14 -29
Contract jobs citing ETL 169 173 223
As % of all contract IT jobs located in the South East 2.21% 1.82% 2.24%
As % of the Processes & Methodologies category 2.76% 2.28% 2.93%
Number of daily rates quoted 113 104 139
Median daily rate £450 £375 £400
Median daily rate % change year-on-year
+20.00% -6.25%
90% offered a daily rate of more than £350 £250 £275
10% offered a daily rate of more than £536 £525 £526
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1 0 0
Median hourly rate £23.19 - -
UK excluding London median hourly rate £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
ETL
England

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

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
6122 7581 7607
As % of all contract IT jobs located in the South East 80.15% 79.66% 76.34%
Number of daily rates quoted 3644 4468 4276
Median daily rate £420 £400 £385
Median daily rate % change year-on-year
+5.00% +3.89%
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £550 £540 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 252 309 283
Median hourly rate £35.00 £37.09 £22.50
Median hourly rate % change year-on-year
-5.63% +64.84%
90% offered a hourly rate of more than £12.50 £12.50 £11.35
10% offered a hourly rate of more than £52.50 £55.00 £42.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

ETL
Jobs Demand Trend in the South East

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

ETL Jobs Demand Trend in the South East

ETL
Daily Rate Trend in the South East

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

ETL Daily Rate Trend in the South East

ETL
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the South East region over the 3 months to 4 December 2016.

ETL Daily Rate Histogram in the South East

ETL
Hourly Rate Trend in the South East

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

ETL Hourly Rate Trend in the South East

ETL
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the South East region over the 3 months to 4 December 2016. 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
(Click see detailed
statistics and trends)
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
Oxfordshire +15 33 £479 +52.06% 5
Berkshire -5 33 £475 +18.75% 12
Hampshire +25 27 £450 +26.76% 4
Buckinghamshire +23 27 £438 +18.24% 2
Kent +10 17 £350 -6.66%
Surrey +9 14 £388 -25.30% 4
West Sussex +2 6 £375 +15.38% 4
M4 Corridor - 3 - -
Middlesex -4 2 £500 +23.45%
East Sussex +6 1 £400 +14.28%
ETL
England

ETL
Top 30 Related IT Skills in the South East

For the 6 months to 4 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 South East region with a requirement for ETL.

1 227 (63.06%) SQL
2 150 (41.67%) Data Warehouse
3 138 (38.33%) Business Intelligence
4 114 (31.67%) SQL Server
5 113 (31.39%) Oracle
6 97 (26.94%) Migration
7 90 (25.00%) Data Modelling
7 90 (25.00%) SQL Server Integration Services
8 83 (23.06%) Finance
9 65 (18.06%) Agile Software Development
10 59 (16.39%) Java
11 55 (15.28%) T-SQL
11 55 (15.28%) Informatica
12 52 (14.44%) Microsoft
12 52 (14.44%) Data Analysis
13 51 (14.17%) Data Migration
14 50 (13.89%) SQL Server Reporting Services
15 49 (13.61%) Analytical Skills
16 45 (12.50%) Big Data
16 45 (12.50%) SAP
17 42 (11.67%) Data Management
17 42 (11.67%) Talend Open Studio
17 42 (11.67%) Talend
17 42 (11.67%) Analytics
18 41 (11.39%) Data Quality
19 39 (10.83%) SQL Server Analysis Services
20 36 (10.00%) Hadoop
20 36 (10.00%) Unix
20 36 (10.00%) Kimball Methodology
21 34 (9.44%) Data Integration

