The table below looks at the statistics for ETL skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 27 July 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
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 86 71 79
Rank change year-on-year
-15 +8
Contract jobs citing ETL 1273 1462 1148
As % of all contract IT jobs located in England 2.55% 2.83% 2.36%
As % of the Processes & Methodologies category 3.07% 3.54% 2.99%
Number of daily rates quoted 839 999 704
Median daily rate £425 £425 £425
90% offered a daily rate of more than £325 £300 £288
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 6 11 5
Median hourly rate £20.50 £25.00 £55.00
Median hourly rate % change year-on-year
-18.00% -54.54%
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%
ETL
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41433 41340 38406
As % of all contract IT jobs located in England 83.05% 79.98% 78.92%
Number of daily rates quoted 27617 27390 24287
Median daily rate £448 £420 £403
Median daily rate % change year-on-year
+6.54% +4.34%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 956 1081 1104
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £13.00 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.19 £45.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

ETL
Jobs Demand Trend in England

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

ETL Jobs Demand Trend in England

ETL
Daily Rate Trend in England

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

ETL Daily Rate Trend in England

ETL
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the England region over the 3 months to 27 July 2016.

ETL Daily Rate Histogram in England

ETL
Hourly Rate Trend in England

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

ETL Hourly Rate Trend in England

ETL
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL across the England region over the 3 months to 27 July 2016.

ETL Hourly Rate Histogram in England

ETL
Contract Job Locations in 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 England region over the 3 months to 27 July 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
London -23 570 £450 - 105
South East -6 212 £400 -5.88% 28
North West -3 132 £411 +2.81% 45
West Midlands -1 99 £411 +4.38% 17
Yorkshire -13 90 £390 +4.00% 22
East of England +17 67 £431 +23.21% 11
East Midlands -10 37 £410 +9.33% 5
South West -49 34 £350 -1.40% 17
North East -48 23 £400 -5.88% 1
Midlands -7 1 £550 +42.85%
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 27 July 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 England region with a requirement for ETL.

1 1419 (58.66%) SQL
2 995 (41.13%) Data Warehouse
3 905 (37.41%) Business Intelligence
4 873 (36.09%) SQL Server
5 719 (29.72%) Oracle
6 672 (27.78%) SQL Server Integration Services
7 624 (25.80%) Finance
8 555 (22.94%) Data Modelling
9 540 (22.32%) Agile Software Development
10 487 (20.13%) Migration
11 448 (18.52%) Microsoft
12 445 (18.40%) SQL Server Reporting Services
13 405 (16.74%) T-SQL
14 392 (16.21%) Java
15 361 (14.92%) SQL Server Analysis Services
16 332 (13.72%) Data Migration
17 292 (12.07%) Informatica
18 277 (11.45%) Analytics
19 258 (10.67%) Big Data
20 256 (10.58%) PL/SQL
21 234 (9.67%) Data Quality
22 211 (8.72%) SAP
23 206 (8.52%) Oracle Database
23 206 (8.52%) Relational Database
24 200 (8.27%) SQL Server 2012
25 199 (8.23%) Kimball Methodology
26 195 (8.06%) Data Analysis
27 192 (7.94%) Data Integration
28 191 (7.90%) Data Management
29 190 (7.85%) ETL Development

