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 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)
UK / England
Rank 87 84 81
Rank change year-on-year
-3 -3
Contract jobs citing ETL 1074 1160 1131
As % of all contract IT jobs located in England 2.58% 2.53% 2.45%
As % of the Processes & Methodologies category 3.14% 3.09% 3.11%
Number of daily rates quoted 693 819 733
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £325 £310 £313
10% offered a daily rate of more than £588 £550 £575
UK excluding London median daily rate £403 £390 £388
% change year-on-year
+3.20% +0.64%
Number of hourly rates quoted 14 3 8
Median hourly rate £33.91 £56.00 £36.75
Median hourly rate % change year-on-year
-39.45% +52.38%
90% offered a hourly rate of more than £18.72 £42.00 £30.50
10% offered a hourly rate of more than £41.00 £61.60 £41.78
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 England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34247 37536 36338
As % of all contract IT jobs located in England 82.42% 81.99% 78.64%
Number of daily rates quoted 22846 24700 23777
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 844 1095 972
Median hourly rate £34.00 £37.50 £25.00
Median hourly rate % change year-on-year
-9.33% +50.00%
90% offered a hourly rate of more than £13.00 £12.90 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £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 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 23 January 2017.

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 23 January 2017.

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 23 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
London +11 536 £475 +5.55% 117
South East +45 170 £463 +12.12% 40
North West +19 84 £400 +14.28% 31
Yorkshire +15 70 £375 -3.22% 17
West Midlands -34 52 £368 -17.18% 15
South West -39 52 £375 +2.73% 19
East Midlands +3 48 £300 -25.00% 7
East of England -21 39 £433 +8.12% 10
North East -24 12 £400 -24.95%
Midlands +1 5 £450 +38.46%
ETL
UK

ETL
Top 30 Related IT Skills in England

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 England region with a requirement for ETL.

1 1362 (58.88%) SQL
2 982 (42.46%) Data Warehouse
3 877 (37.92%) Business Intelligence
4 815 (35.24%) SQL Server
5 752 (32.51%) SQL Server Integration Services
6 571 (24.69%) Data Modelling
7 566 (24.47%) Agile Software Development
8 535 (23.13%) Finance
9 526 (22.74%) Oracle
10 468 (20.23%) SQL Server Reporting Services
11 451 (19.50%) Microsoft
12 374 (16.17%) Migration
13 369 (15.95%) Big Data
14 365 (15.78%) T-SQL
15 350 (15.13%) SQL Server Analysis Services
16 314 (13.58%) Java
17 285 (12.32%) Hadoop
18 281 (12.15%) Analytics
19 259 (11.20%) Data Migration
20 241 (10.42%) Analytical Skills
21 234 (10.12%) Data Quality
22 212 (9.17%) SQL Server 2012
23 209 (9.04%) Performance Tuning
24 205 (8.86%) Informatica
25 204 (8.82%) SAP
26 202 (8.73%) Data Analysis