ETL
Top Related IT Skills in the South East 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 19 (5.28%) Apache Spark
2 14 (3.89%) WebLogic
3 12 (3.33%) Apache Pig
4 8 (2.22%) Confluence
5 7 (1.94%) SharePoint
6 6 (1.67%) Apache
7 5 (1.39%) Elasticsearch
7 5 (1.39%) SAS
8 4 (1.11%) IIS
8 4 (1.11%) Oracle Service Bus
9 2 (0.56%) Apache Solr
9 2 (0.56%) BizTalk Server
9 2 (0.56%) Cloud Foundry
9 2 (0.56%) GemFire
9 2 (0.56%) SharePoint 2010
9 2 (0.56%) Tomcat
9 2 (0.56%) WebSphere
10 1 (0.28%) JBoss
10 1 (0.28%) NetWeaver
10 1 (0.28%) Oracle SOA Suite
Applications
1 24 (6.67%) MS Excel
2 7 (1.94%) MS Office
3 3 (0.83%) MS PowerPoint
3 3 (0.83%) SPSS
4 1 (0.28%) MS Visio
4 1 (0.28%) Spreadsheet
Business Applications
1 10 (2.78%) Cognos Business Intelligence
2 9 (2.50%) Hyperion Planning
2 9 (2.50%) Oracle Applications
3 7 (1.94%) HFM
3 7 (1.94%) SAP FI
4 6 (1.67%) Dynamics CRM
4 6 (1.67%) Dynamics NAV
5 4 (1.11%) SAP APO
6 3 (0.83%) Oracle EBS R12
6 3 (0.83%) Salesforce.com CRM
7 2 (0.56%) Oracle EBS
7 2 (0.56%) Oracle ERP
7 2 (0.56%) SAP ERP
7 2 (0.56%) SAP MDM
7 2 (0.56%) SessionCam
8 1 (0.28%) BusinessWorks
8 1 (0.28%) Oracle General Ledger
8 1 (0.28%) SAP MM
8 1 (0.28%) SAP PP
8 1 (0.28%) SAP SD
Cloud Services
1 12 (3.33%) Amazon AWS
2 10 (2.78%) PaaS
3 8 (2.22%) IaaS
4 5 (1.39%) Boomi
5 4 (1.11%) Amazon EMR
5 4 (1.11%) GitHub
6 3 (0.83%) Microsoft Azure
7 2 (0.56%) Google Analytics
7 2 (0.56%) Google Tag Manager
7 2 (0.56%) Office 365
8 1 (0.28%) Amazon S3
8 1 (0.28%) AWS Lambda
8 1 (0.28%) Bluemix
8 1 (0.28%) CallidusCloud
8 1 (0.28%) IBM Cloud
Communications & Networking
1 6 (1.67%) Intranet
2 5 (1.39%) FTP
3 2 (0.56%) LAN
3 2 (0.56%) SNMP
4 1 (0.28%) 2G
4 1 (0.28%) 3G
4 1 (0.28%) DHCP
4 1 (0.28%) DNS
4 1 (0.28%) LDAP
4 1 (0.28%) LTE
4 1 (0.28%) Radio Access Network
4 1 (0.28%) Telnet
Database & Business Intelligence
1 150 (41.67%) Data Warehouse
2 114 (31.67%) SQL Server
3 90 (25.00%) SQL Server Integration Services
4 50 (13.89%) SQL Server Reporting Services
5 45 (12.50%) Big Data
6 39 (10.83%) SQL Server Analysis Services
7 36 (10.00%) Hadoop
8 34 (9.44%) SQL Server 2008
9 33 (9.17%) Relational Database
9 33 (9.17%) SQL Server 2012
10 32 (8.89%) SQL Server 2014
11 28 (7.78%) SAP Data Services
12 25 (6.94%) Apache Hive
12 25 (6.94%) Oracle BI EE
12 25 (6.94%) Oracle Database
13 24 (6.67%) OLAP
14 19 (5.28%) Power BI
15 17 (4.72%) BusinessObjects
15 17 (4.72%) HBase
16 16 (4.44%) MongoDB
Development Applications
1 42 (11.67%) Talend Open Studio
2 28 (7.78%) JIRA
3 23 (6.39%) Git (software)
4 14 (3.89%) LSMW
5 12 (3.33%) Jenkins
6 9 (2.50%) Team Foundation Server
6 9 (2.50%) Toad
7 7 (1.94%) Oracle APEX
