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 20 February 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
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK / England
Rank 88 88 77
Rank change year-on-year
0 -11
Contract jobs citing ETL 1064 1146 1202
As % of all contract IT jobs located in England 2.54% 2.44% 2.53%
As % of the Processes & Methodologies category 3.07% 2.95% 3.18%
Number of daily rates quoted 661 808 772
Median daily rate £450 £425 £415
Median daily rate % change year-on-year
+5.88% +2.40%
90% offered a daily rate of more than £322 £313 £311
10% offered a daily rate of more than £580 £550 £550
UK excluding London median daily rate £403 £400 £395
% change year-on-year
+0.62% +1.26%
Number of hourly rates quoted 13 3 3
Median hourly rate £38.00 £56.00 £36.50
Median hourly rate % change year-on-year
-32.14% +53.42%
90% offered a hourly rate of more than £19.13 £42.00 £23.30
10% offered a hourly rate of more than £41.00 £61.60 £42.90
UK excluding London median hourly rate £40.00 £56.00 £36.50
% change year-on-year
-28.57% +53.42%

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
34602 38841 37850
As % of all contract IT jobs located in England 82.71% 82.81% 79.60%
Number of daily rates quoted 23058 25722 24344
Median daily rate £450 £430 £425
Median daily rate % change year-on-year
+4.65% +1.17%
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £585
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 885 1058 1021
Median hourly rate £35.75 £37.50 £26.00
Median hourly rate % change year-on-year
-4.66% +44.23%
90% offered a hourly rate of more than £13.48 £12.82 £12.00
10% offered a hourly rate of more than £53.50 £56.80 £47.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

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 20 February 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 20 February 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 20 February 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 +13 540 £450 - 129
South East +44 193 £463 +7.55% 32
North West +1 70 £375 -3.84% 31
West Midlands -22 60 £365 -18.88% 11
Yorkshire 0 57 £360 -4.00% 24
South West -38 52 £400 +10.34% 10
East of England -39 39 £405 +1.25% 12
East Midlands -11 29 £400 -2.14% 6
North East -20 13 £503 -5.62% 4
Midlands 0 7 £450 +16.12%
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 20 February 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 1307 (58.85%) SQL
2 945 (42.55%) Data Warehouse
3 855 (38.50%) Business Intelligence
4 784 (35.30%) SQL Server
5 729 (32.82%) SQL Server Integration Services
6 576 (25.93%) Data Modelling
7 527 (23.73%) Finance
8 521 (23.46%) Agile Software Development
9 515 (23.19%) Oracle
10 474 (21.34%) Microsoft
11 450 (20.26%) SQL Server Reporting Services
12 365 (16.43%) Big Data
13 358 (16.12%) Migration
14 343 (15.44%) T-SQL