27 197 (8.52%) Data Management
28 196 (8.47%) Banking
29 190 (8.21%) Data Integration
30 188 (8.13%) BusinessObjects

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
1 172 (7.44%) Apache Spark
2 85 (3.67%) SAS
3 75 (3.24%) SharePoint
4 56 (2.42%) Apache
5 47 (2.03%) Apache Pig
6 30 (1.30%) Elasticsearch
7 25 (1.08%) Confluence
8 24 (1.04%) JBoss
9 22 (0.95%) Oracle SOA Suite
9 22 (0.95%) WebLogic
10 21 (0.91%) IIS
11 15 (0.65%) Apache Solr
12 12 (0.52%) PowerExchange
13 11 (0.48%) Tomcat
14 9 (0.39%) SharePoint 2010
15 8 (0.35%) Oracle Workflow
16 7 (0.30%) CMS
17 6 (0.26%) BizTalk Server
18 5 (0.22%) MS Exchange
18 5 (0.22%) WebSphere
Applications
1 178 (7.70%) MS Excel
2 36 (1.56%) MS Office
3 32 (1.38%) MS PowerPoint
4 19 (0.82%) SPSS
5 13 (0.56%) MS Visio
6 11 (0.48%) Spreadsheet
7 8 (0.35%) MS Project
8 4 (0.17%) InfoPath
9 2 (0.086%) Photoshop
9 2 (0.086%) Stata
10 1 (0.043%) Mathematica
10 1 (0.043%) Weka
Business Applications
1 29 (1.25%) Dynamics CRM
2 24 (1.04%) Oracle EBS R12
3 23 (0.99%) Dynamics AX
4 22 (0.95%) Oracle EBS
5 16 (0.69%) HFM
5 16 (0.69%) Hyperion Planning
5 16 (0.69%) SAP Oil and Gas
6 13 (0.56%) IBM Operational Decision Manager
7 12 (0.52%) Oracle Applications
8 11 (0.48%) Dynamics NAV
8 11 (0.48%) Oracle ERP
9 10 (0.43%) Oracle Payables
10 9 (0.39%) Cognos TM1
10 9 (0.39%) Oracle Financials
10 9 (0.39%) Oracle Receivables
10 9 (0.39%) SAP FI
11 8 (0.35%) SAP ERP
12 7 (0.30%) Cognos Business Intelligence
13 5 (0.22%) FastStats
14 4 (0.17%) SAP BPC
Cloud Services
1 137 (5.92%) Amazon AWS
2 107 (4.63%) Microsoft Azure
3 46 (1.99%) PaaS
4 41 (1.77%) IaaS
5 23 (0.99%) Amazon EMR
6 22 (0.95%) SaaS
7 20 (0.86%) Amazon S3
7 20 (0.86%) Cloud Computing
8 19 (0.82%) Amazon EC2
9 16 (0.69%) GitHub
10 13 (0.56%) Google Cloud Platform
11 11 (0.48%) AWS Elastic Beanstalk
11 11 (0.48%) Boomi
12 10 (0.43%) Amazon Kinesis
12 10 (0.43%) Route 53
13 7 (0.30%) AWS Lambda
13 7 (0.30%) Google Analytics
13 7 (0.30%) Virtual Private Cloud
14 6 (0.26%) Amazon ELB
15 5 (0.22%) Azure Active Directory
Communications & Networking
1 18 (0.78%) Firewall
2 17 (0.73%) FTP
3 14 (0.61%) Intranet
4 9 (0.39%) HTTP
4 9 (0.39%) Internet
4 9 (0.39%) SAN
4 9 (0.39%) TCP/IP
5 8 (0.35%) LDAP
6 7 (0.30%) Kerberos
7 6 (0.26%) Network Security
8 5 (0.22%) Intrusion Detection
8 5 (0.22%) PuTTY
9 3 (0.13%) 2G
9 3 (0.13%) 3G
9 3 (0.13%) DNS
9 3 (0.13%) LAN
9 3 (0.13%) WAN
9 3 (0.13%) WinSCP
10 2 (0.086%) CTI
10 2 (0.086%) DHCP
Database & Business Intelligence
1 982 (42.46%) Data Warehouse
2 815 (35.24%) SQL Server
3 752 (32.51%) SQL Server Integration Services
4 468 (20.23%) SQL Server Reporting Services
5 369 (15.95%) Big Data
6 350 (15.13%) SQL Server Analysis Services
7 285 (12.32%) Hadoop
8 212 (9.17%) SQL Server 2012
9 188 (8.13%) BusinessObjects
10 173 (7.48%) SQL Server 2014
11 172 (7.44%) Relational Database
12 148 (6.40%) Apache Hive
13 143 (6.18%) Oracle Database
14 121 (5.23%) NoSQL