7 7 (1.94%) Sonatype Nexus
8 6 (1.67%) ERwin
9 4 (1.11%) Oracle Forms
9 4 (1.11%) Visual Studio
10 3 (0.83%) Liquibase
10 3 (0.83%) Rational DOORS
11 2 (0.56%) Eclipse
11 2 (0.56%) Gradle
11 2 (0.56%) JUnit
11 2 (0.56%) Subversion
12 1 (0.28%) Dreamweaver
12 1 (0.28%) LoadRunner
General
1 83 (23.06%) Finance
2 15 (4.17%) Publishing
3 13 (3.61%) Marketing
4 11 (3.06%) Retail
5 8 (2.22%) Banking
5 8 (2.22%) Telecoms
6 6 (1.67%) Advertising
7 5 (1.39%) Billing
7 5 (1.39%) General Ledger
7 5 (1.39%) Manufacturing
8 4 (1.11%) Legal
8 4 (1.11%) Pharmaceutical
9 2 (0.56%) Front Office
Job Titles
1 164 (45.56%) Developer
2 68 (18.89%) ETL Developer
3 54 (15.00%) SQL Developer
4 53 (14.72%) Architect
5 44 (12.22%) Consultant
6 41 (11.39%) Analyst
7 32 (8.89%) Data Architect
8 26 (7.22%) Business Intelligence Developer
9 24 (6.67%) SSIS Developer
10 22 (6.11%) Data Analyst
11 15 (4.17%) Data Consultant
12 14 (3.89%) Business Intelligence Analyst
12 14 (3.89%) DBA
12 14 (3.89%) SSRS Developer
13 13 (3.61%) Data Warehouse Developer
13 13 (3.61%) SAP Consultant
14 12 (3.33%) Business Developer
14 12 (3.33%) Oracle Developer
14 12 (3.33%) Solutions Architect
14 12 (3.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 25 (6.94%) XML
2 23 (6.39%) SOAP
3 20 (5.56%) HTML
4 14 (3.89%) Web Services
5 13 (3.61%) CSS
6 12 (3.33%) .NET
6 12 (3.33%) JSON
6 12 (3.33%) REST
7 10 (2.78%) RESTful
8 9 (2.50%) HTML5
8 9 (2.50%) Java EE
8 9 (2.50%) MDX
9 8 (2.22%) AngularJS
10 7 (1.94%) BAPI
10 7 (1.94%) Spark Streaming
10 7 (1.94%) XML Schema
11 6 (1.67%) J2EE
11 6 (1.67%) Middleware
12 5 (1.39%) EJB
13 4 (1.11%) XHTML
Miscellaneous
1 49 (13.61%) Analytical Skills
2 34 (9.44%) Data Integration
3 23 (6.39%) Data Extraction
4 18 (5.00%) Management Information System
5 14 (3.89%) Visualisation
6 12 (3.33%) Data Conversion
7 11 (3.06%) Data Structures
8 9 (2.50%) Informatics
9 6 (1.67%) Computer Science
10 5 (1.39%) Enterprise Software
10 5 (1.39%) Mathematics
11 4 (1.11%) Data Centre
12 3 (0.83%) AS400
12 3 (0.83%) Economics
12 3 (0.83%) NHS
12 3 (0.83%) PMI
12 3 (0.83%) Replication
12 3 (0.83%) User Experience
13 2 (0.56%) Clustering
13 2 (0.56%) Statistics
Operating Systems
1 36 (10.00%) Unix
2 32 (8.89%) Linux
3 6 (1.67%) Windows
4 3 (0.83%) Red Hat Enterprise Linux
5 2 (0.56%) Solaris
5 2 (0.56%) Windows Server
6 1 (0.28%) Windows 7
6 1 (0.28%) Windows Server 2003
6 1 (0.28%) Windows Server 2008
Processes & Methodologies
1 138 (38.33%) Business Intelligence
2 97 (26.94%) Migration
3 90 (25.00%) Data Modelling
4 65 (18.06%) Agile Software Development
5 52 (14.44%) Data Analysis
6 51 (14.17%) Data Migration
7 42 (11.67%) Analytics
7 42 (11.67%) Data Management