15 334 (15.04%) SQL Server Analysis Services
16 284 (12.79%) Hadoop
17 282 (12.70%) Java
18 275 (12.38%) Analytics
19 251 (11.30%) Data Migration
20 243 (10.94%) Data Quality
21 221 (9.95%) Performance Tuning
22 207 (9.32%) Data Analysis
22 207 (9.32%) Data Management
23 206 (9.28%) SQL Server 2012
23 206 (9.28%) Analytical Skills
24 200 (9.00%) Data Integration
25 199 (8.96%) Informatica
26 190 (8.55%) MS Excel
26 190 (8.55%) Banking
27 187 (8.42%) Python

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
1 175 (7.88%) Apache Spark
2 101 (4.55%) SAS
3 79 (3.56%) SharePoint
4 49 (2.21%) Apache
5 47 (2.12%) Apache Pig
6 32 (1.44%) Confluence
7 27 (1.22%) Elasticsearch
8 25 (1.13%) JBoss
9 24 (1.08%) Oracle SOA Suite
10 20 (0.90%) IIS
11 19 (0.86%) WebLogic
12 15 (0.68%) Apache Solr
13 12 (0.54%) PowerExchange
14 9 (0.41%) Drupal
15 8 (0.36%) BizTalk Server
15 8 (0.36%) CMS
15 8 (0.36%) Oracle Workflow
16 7 (0.32%) SharePoint 2010
17 6 (0.27%) Tomcat
18 5 (0.23%) Apache Qpid
Applications
1 190 (8.55%) MS Excel
2 36 (1.62%) MS Office
3 26 (1.17%) MS PowerPoint
4 17 (0.77%) SPSS
5 15 (0.68%) MS Visio
6 9 (0.41%) Spreadsheet
7 8 (0.36%) MS Project
8 4 (0.18%) InfoPath
9 2 (0.090%) Mathematica
9 2 (0.090%) Photoshop
9 2 (0.090%) Stata
9 2 (0.090%) Weka
Business Applications
1 33 (1.49%) Dynamics CRM
2 27 (1.22%) Dynamics AX
3 15 (0.68%) SAP Oil and Gas
4 14 (0.63%) Oracle Applications
4 14 (0.63%) Oracle EBS R12
5 12 (0.54%) Oracle ERP
6 11 (0.50%) Oracle EBS
7 10 (0.45%) Hyperion Planning
8 9 (0.41%) Oracle Financials
8 9 (0.41%) Oracle Payables
8 9 (0.41%) Oracle Receivables
9 8 (0.36%) Cognos TM1
9 8 (0.36%) HFM
9 8 (0.36%) Markit EDM
10 7 (0.32%) Dynamics NAV
10 7 (0.32%) SAP ERP
11 6 (0.27%) Cognos Business Intelligence
11 6 (0.27%) FastStats
12 5 (0.23%) Oracle Retail
13 4 (0.18%) Oracle Cash Management
Cloud Services
1 132 (5.94%) Amazon AWS
2 115 (5.18%) Microsoft Azure
3 47 (2.12%) PaaS
4 43 (1.94%) IaaS
5 24 (1.08%) Amazon EMR
6 23 (1.04%) Cloud Computing
7 22 (0.99%) SaaS
8 20 (0.90%) Amazon EC2
8 20 (0.90%) Amazon S3
9 15 (0.68%) Boomi
10 11 (0.50%) Amazon Kinesis
10 11 (0.50%) AWS Elastic Beanstalk
10 11 (0.50%) Google Cloud Platform
11 10 (0.45%) Route 53
12 8 (0.36%) GitHub
13 7 (0.32%) AWS Lambda
13 7 (0.32%) Virtual Private Cloud
14 6 (0.27%) Amazon ELB
15 5 (0.23%) Google Analytics
16 4 (0.18%) Datadog
Communications & Networking
1 18 (0.81%) Firewall
2 16 (0.72%) FTP
3 15 (0.68%) Intranet
4 14 (0.63%) PuTTY
5 11 (0.50%) Internet
5 11 (0.50%) WinSCP
6 10 (0.45%) LDAP
7 9 (0.41%) HTTP
7 9 (0.41%) SAN
7 9 (0.41%) TCP/IP
8 7 (0.32%) Kerberos
9 6 (0.27%) AMQP
9 6 (0.27%) Network Security
10 5 (0.23%) Intrusion Detection
10 5 (0.23%) VoIP
10 5 (0.23%) Wireshark
11 3 (0.14%) 3G
11 3 (0.14%) DNS
11 3 (0.14%) LAN
11 3 (0.14%) WAN
Database & Business Intelligence
1 945 (42.55%) Data Warehouse