15 118 (5.10%) OLAP
16 116 (5.02%) SQL Server 2008
17 115 (4.97%) QlikView
18 99 (4.28%) MongoDB
19 96 (4.15%) Power BI
20 87 (3.76%) Oracle ODI
Development Applications
1 186 (8.04%) Talend Open Studio
2 98 (4.24%) JIRA
3 93 (4.02%) Team Foundation Server
4 59 (2.55%) Jenkins
5 55 (2.38%) ERwin
6 51 (2.20%) Git (software)
7 44 (1.90%) Visual Studio
8 27 (1.17%) Maven
9 24 (1.04%) Subversion
10 23 (0.99%) JUnit
11 17 (0.73%) LSMW
12 16 (0.69%) Cucumber
13 15 (0.65%) Mockito
14 13 (0.56%) Selenium
15 10 (0.43%) Oracle Forms
16 9 (0.39%) Atlassian Bamboo
16 9 (0.39%) Sonatype Nexus
16 9 (0.39%) Toad
17 8 (0.35%) Liquibase
17 8 (0.35%) PowerDesigner
General
1 535 (23.13%) Finance
2 196 (8.47%) Banking
3 87 (3.76%) Retail
4 70 (3.03%) Marketing
5 53 (2.29%) Advertising
6 38 (1.64%) Investment Banking
7 36 (1.56%) Telecoms
8 35 (1.51%) Front Office
9 28 (1.21%) Legal
10 25 (1.08%) Pharmaceutical
11 23 (0.99%) Manufacturing
12 21 (0.91%) Publishing
13 18 (0.78%) Billing
14 16 (0.69%) Back Office
15 13 (0.56%) Financial Institution
16 11 (0.48%) General Ledger
17 10 (0.43%) Games
18 9 (0.39%) Electronics
18 9 (0.39%) Law
18 9 (0.39%) Retail Banking
Job Titles
1 1060 (45.83%) Developer
2 329 (14.22%) ETL Developer
3 313 (13.53%) Analyst
4 288 (12.45%) SQL Developer
5 283 (12.24%) Architect
6 244 (10.55%) Business Intelligence Developer
7 176 (7.61%) Data Architect
8 165 (7.13%) Consultant
9 164 (7.09%) SSIS Developer
10 145 (6.27%) Data Analyst
11 133 (5.75%) DBA
12 95 (4.11%) Business Developer
13 92 (3.98%) Data Warehouse Developer
14 81 (3.50%) Oracle Developer
15 75 (3.24%) Senior Developer
15 75 (3.24%) SQL DBA
16 71 (3.07%) Data Engineer
16 71 (3.07%) ETL Analyst
17 68 (2.94%) SSRS Developer
18 63 (2.72%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 164 (7.09%) XML
2 157 (6.79%) Web Services
3 137 (5.92%) .NET
4 91 (3.93%) MDX
5 65 (2.81%) Kafka
6 60 (2.59%) SOAP
7 56 (2.42%) HTML
8 55 (2.38%) RESTful
9 48 (2.08%) JSON
10 45 (1.95%) REST
11 34 (1.47%) CSS
12 31 (1.34%) Spring
13 30 (1.30%) J2EE
14 29 (1.25%) Middleware
15 28 (1.21%) ASP.NET
16 27 (1.17%) XSD
16 27 (1.17%) XSLT
17 25 (1.08%) XML Schema
18 22 (0.95%) .NET Framework
18 22 (0.95%) AngularJS
Miscellaneous
1 241 (10.42%) Analytical Skills
2 190 (8.21%) Data Integration
3 124 (5.36%) Visualisation
4 111 (4.80%) Management Information System
5 71 (3.07%) Data Structures
6 66 (2.85%) Replication
7 64 (2.77%) Data Extraction
8 56 (2.42%) Computer Science
9 45 (1.95%) Reference Data
10 42 (1.82%) Statistics
11 35 (1.51%) Credit Risk
11 35 (1.51%) NHS
12 30 (1.30%) Algorithms
12 30 (1.30%) Data Centre
12 30 (1.30%) Enterprise Software
13 27 (1.17%) Clustering
14 25 (1.08%) Mathematics
15 24 (1.04%) Data Conversion
16 20 (0.86%) Mainframe
17 15 (0.65%) Equities
Operating Systems
1 152 (6.57%) Linux
2 137 (5.92%) Unix
3 87 (3.76%) Windows
4 27 (1.17%) Windows Server
5 17 (0.73%) Red Hat Enterprise Linux
6 9 (0.39%) Solaris