8 36 (10.00%) Kimball Methodology
9 32 (8.89%) Performance Tuning
10 28 (7.78%) ETL Development
11 24 (6.67%) Validation
12 22 (6.11%) Stakeholder Management
12 22 (6.11%) User Acceptance Testing
13 21 (5.83%) Scrum
14 20 (5.56%) Data Architecture
15 19 (5.28%) ITIL
16 18 (5.00%) Data Cleansing
16 18 (5.00%) ERP
16 18 (5.00%) MapReduce
Programming Languages
1 227 (63.06%) SQL
2 59 (16.39%) Java
3 55 (15.28%) T-SQL
4 30 (8.33%) PL/SQL
5 23 (6.39%) Shell Script
6 22 (6.11%) JavaScript
7 17 (4.72%) C#
8 15 (4.17%) Perl
9 11 (3.06%) Python
10 10 (2.78%) Scala
11 9 (2.50%) C++
12 8 (2.22%) C
13 6 (1.67%) PowerShell
14 5 (1.39%) COBOL
15 4 (1.11%) VBScript
16 3 (0.83%) ABAP
16 3 (0.83%) PHP
16 3 (0.83%) VBA
17 2 (0.56%) Korn
17 2 (0.56%) XPath
Qualifications
1 31 (8.61%) Security Cleared
2 30 (8.33%) SC Cleared
3 15 (4.17%) Degree
4 9 (2.50%) DV Cleared
5 7 (1.94%) BPSS Clearance
6 6 (1.67%) BC Cleared
7 4 (1.11%) CIMA
7 4 (1.11%) Microsoft Certification
8 3 (0.83%) PMI Certification
9 2 (0.56%) ISTQB
9 2 (0.56%) ISTQB Advanced Certification
10 1 (0.28%) ISEB
10 1 (0.28%) ITIL Certification
10 1 (0.28%) MCSE
10 1 (0.28%) PRINCE2 Certification
Quality Assurance & Compliance
1 41 (11.39%) Data Quality
2 18 (5.00%) QA
3 9 (2.50%) SLA
4 5 (1.39%) GxP
5 4 (1.11%) Sarbanes-Oxley
6 3 (0.83%) Disclosure Scotland
7 1 (0.28%) COBIT
7 1 (0.28%) ISO 9001
System Software
1 10 (2.78%) Apache Flume
2 9 (2.50%) HDFS
3 2 (0.56%) Apache ZooKeeper
4 1 (0.28%) Active Directory
4 1 (0.28%) Oracle RAC
Systems Management
1 14 (3.89%) Oracle Enterprise Manager
2 5 (1.39%) Hadoop YARN
3 4 (1.11%) Control-M
3 4 (1.11%) Oozie
4 1 (0.28%) Kibana
4 1 (0.28%) logstash
4 1 (0.28%) Microsoft Clustering
Vendors
1 113 (31.39%) Oracle
2 55 (15.28%) Informatica
3 52 (14.44%) Microsoft
4 45 (12.50%) SAP
5 42 (11.67%) Talend
6 22 (6.11%) Cognos
7 19 (5.28%) IBM
8 18 (5.00%) Ab Initio
9 17 (4.72%) Tableau
10 14 (3.89%) Cloudera
11 13 (3.61%) Hyperion
12 7 (1.94%) Salesforce.com
13 6 (1.67%) TIBCO
14 5 (1.39%) Dell
15 4 (1.11%) Netezza
16 3 (0.83%) CA Agile Central
16 3 (0.83%) Red Hat
16 3 (0.83%) Teradata
17 2 (0.56%) MapR
17 2 (0.56%) ServiceNow
Buckinghamshire
Nigel Frank International
Rate: £425 per day
Posted: 4 days ago
Oxford, Oxfordshire
Red10
Rate: £450 - £500 per day
Posted: 4 days ago
Maidenhead, Berkshire
Vadis People
Rate: £400 - £450 per annum
Posted: 2 days ago
Andover, Hampshire
Experis Ltd
Rate: £400 - £480 per day
Posted: 4 days ago
Hampshire
Networkers
Rate: £600 - £700 per annum
Posted: 4 days ago
Oxfordshire
Square One Resources
Posted: 5 days ago
Maidenhead, Berkshire
Vadis People
Rate: £400 - £450 per day
Posted: 5 days ago