2 784 (35.30%) SQL Server
3 729 (32.82%) SQL Server Integration Services
4 450 (20.26%) SQL Server Reporting Services
5 365 (16.43%) Big Data
6 334 (15.04%) SQL Server Analysis Services
7 284 (12.79%) Hadoop
8 206 (9.28%) SQL Server 2012
9 179 (8.06%) BusinessObjects
10 172 (7.74%) Relational Database
11 169 (7.61%) SQL Server 2014
12 152 (6.84%) Oracle Database
13 149 (6.71%) Apache Hive
14 136 (6.12%) QlikView
15 120 (5.40%) NoSQL
16 118 (5.31%) Power BI
17 107 (4.82%) SQL Server 2008
18 105 (4.73%) OLAP
19 88 (3.96%) MongoDB
20 80 (3.60%) DataStage
Development Applications
1 170 (7.65%) Talend Open Studio
2 107 (4.82%) JIRA
3 98 (4.41%) Team Foundation Server
4 54 (2.43%) ERwin
5 52 (2.34%) Jenkins
6 50 (2.25%) Git (software)
6 50 (2.25%) Visual Studio
7 24 (1.08%) Subversion
8 19 (0.86%) Maven
9 18 (0.81%) HP UFT
9 18 (0.81%) JUnit
10 17 (0.77%) Toad
11 15 (0.68%) Oracle APEX
11 15 (0.68%) Oracle Forms
12 13 (0.59%) Mockito
12 13 (0.59%) Selenium
13 11 (0.50%) Cucumber
14 10 (0.45%) PowerDesigner
15 8 (0.36%) Liquibase
15 8 (0.36%) SoapUI
General
1 527 (23.73%) Finance
2 190 (8.55%) Banking
3 84 (3.78%) Retail
4 65 (2.93%) Marketing
5 44 (1.98%) Advertising
6 36 (1.62%) Investment Banking
6 36 (1.62%) Telecoms
7 35 (1.58%) Front Office
8 26 (1.17%) Legal
9 25 (1.13%) Pharmaceutical
10 23 (1.04%) Publishing
11 20 (0.90%) Manufacturing
12 18 (0.81%) Back Office
13 16 (0.72%) Billing
14 11 (0.50%) Financial Institution
15 9 (0.41%) General Ledger
16 8 (0.36%) Electronics
16 8 (0.36%) Games
17 7 (0.32%) Law
18 6 (0.27%) Aerospace
Job Titles
1 1027 (46.24%) Developer
2 307 (13.82%) ETL Developer
3 300 (13.51%) Analyst
4 293 (13.19%) Architect
5 281 (12.65%) SQL Developer
6 241 (10.85%) Business Intelligence Developer
7 176 (7.92%) Data Architect
8 155 (6.98%) Consultant
8 155 (6.98%) SSIS Developer
9 143 (6.44%) Data Analyst
10 115 (5.18%) DBA
11 103 (4.64%) Data Warehouse Developer
12 81 (3.65%) Business Developer
13 75 (3.38%) ETL Analyst
14 71 (3.20%) Data Engineer
15 69 (3.11%) Oracle Developer
15 69 (3.11%) SQL BI Developer
15 69 (3.11%) SSRS Developer
16 68 (3.06%) SQL DBA
17 62 (2.79%) Senior Developer
Libraries, Frameworks & Software Standards
1 175 (7.88%) XML
2 154 (6.93%) Web Services
3 137 (6.17%) .NET
4 88 (3.96%) MDX
5 64 (2.88%) HTML
6 62 (2.79%) Kafka
7 61 (2.75%) SOAP
8 51 (2.30%) RESTful
9 46 (2.07%) REST
10 44 (1.98%) JSON
11 41 (1.85%) CSS
12 33 (1.49%) J2EE
13 32 (1.44%) Middleware
14 28 (1.26%) ASP.NET
14 28 (1.26%) XML Schema
15 25 (1.13%) Spring
15 25 (1.13%) XSD
16 21 (0.95%) AngularJS
17 20 (0.90%) XSLT
18 19 (0.86%) Spark Streaming
Miscellaneous
1 206 (9.28%) Analytical Skills
2 104 (4.68%) Management Information System
3 71 (3.20%) Data Structures
4 58 (2.61%) Replication
5 53 (2.39%) Computer Science
6 48 (2.16%) Reference Data
7 39 (1.76%) NHS
8 33 (1.49%) Algorithms