ETL
Top Related IT Skills in 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
1 108 (4.46%) SAS
2 83 (3.43%) SharePoint
3 81 (3.35%) Apache Spark
4 42 (1.74%) Apache Pig
5 39 (1.61%) WebLogic
6 34 (1.41%) Elasticsearch
7 32 (1.32%) Apache
8 31 (1.28%) Oracle Service Bus
9 27 (1.12%) WebSphere
10 19 (0.79%) Confluence
11 17 (0.70%) JBoss
11 17 (0.70%) Oracle SOA Suite
12 16 (0.66%) Oracle Workflow
13 15 (0.62%) CMS
14 14 (0.58%) Tomcat
15 13 (0.54%) Apache Solr
16 10 (0.41%) BizTalk Server
16 10 (0.41%) IIS
17 9 (0.37%) Jetty
18 6 (0.25%) PowerExchange
Applications
1 170 (7.03%) MS Excel
2 45 (1.86%) MS Office
3 32 (1.32%) MS PowerPoint
4 18 (0.74%) MS Visio
5 16 (0.66%) MS Project
6 15 (0.62%) SPSS
7 8 (0.33%) Spreadsheet
Business Applications
1 45 (1.86%) Oracle EBS
2 34 (1.41%) Oracle EBS R12
3 32 (1.32%) Dynamics CRM
4 16 (0.66%) Cognos Business Intelligence
5 14 (0.58%) SAP IS-U
6 13 (0.54%) SAP Oil and Gas
7 10 (0.41%) Oracle Applications
7 10 (0.41%) SAP ERP
7 10 (0.41%) SAP MDM
8 9 (0.37%) Dynamics AX
9 7 (0.29%) HFM
9 7 (0.29%) Oracle Payables
9 7 (0.29%) Salesforce.com CRM
10 6 (0.25%) Oracle Financials
10 6 (0.25%) Remedy ITSM
10 6 (0.25%) SAP FI
10 6 (0.25%) SAP SD
11 5 (0.21%) Maximo
11 5 (0.21%) SAP APO
11 5 (0.21%) SAP hybris
Cloud Services
1 93 (3.84%) Amazon AWS
2 44 (1.82%) Microsoft Azure
3 21 (0.87%) Boomi
4 17 (0.70%) Force.com
4 17 (0.70%) SaaS
5 15 (0.62%) GitHub
6 13 (0.54%) Amazon S3
7 11 (0.45%) Amazon Kinesis
7 11 (0.45%) AWS Elastic Beanstalk
7 11 (0.45%) Heroku
8 7 (0.29%) AWS Lambda
8 7 (0.29%) Google Analytics
8 7 (0.29%) Google Cloud Platform
8 7 (0.29%) Veeva
9 6 (0.25%) Amazon EMR
10 5 (0.21%) Amazon CloudWatch
10 5 (0.21%) Google Apps
10 5 (0.21%) SuccessFactors
11 4 (0.17%) IaaS
11 4 (0.17%) PaaS
Communications & Networking
1 17 (0.70%) Network Security
2 16 (0.66%) FTP
3 15 (0.62%) Internet
4 9 (0.37%) HTTP
5 5 (0.21%) LAN
6 4 (0.17%) LDAP
6 4 (0.17%) SAN
6 4 (0.17%) SSL
6 4 (0.17%) TCP/IP
6 4 (0.17%) WAN
7 3 (0.12%) Intranet
7 3 (0.12%) NAS
7 3 (0.12%) SNMP
8 2 (0.083%) ATM
8 2 (0.083%) CTI
8 2 (0.083%) Firewall
8 2 (0.083%) PuTTY
8 2 (0.083%) Skype
8 2 (0.083%) VPN
9 1 (0.041%) Wireless
Database & Business Intelligence
1 995 (41.13%) Data Warehouse
2 873 (36.09%) SQL Server
3 672 (27.78%) SQL Server Integration Services
4 445 (18.40%) SQL Server Reporting Services
5 361 (14.92%) SQL Server Analysis Services
6 258 (10.67%) Big Data
7 206 (8.52%) Oracle Database
7 206 (8.52%) Relational Database
8 200 (8.27%) SQL Server 2012
9 179 (7.40%) Hadoop
10 174 (7.19%) BusinessObjects
11 162 (6.70%) SQL Server 2008
12 144 (5.95%) SQL Server 2014
13 121 (5.00%) OLAP
14 113 (4.67%) QlikView
15 108 (4.46%) DataStage
16 94 (3.89%) SAP Data Services
17 89 (3.68%) NoSQL
18 86 (3.56%) MongoDB
19 84 (3.47%) MySQL
Development Applications
1 182 (7.52%) Talend Open Studio
2 76 (3.14%) Team Foundation Server