7 7 (0.30%) Windows Server 2008
8 6 (0.26%) CentOS
8 6 (0.26%) Windows Server 2012
9 5 (0.22%) Windows Server 2003
10 3 (0.13%) Ubuntu
10 3 (0.13%) Windows 7
10 3 (0.13%) Windows XP
11 2 (0.086%) AIX
11 2 (0.086%) HPUX
11 2 (0.086%) SUSE
12 1 (0.043%) Android
12 1 (0.043%) Apple iOS
12 1 (0.043%) Debian
Processes & Methodologies
1 877 (37.92%) Business Intelligence
2 571 (24.69%) Data Modelling
3 566 (24.47%) Agile Software Development
4 374 (16.17%) Migration
5 281 (12.15%) Analytics
6 259 (11.20%) Data Migration
7 209 (9.04%) Performance Tuning
8 202 (8.73%) Data Analysis
9 197 (8.52%) Data Management
10 163 (7.05%) Kimball Methodology
11 145 (6.27%) Scrum
12 142 (6.14%) ETL Development
13 123 (5.32%) Continuous Integration
14 113 (4.89%) Data Cleansing
15 106 (4.58%) Dimensional Modelling
16 99 (4.28%) SOA
17 96 (4.15%) ERP
18 95 (4.11%) CRM
18 95 (4.11%) Data Architecture
19 94 (4.06%) Project Management
Programming Languages
1 1362 (58.88%) SQL
2 365 (15.78%) T-SQL
3 314 (13.58%) Java
4 175 (7.57%) PL/SQL
5 174 (7.52%) Python
6 160 (6.92%) C#
7 98 (4.24%) Scala
8 67 (2.90%) R
9 64 (2.77%) JavaScript
10 56 (2.42%) Perl
10 56 (2.42%) PowerShell
11 49 (2.12%) Shell Script
12 41 (1.77%) Bash Shell
13 35 (1.51%) VBA
14 28 (1.21%) C
15 23 (0.99%) VB
16 21 (0.91%) PHP
17 18 (0.78%) C++
18 13 (0.56%) ABAP
18 13 (0.56%) Ruby
Qualifications
1 130 (5.62%) Degree
2 118 (5.10%) Security Cleared
3 81 (3.50%) SC Cleared
4 19 (0.82%) ISTQB
5 17 (0.73%) Microsoft Certification
6 14 (0.61%) ISEB
7 9 (0.39%) BPSS Clearance
8 8 (0.35%) MCSA
8 8 (0.35%) MCSE
9 7 (0.30%) DV Cleared
10 6 (0.26%) PMI Certification
11 4 (0.17%) CHECK Team Member
11 4 (0.17%) CISM
11 4 (0.17%) CREST Certified
11 4 (0.17%) HNC
11 4 (0.17%) HND
11 4 (0.17%) MCITP
12 3 (0.13%) CTC Cleared
12 3 (0.13%) PhD
13 2 (0.086%) MCDBA
Quality Assurance & Compliance
1 234 (10.12%) Data Quality
2 99 (4.28%) QA
3 18 (0.78%) SLA
4 14 (0.61%) Disclosure Scotland
5 7 (0.30%) Sarbanes-Oxley
6 6 (0.26%) ISO20022
6 6 (0.26%) PCI DSS
7 5 (0.22%) Solvency II
8 4 (0.17%) GxP
9 3 (0.13%) GAAP
9 3 (0.13%) MiFID
10 2 (0.086%) Dodd-Frank
10 2 (0.086%) EMIR
10 2 (0.086%) FATCA
11 1 (0.043%) Basel III
11 1 (0.043%) COREP
11 1 (0.043%) FINREP
11 1 (0.043%) HL7
11 1 (0.043%) ISO 9001
11 1 (0.043%) SDET
System Software
1 62 (2.68%) HDFS
2 32 (1.38%) Apache Flume
3 23 (0.99%) Active Directory
4 17 (0.73%) Docker
5 10 (0.43%) Virtual Machines
6 9 (0.39%) KVM
7 7 (0.30%) Oracle RAC
7 7 (0.30%) VMware Infrastructure
8 5 (0.22%) Snort
9 4 (0.17%) Apache ZooKeeper
10 3 (0.13%) VMware Workstation
11 2 (0.086%) Hyper-V
11 2 (0.086%) NFS
11 2 (0.086%) Virtual Servers
11 2 (0.086%) VirtualBox
11 2 (0.086%) Xen
Systems Management
1 26 (1.12%) Oozie
2 22 (0.95%) Hadoop YARN
2 22 (0.95%) Opscode Chef
3 20 (0.86%) HP Quality Center
4 18 (0.78%) Ansible
4 18 (0.78%) Puppet
5 14 (0.61%) Kibana
6 13 (0.56%) Control-M
7 11 (0.48%) Data Guard
7 11 (0.48%) Failover Clustering
