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 19 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
19 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / South East
Rank 81 128 111
Rank change year-on-year
+47 -17
Contract jobs citing ETL 173 133 164
As % of all contract IT jobs located in the South East 2.38% 1.59% 1.77%
As % of the Processes & Methodologies category 2.96% 1.99% 2.27%
Number of daily rates quoted 124 84 100
Median daily rate £475 £403 £389
Median daily rate % change year-on-year
+18.01% +3.53%
90% offered a daily rate of more than £368 £263 £275
10% offered a daily rate of more than £558 £531 £500
UK excluding London median daily rate £411 £388 £389
% change year-on-year
+6.12% -0.32%
Number of hourly rates quoted 1 0 0
Median hourly rate £23.19 - -
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 South East region.

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
5837 6679 7215
As % of all contract IT jobs located in the South East 80.39% 79.98% 77.98%
Number of daily rates quoted 3431 4005 3985
Median daily rate £425 £400 £390
Median daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £290 £275 £263
10% offered a daily rate of more than £563 £550 £525
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 203 287 244
Median hourly rate £37.50 £43.00 £25.00
Median hourly rate % change year-on-year
-12.79% +72.00%
90% offered a hourly rate of more than £12.00 £12.50 £11.50
10% offered a hourly rate of more than £52.50 £60.85 £47.50
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 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 19 January 2017.

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 19 January 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
Oxfordshire +31 51 £486 +15.08% 9
Berkshire +22 50 £456 +4.28% 9
Surrey +15 16 £406 -21.68% 8
Buckinghamshire -3 16 £450 +5.88% 3
Hampshire +12 15 £475 +35.71% 8
West Sussex +8 11 £450 +24.13% 1
Kent -5 9 £394 +57.50% 2
East Sussex +6 2 £525 +44.82%
Middlesex 0 2 £500 +22.32%
ETL
England

ETL
Top 30 Related IT Skills in the South East

For the 6 months to 19 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 South East region with a requirement for ETL.

1 197 (58.46%) SQL
2 134 (39.76%) SQL Server
3 122 (36.20%) Data Warehouse
4 117 (34.72%) Business Intelligence
5 99 (29.38%) SQL Server Integration Services
6 95 (28.19%) Oracle
7 91 (27.00%) Data Modelling
8 83 (24.63%) Migration
9 76 (22.55%) Finance
9 76 (22.55%) Agile Software Development
10 62 (18.40%) T-SQL
11 60 (17.80%) Microsoft
12 56 (16.62%) Java
13 50 (14.84%) Data Migration
14 49 (14.54%) Data Analysis
15 45 (13.35%) Talend Open Studio
15 45 (13.35%) Talend
16 44 (13.06%) Analytics
17 42 (12.46%) Big Data
17 42 (12.46%) Data Management
18 41 (12.17%) SQL Server Reporting Services
19 40 (11.87%) Analytical Skills
20 39 (11.57%) SQL Server 2012
20 39 (11.57%) Data Quality
21 37 (10.98%) Hadoop
22 35 (10.39%) XML
22 35 (10.39%) JIRA
22 35 (10.39%) Performance Tuning
22 35 (10.39%) SQL Server 2014
23 33 (9.79%) SAP