3 74 (3.06%) ERwin
4 69 (2.85%) JIRA
5 67 (2.77%) Jenkins
6 63 (2.60%) Visual Studio
7 46 (1.90%) Git (software)
8 36 (1.49%) Subversion
9 31 (1.28%) JUnit
9 31 (1.28%) SQL Server Management Studio (SSMS)
10 30 (1.24%) Oracle APEX
11 28 (1.16%) LSMW
12 23 (0.95%) Toad
13 21 (0.87%) Oracle Forms
14 18 (0.74%) Cucumber
15 16 (0.66%) IntelliJ
15 16 (0.66%) Maven
16 13 (0.54%) Atlassian Bamboo
16 13 (0.54%) ClearQuest
17 11 (0.45%) PVCS
General
1 624 (25.80%) Finance
2 185 (7.65%) Banking
3 114 (4.71%) Retail
4 66 (2.73%) Marketing
5 50 (2.07%) Advertising
6 45 (1.86%) Telecoms
7 41 (1.69%) Legal
8 40 (1.65%) Investment Banking
9 36 (1.49%) Manufacturing
10 26 (1.07%) Pharmaceutical
11 25 (1.03%) Back Office
12 21 (0.87%) Front Office
13 17 (0.70%) Financial Institution
13 17 (0.70%) Law
14 14 (0.58%) Electronics
14 14 (0.58%) Publishing
15 12 (0.50%) Billing
16 10 (0.41%) General Ledger
17 9 (0.37%) Games
18 7 (0.29%) Retail Banking
Job Titles
1 1194 (49.36%) Developer
2 394 (16.29%) ETL Developer
3 389 (16.08%) SQL Developer
4 371 (15.34%) Analyst
5 278 (11.49%) Architect
6 263 (10.87%) Business Intelligence Developer
7 194 (8.02%) SSIS Developer
8 184 (7.61%) Consultant
9 142 (5.87%) Data Analyst
10 140 (5.79%) Data Architect
11 125 (5.17%) Oracle Developer
12 107 (4.42%) Data Warehouse Developer
13 98 (4.05%) SQL Server Developer
14 97 (4.01%) SSRS Developer
15 94 (3.89%) ETL Analyst
15 94 (3.89%) SQL BI Developer
16 93 (3.84%) Senior Developer
17 85 (3.51%) Test Analyst
18 82 (3.39%) Informatica Developer
19 78 (3.22%) Tester
Libraries, Frameworks & Software Standards
1 176 (7.28%) XML
2 145 (5.99%) .NET
3 142 (5.87%) Web Services
4 82 (3.39%) MDX
5 67 (2.77%) SOAP
6 43 (1.78%) RESTful
7 38 (1.57%) HTML
7 38 (1.57%) Middleware
8 37 (1.53%) .NET Framework
8 37 (1.53%) ASP.NET
8 37 (1.53%) REST
9 28 (1.16%) JSON
10 26 (1.07%) Spring
11 25 (1.03%) Kafka
12 22 (0.91%) CSS
12 22 (0.91%) XSLT
13 21 (0.87%) JMS
13 21 (0.87%) Oracle Fusion
14 20 (0.83%) Apache CXF
15 19 (0.79%) Visualforce
Miscellaneous
1 192 (7.94%) Data Integration
2 189 (7.81%) Analytical Skills
3 100 (4.13%) Visualisation
4 66 (2.73%) Management Information System
5 62 (2.56%) Data Structures
6 52 (2.15%) Data Extraction
7 45 (1.86%) Enterprise Software
8 40 (1.65%) Computer Science
9 37 (1.53%) Replication
10 36 (1.49%) Credit Risk
11 28 (1.16%) NHS
12 27 (1.12%) Data Conversion
13 25 (1.03%) Fixed Income
14 24 (0.99%) Algorithms
15 23 (0.95%) Equities
16 20 (0.83%) Virtual Team
17 18 (0.74%) Reference Data
18 17 (0.70%) Digital Media
18 17 (0.70%) User Experience
19 16 (0.66%) Mathematics
Operating Systems
1 178 (7.36%) Unix
2 175 (7.23%) Linux
3 87 (3.60%) Windows
4 15 (0.62%) Red Hat Enterprise Linux
5 14 (0.58%) Windows Server
6 13 (0.54%) AIX
6 13 (0.54%) Android
7 12 (0.50%) Apple iOS
8 10 (0.41%) Solaris
9 7 (0.29%) Ubuntu
10 6 (0.25%) Mac OS X
11 4 (0.17%) CentOS