8 10 (0.43%) MOM
9 9 (0.39%) logstash
9 9 (0.39%) Rsyslog
10 8 (0.35%) Ambari
11 7 (0.30%) Grafana
12 6 (0.26%) Mesos
12 6 (0.26%) OpenSSO
12 6 (0.26%) Tivoli Storage Manager
13 5 (0.22%) Nagios
13 5 (0.22%) Tivoli
Vendors
1 526 (22.74%) Oracle
2 451 (19.50%) Microsoft
3 205 (8.86%) Informatica
4 204 (8.82%) SAP
5 186 (8.04%) Talend
6 142 (6.14%) Tableau
7 97 (4.19%) IBM
8 94 (4.06%) Teradata
9 74 (3.20%) Cognos
10 58 (2.51%) Ab Initio
11 52 (2.25%) Netezza
12 46 (1.99%) Sybase
13 45 (1.95%) Cloudera
14 44 (1.90%) Hyperion
15 38 (1.64%) MicroStrategy
16 36 (1.56%) Salesforce.com
17 30 (1.30%) Vertica
18 27 (1.17%) Splunk
19 23 (0.99%) Google
19 23 (0.99%) Hortonworks
London
Ampersand Consulting
Rate: £300 - £325 per day
Posted: Yesterday
Rotherham
Nigel Frank International
Rate: £300 - £325 per day
Posted: 19 hours ago
London
TEKsystems
Rate: £1 per day + market rate
Posted: 22 hours ago
South East London
Avance Consulting
Rate: Unspecified
Posted: 18 hours ago
Lincoln, Lincolnshire
Experis Ltd
Posted: 19 hours ago
Halifax, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £500.00 per day
Posted: 20 hours ago
Liverpool
Nigel Frank International
Rate: £320 - £400 per day
Posted: 4 days ago
Bristol
Vivid Resourcing
Rate: £400 - £450 per day + experience dependent
Posted: 4 days ago
Andover, Hampshire
Experis Ltd
Rate: £400 - £480 per day
Posted: 3 days ago
London
Parallel Consulting
Rate: £300 - £375 per day + experience dependant
Posted: 3 days ago
London
FDM Group
Rate: Negotiable
Posted: 4 days ago
City, London
Oliver Bernard
Rate: £400 - £450 per day
Posted: 3 days ago
London
Venn Group
Rate: £31000 - £41000 Per Annum
Posted: 5 days ago
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 3 days ago
Central London / West End
The Bridge Ltd
Rate: Unspecified £300 - £600 per day
Posted: 3 days ago
London
Eames Consulting
Rate: £400 - £500 per day
Posted: 6 days ago
Bristol, Avon
Reed Technology
Rate: £350 - £430 per day
Posted: 18 hours ago
Berkshire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 6 days ago
Oxfordshire
LA International
Rate: £300 - £400 per day
Posted: 6 days ago
Cheshire
Lawrence Harvey Enterprise
Posted: 6 days ago
Oxford, Oxfordshire
Red10
Rate: £400 - £500 per day
Posted: 6 days ago
Birmingham, West Midlands (County)
Experis Ltd
Posted: 6 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 6 days ago
Southampton, Hampshire
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: 3 days ago
East London
Michael Bailey Associates
Rate: market rates
Posted: 6 days ago
Macclesfield, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £500.00 - £550.00 per day
Posted: 6 days ago
Southampton, Hampshire
Lorien Resourcing
Posted: 6 days ago
City of London
Hays London City Cheapside
Rate: £400 - £450.00 per day
Posted: 6 days ago
Southampton, Hampshire
The Bridge Ltd
Rate: Unspecified Neg
Posted: 6 days ago
Raf Mildenhall, Suffolk
RB
Posted: 5 days ago