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 22 (6.53%) Apache Spark
2 16 (4.75%) SharePoint
3 10 (2.97%) SAS
4 9 (2.67%) Confluence
5 7 (2.08%) JBoss
6 5 (1.48%) Apache
6 5 (1.48%) Apache Pig
7 4 (1.19%) IIS
8 2 (0.59%) Cloud Foundry
8 2 (0.59%) Elasticsearch
8 2 (0.59%) GemFire
8 2 (0.59%) Oracle SOA Suite
8 2 (0.59%) SharePoint 2010
8 2 (0.59%) Tomcat
9 1 (0.30%) BizTalk Server
9 1 (0.30%) FileNet
9 1 (0.30%) Oracle Coherence
9 1 (0.30%) WebSphere
Applications
1 28 (8.31%) MS Excel
2 3 (0.89%) MS PowerPoint
2 3 (0.89%) SPSS
3 2 (0.59%) Spreadsheet
4 1 (0.30%) MS Office
4 1 (0.30%) MS Visio
Business Applications
1 16 (4.75%) Dynamics CRM
2 9 (2.67%) Hyperion Planning
3 7 (2.08%) HFM
3 7 (2.08%) Oracle Applications
4 6 (1.78%) Dynamics NAV
5 5 (1.48%) Cognos Business Intelligence
6 4 (1.19%) Oracle ERP
6 4 (1.19%) SAP FI
7 3 (0.89%) Oracle EBS R12
7 3 (0.89%) Salesforce.com CRM
8 2 (0.59%) Oracle EBS
8 2 (0.59%) SessionCam
9 1 (0.30%) Eloqua
9 1 (0.30%) Oracle Assets
9 1 (0.30%) Oracle Cash Management
9 1 (0.30%) Oracle Payables
9 1 (0.30%) Oracle Receivables
9 1 (0.30%) Sage X3
9 1 (0.30%) SAP APO
9 1 (0.30%) SAP PP
Cloud Services
1 18 (5.34%) PaaS
2 16 (4.75%) IaaS
2 16 (4.75%) Microsoft Azure
3 12 (3.56%) Amazon AWS
4 8 (2.37%) Boomi
5 5 (1.48%) Amazon EMR
6 4 (1.19%) GitHub
7 2 (0.59%) Google Analytics
7 2 (0.59%) Google Tag Manager
7 2 (0.59%) Office 365
8 1 (0.30%) Amazon S3
8 1 (0.30%) AWS Lambda
8 1 (0.30%) CallidusCloud
8 1 (0.30%) Force.com
Communications & Networking
1 11 (3.26%) Intranet
2 7 (2.08%) FTP
3 1 (0.30%) 2G
3 1 (0.30%) 3G
3 1 (0.30%) DHCP
3 1 (0.30%) DNS
3 1 (0.30%) LDAP
3 1 (0.30%) LTE
3 1 (0.30%) Radio Access Network
3 1 (0.30%) SNMP
3 1 (0.30%) Telnet
Database & Business Intelligence
1 134 (39.76%) SQL Server
2 122 (36.20%) Data Warehouse
3 99 (29.38%) SQL Server Integration Services
4 42 (12.46%) Big Data
5 41 (12.17%) SQL Server Reporting Services
6 39 (11.57%) SQL Server 2012
7 37 (10.98%) Hadoop
8 35 (10.39%) SQL Server 2014
9 30 (8.90%) Relational Database
9 30 (8.90%) SQL Server 2008
10 29 (8.61%) SQL Server Analysis Services
11 26 (7.72%) Oracle Database
12 25 (7.42%) Power BI
13 24 (7.12%) Apache Hive
14 21 (6.23%) OLAP
15 20 (5.93%) SAP Data Services
16 19 (5.64%) HBase
17 16 (4.75%) Impala
17 16 (4.75%) SQL Server 2005
18 15 (4.45%) Snowflake Schema
Development Applications
1 45 (13.35%) Talend Open Studio
2 35 (10.39%) JIRA
3 25 (7.42%) Git (software)
4 12 (3.56%) Jenkins
5 8 (2.37%) Liquibase
5 8 (2.37%) LSMW
5 8 (2.37%) Team Foundation Server
6 7 (2.08%) ERwin
6 7 (2.08%) Sonatype Nexus
7 5 (1.48%) Toad
8 4 (1.19%) Oracle Forms
9 3 (0.89%) Rational DOORS
9 3 (0.89%) Visual Studio
10 2 (0.59%) Eclipse
10 2 (0.59%) Gradle
10 2 (0.59%) JUnit
10 2 (0.59%) LoadRunner
11 1 (0.30%) JMeter
11 1 (0.30%) Selenium
11 1 (0.30%) SoapUI
General
1 76 (22.55%) Finance
2 18 (5.34%) Publishing
3 14 (4.15%) Marketing
4 8 (2.37%) Retail
5 6 (1.78%) Advertising
5 6 (1.78%) Banking
6 5 (1.48%) Telecoms
7 4 (1.19%) Billing
7 4 (1.19%) Legal
7 4 (1.19%) Pharmaceutical
8 3 (0.89%) Front Office
9 2 (0.59%) General Ledger
10 1 (0.30%) Financial Institution
Job Titles
1 167 (49.55%) Developer
2 71 (21.07%) ETL Developer
3 57 (16.91%) Architect
4 50 (14.84%) SQL Developer
5 37 (10.98%) Consultant
6 35 (10.39%) Data Architect
7 34 (10.09%) Analyst
8 26 (7.72%) Business Intelligence Developer
9 22 (6.53%) Data Analyst
10 21 (6.23%) SSIS Developer
11 16 (4.75%) Business Developer
12 15 (4.45%) Data Consultant
13 13 (3.86%) Business Intelligence Architect
13 13 (3.86%) Database Developer