11 4 (0.17%) Windows Server 2003
11 4 (0.17%) Windows Server 2008
12 3 (0.12%) Windows 7
12 3 (0.12%) Windows Server 2012
13 1 (0.041%) VMS
13 1 (0.041%) Windows XP
Processes & Methodologies
1 905 (37.41%) Business Intelligence
2 555 (22.94%) Data Modelling
3 540 (22.32%) Agile Software Development
4 487 (20.13%) Migration
5 332 (13.72%) Data Migration
6 277 (11.45%) Analytics
7 199 (8.23%) Kimball Methodology
8 195 (8.06%) Data Analysis
9 191 (7.90%) Data Management
10 190 (7.85%) ETL Development
11 167 (6.90%) Performance Tuning
12 135 (5.58%) Dimensional Modelling
13 129 (5.33%) Scrum
14 118 (4.88%) Stakeholder Management
15 117 (4.84%) Data Architecture
16 110 (4.55%) Continuous Integration
17 107 (4.42%) CRM
17 107 (4.42%) Data Transformation
18 106 (4.38%) Unit Testing
19 96 (3.97%) Validation
Programming Languages
1 1419 (58.66%) SQL
2 405 (16.74%) T-SQL
3 392 (16.21%) Java
4 256 (10.58%) PL/SQL
5 139 (5.75%) C#
6 87 (3.60%) JavaScript
6 87 (3.60%) Python
6 87 (3.60%) Shell Script
7 55 (2.27%) Scala
8 44 (1.82%) C++
9 41 (1.69%) Perl
10 40 (1.65%) VBA
11 37 (1.53%) C
12 35 (1.45%) R
13 33 (1.36%) PHP
14 26 (1.07%) Bash Shell
15 21 (0.87%) Apex Code
15 21 (0.87%) PowerShell
15 21 (0.87%) VB
16 15 (0.62%) Ruby
Qualifications
1 143 (5.91%) Security Cleared
2 86 (3.56%) Degree
2 86 (3.56%) SC Cleared
3 35 (1.45%) ISEB
4 27 (1.12%) ISTQB
5 25 (1.03%) DV Cleared
6 20 (0.83%) BPSS Clearance
7 17 (0.70%) Microsoft Certification
8 10 (0.41%) Sun Certification
9 8 (0.33%) CIMA
9 8 (0.33%) ISTQB Foundation Certification
9 8 (0.33%) MCITP
10 7 (0.29%) BC Cleared
11 6 (0.25%) MCSE
12 5 (0.21%) CTC Cleared
12 5 (0.21%) ITIL Certification
12 5 (0.21%) MCSA
12 5 (0.21%) PRINCE2 Certification
13 4 (0.17%) MCTS
14 3 (0.12%) SAS Certification
Quality Assurance & Compliance
1 234 (9.67%) Data Quality
2 97 (4.01%) QA
3 30 (1.24%) Solvency II
4 23 (0.95%) Disclosure Scotland
5 8 (0.33%) SLA
6 6 (0.25%) GxP
7 5 (0.21%) Sarbanes-Oxley
8 4 (0.17%) FATCA
8 4 (0.17%) MiFID
8 4 (0.17%) PCI DSS
9 3 (0.12%) COBIT
9 3 (0.12%) GAAP
10 2 (0.083%) Dodd-Frank
10 2 (0.083%) EMIR
10 2 (0.083%) GCP
10 2 (0.083%) ISO/IEC 27001
11 1 (0.041%) CRD IV
11 1 (0.041%) FINREP
11 1 (0.041%) IAS 39
11 1 (0.041%) ISO20022
System Software
1 36 (1.49%) Apache Flume
2 24 (0.99%) Active Directory
2 24 (0.99%) HDFS
3 23 (0.95%) Oracle RAC
4 19 (0.79%) Docker
5 9 (0.37%) Apache ZooKeeper
6 8 (0.33%) VMware Infrastructure
7 2 (0.083%) Tivoli Workload Scheduler
7 2 (0.083%) Virtual Machines
8 1 (0.041%) Ceph
8 1 (0.041%) Hyper-V
8 1 (0.041%) Oracle Clusterware
8 1 (0.041%) Samba
8 1 (0.041%) vCloud
8 1 (0.041%) VMware Workstation
Systems Management
1 53 (2.19%) Control-M
2 24 (0.99%) HP Quality Center
3 19 (0.79%) Oracle Enterprise Manager
4 16 (0.66%) Opscode Chef
4 16 (0.66%) Puppet
5 14 (0.58%) Ansible
6 13 (0.54%) Hadoop YARN
6 13 (0.54%) Oracle RMAN
7 11 (0.45%) Oozie
8 9 (0.37%) Kibana
8 9 (0.37%) logstash
9 6 (0.25%) Ambari
9 6 (0.25%) Data Guard
9 6 (0.25%) Nagios
10 3 (0.12%) Mesos
10 3 (0.12%) SCOM
10 3 (0.12%) Systems Management Server (SMS)
10 3 (0.12%) Tivoli
11 2 (0.083%) Grafana
11 2 (0.083%) Graphite
Vendors
1 719 (29.72%) Oracle
2 448 (18.52%) Microsoft
3 292 (12.07%) Informatica
4 211 (8.72%) SAP
5 182 (7.52%) Talend
6 121 (5.00%) Tableau
7 112 (4.63%) IBM
8 108 (4.46%) Cognos
9 85 (3.51%) Ab Initio
10 68 (2.81%) Salesforce.com
11 52 (2.15%) Vertica
12 51 (2.11%) Teradata
13 48 (1.98%) Netezza
14 35 (1.45%) Cloudera
14 35 (1.45%) Sybase
15 25 (1.03%) HP
15 25 (1.03%) Hyperion
16 23 (0.95%) Siebel
17 21 (0.87%) Dell
18 17 (0.70%) MicroStrategy
Slough, Berkshire
Opus Recruitment Solutions Ltd
Rate: £350 - £400 per day
Posted: 4 hours ago
London
Marcus Donald People
Rate: £450 - £550 per day
Posted: 1 hour ago
Greater Manchester
Adria Solutions Ltd
Rate: £350 - £400 per day
Posted: 22 hours ago
City, London
Venturi
Rate: £350 - £425 per day
Posted: 17 hours ago
London
Careerwise UK Limited
Rate: £400 - £450 per day
Posted: 21 hours ago
London
McGregor Boyall
Rate: £450 per day
Posted: 19 hours ago
City, London
Lawrence Harvey Enterprise
Posted: Yesterday
City, London
Experis Ltd
Rate: £400.00 - £440.00 per day
Posted: 16 hours ago
London
Careerwise UK Limited
Rate: £450 - £550 per day
Posted: 21 hours ago
South West London
Careerwise UK Limited
Rate: £400 - £500 per day + negotiable
Posted: 17 hours ago
Chester, Cheshire
TEKsystems
Rate: £400 - £450 per day
Posted: 18 hours ago
Leeds, West Yorkshire
Rullion IT Plus
Rate: £350 - £400 per day
Posted: 5 days ago
Bedfordshire
Adalta Recruitment Solutions
Rate: £350 - £450 per day
Posted: Yesterday
City, London
Salt
Rate: £385 - £425 per day
Posted: 2 days ago
West Midlands
Nigel Frank International Ltd
Rate: £450 - £600 per day
Posted: Yesterday
Warwick, Warwickshire
Harvey Nash plc
Rate: £300 - £400 per annum
Posted: Yesterday
West Midlands
ReThink Recruitment
Posted: 2 days ago
Cheshire
Lawrence Harvey Enterprise
Posted: 21 hours ago
Surrey
Sanderson
Rate: £375 - £450 per day
Posted: 5 days ago
Bristol, Avon
Hydrogen
Rate: £350 - £400 per day
Posted: 5 days ago
Northampton, Northamptonshire
ReThink Recruitment
Rate: £550 - £650 per day
Posted: 2 days ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 2 days ago
Cobham, Surrey
Fruition IT Resources Limited
Posted: 5 days ago
London
Harris Global
Rate: Up to £450 per day
Posted: 5 days ago
City, London
Salt
Rate: £450 - £550 per day
Posted: 2 days ago
Gloucestershire
TEKsystems
Rate: £349 - £451 per day
Posted: 4 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Rate: £450 per day
Posted: 5 days ago
City, London
Lawrence Harvey Enterprise
Posted: 6 days ago
Cheshire
Oscar
Rate: £300 - £375 per day
Posted: 5 days ago
Chester, Cheshire
TEKsystems
Rate: £300 - £350 per day
Posted: 4 days ago