13 13 (3.86%) ETL Analyst
13 13 (3.86%) Java Developer
13 13 (3.86%) SSRS Developer
14 12 (3.56%) DBA
14 12 (3.56%) Solutions Architect
15 11 (3.26%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 35 (10.39%) XML
2 27 (8.01%) SOAP
3 20 (5.93%) RESTful
4 19 (5.64%) Web Services
5 16 (4.75%) .NET
6 15 (4.45%) HTML
7 14 (4.15%) XML Schema
8 12 (3.56%) JSON
8 12 (3.56%) REST
9 11 (3.26%) CSS
10 9 (2.67%) Spring
11 8 (2.37%) Apache Camel
11 8 (2.37%) Apache CXF
12 7 (2.08%) Hibernate
12 7 (2.08%) Java EE
12 7 (2.08%) JPA
13 6 (1.78%) J2EE
13 6 (1.78%) Middleware
13 6 (1.78%) XSD
14 5 (1.48%) ASP.NET
Miscellaneous
1 40 (11.87%) Analytical Skills
2 33 (9.79%) Data Integration
3 18 (5.34%) Data Extraction
4 16 (4.75%) Visualisation
5 14 (4.15%) Management Information System
6 11 (3.26%) Informatics
7 9 (2.67%) Data Conversion
8 6 (1.78%) Data Structures
8 6 (1.78%) Economics
9 5 (1.48%) Reference Data
10 4 (1.19%) Data Centre
10 4 (1.19%) PMI
11 3 (0.89%) Algorithms
11 3 (0.89%) Computer Science
11 3 (0.89%) Enterprise Software
11 3 (0.89%) Mathematics
11 3 (0.89%) NHS
11 3 (0.89%) Replication
11 3 (0.89%) User Experience
12 2 (0.59%) Statistics
Operating Systems
1 15 (4.45%) Unix
2 11 (3.26%) Linux
3 5 (1.48%) Windows
4 3 (0.89%) Windows Server
5 2 (0.59%) Red Hat Enterprise Linux
5 2 (0.59%) Solaris
Processes & Methodologies
1 117 (34.72%) Business Intelligence
2 91 (27.00%) Data Modelling
3 83 (24.63%) Migration
4 76 (22.55%) Agile Software Development
5 50 (14.84%) Data Migration
6 49 (14.54%) Data Analysis
7 44 (13.06%) Analytics
8 42 (12.46%) Data Management
9 35 (10.39%) Performance Tuning
10 31 (9.20%) CRM
11 28 (8.31%) Kimball Methodology
12 26 (7.72%) Continuous Integration
12 26 (7.72%) ERP
13 24 (7.12%) Scrum
14 23 (6.82%) TDD
15 21 (6.23%) Master Data Management
16 20 (5.93%) ETL Development
17 18 (5.34%) Customer Insight
17 18 (5.34%) Logical Data Model
17 18 (5.34%) Validation
Programming Languages
1 197 (58.46%) SQL
2 62 (18.40%) T-SQL
3 56 (16.62%) Java
4 25 (7.42%) PL/SQL
5 16 (4.75%) JavaScript
6 13 (3.86%) C#
7 12 (3.56%) Scala
8 11 (3.26%) Perl
9 9 (2.67%) C++
10 8 (2.37%) C
11 5 (1.48%) COBOL
11 5 (1.48%) Python
12 4 (1.19%) ABAP
12 4 (1.19%) Shell Script
12 4 (1.19%) VBA
13 3 (0.89%) PowerShell
13 3 (0.89%) VBScript
14 2 (0.59%) Korn
14 2 (0.59%) VB.NET
14 2 (0.59%) XPath
Qualifications
1 15 (4.45%) Security Cleared
2 14 (4.15%) Degree
2 14 (4.15%) SC Cleared
3 5 (1.48%) Microsoft Certification
4 4 (1.19%) PMI Certification
5 3 (0.89%) DV Cleared
6 1 (0.30%) BPSS Clearance
6 1 (0.30%) CIMA
6 1 (0.30%) ISTQB
6 1 (0.30%) ISTQB Advanced Certification
6 1 (0.30%) ITIL Certification
6 1 (0.30%) MCSE
Quality Assurance & Compliance
1 39 (11.57%) Data Quality
2 19 (5.64%) QA
3 9 (2.67%) SLA
4 2 (0.59%) Disclosure Scotland
4 2 (0.59%) GxP
4 2 (0.59%) Sarbanes-Oxley
5 1 (0.30%) ISO 9001
System Software
1 14 (4.15%) HDFS
2 3 (0.89%) Apache Flume
3 2 (0.59%) Apache ZooKeeper
4 1 (0.30%) Active Directory
Systems Management
1 8 (2.37%) Oozie
2 1 (0.30%) Control-M
2 1 (0.30%) Hadoop YARN
2 1 (0.30%) Kibana
2 1 (0.30%) logstash
Vendors
1 95 (28.19%) Oracle
2 60 (17.80%) Microsoft
3 45 (13.35%) Talend
4 33 (9.79%) SAP
5 31 (9.20%) Informatica
6 23 (6.82%) Tableau
7 18 (5.34%) Cognos
8 17 (5.04%) Ab Initio
9 15 (4.45%) IBM
10 12 (3.56%) Hyperion
10 12 (3.56%) Salesforce.com
11 11 (3.26%) Cloudera
12 9 (2.67%) MicroStrategy
13 8 (2.37%) Dell
14 7 (2.08%) Teradata
15 4 (1.19%) Hortonworks
15 4 (1.19%) TIBCO
16 3 (0.89%) CA Agile Central
16 3 (0.89%) MapR
16 3 (0.89%) Netezza
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