8 33 (1.49%) Credit Risk
9 26 (1.17%) Data Centre
10 23 (1.04%) Mainframe
11 22 (0.99%) Clustering
11 22 (0.99%) Enterprise Software
12 14 (0.63%) Linux Command Line
13 12 (0.54%) Equities
14 11 (0.50%) Fintech
14 11 (0.50%) FMCG
14 11 (0.50%) User Experience
15 8 (0.36%) Fixed Income
16 7 (0.32%) N-Tier
Operating Systems
1 134 (6.03%) Linux
2 131 (5.90%) Unix
3 89 (4.01%) Windows
4 24 (1.08%) Windows Server
5 10 (0.45%) Red Hat Enterprise Linux
6 6 (0.27%) Solaris
6 6 (0.27%) Windows Server 2008
7 4 (0.18%) CentOS
7 4 (0.18%) Windows Server 2003
7 4 (0.18%) Windows Server 2012
8 3 (0.14%) Ubuntu
8 3 (0.14%) Windows 7
8 3 (0.14%) Windows XP
9 2 (0.090%) HPUX
9 2 (0.090%) SUSE
10 1 (0.045%) AIX
10 1 (0.045%) Android
10 1 (0.045%) Apple iOS
10 1 (0.045%) Debian
Processes & Methodologies
1 855 (38.50%) Business Intelligence
2 576 (25.93%) Data Modelling
3 521 (23.46%) Agile Software Development
4 358 (16.12%) Migration
5 275 (12.38%) Analytics
6 251 (11.30%) Data Migration
7 221 (9.95%) Performance Tuning
8 207 (9.32%) Data Analysis
8 207 (9.32%) Data Management
9 200 (9.00%) Data Integration
10 145 (6.53%) Kimball Methodology
10 145 (6.53%) Scrum
11 133 (5.99%) Visualisation
12 128 (5.76%) ETL Development
13 105 (4.73%) Data Cleansing
14 101 (4.55%) Data Architecture
15 100 (4.50%) Stakeholder Management
16 98 (4.41%) Continuous Integration
17 96 (4.32%) SOA
18 92 (4.14%) ERP
Programming Languages
1 1307 (58.85%) SQL
2 343 (15.44%) T-SQL
3 282 (12.70%) Java
4 187 (8.42%) Python
5 160 (7.20%) C#
6 145 (6.53%) PL/SQL
7 101 (4.55%) Scala
8 77 (3.47%) R
9 71 (3.20%) JavaScript
10 60 (2.70%) Perl
11 57 (2.57%) PowerShell
12 46 (2.07%) Shell Script
13 40 (1.80%) Bash Shell
14 29 (1.31%) VBA
15 23 (1.04%) C
16 21 (0.95%) VB
17 19 (0.86%) PHP
18 18 (0.81%) C++
19 15 (0.68%) Ruby
20 13 (0.59%) VB.NET
Qualifications
1 119 (5.36%) Degree
1 119 (5.36%) Security Cleared
2 84 (3.78%) SC Cleared
3 19 (0.86%) ISTQB
4 18 (0.81%) ISEB
5 11 (0.50%) DV Cleared
6 10 (0.45%) Microsoft Certification
7 9 (0.41%) BPSS Clearance
7 9 (0.41%) CCA
8 7 (0.32%) BC Cleared
9 6 (0.27%) ISTQB Foundation Certification
10 5 (0.23%) ISEB Practitioner
10 5 (0.23%) PMI Certification
11 4 (0.18%) CHECK Team Member
11 4 (0.18%) CISM
11 4 (0.18%) CREST Certified
11 4 (0.18%) MCITP
11 4 (0.18%) MCSE
12 3 (0.14%) CTC Cleared
12 3 (0.14%) MCSA
Quality Assurance & Compliance
1 243 (10.94%) Data Quality
2 101 (4.55%) QA
3 14 (0.63%) Disclosure Scotland
3 14 (0.63%) SLA
4 11 (0.50%) IFRS
4 11 (0.50%) IFRS 9
5 8 (0.36%) PCI DSS
6 7 (0.32%) ISO20022
6 7 (0.32%) Solvency II
7 2 (0.090%) FATCA
7 2 (0.090%) GDPR
7 2 (0.090%) MiFID
8 1 (0.045%) Basel III
8 1 (0.045%) COREP
8 1 (0.045%) FINREP
8 1 (0.045%) HL7
8 1 (0.045%) SDET
System Software
1 57 (2.57%) HDFS
2 34 (1.53%) Apache Flume
3 22 (0.99%) Docker
4 15 (0.68%) Active Directory
5 14 (0.63%) Oracle RAC
6 10 (0.45%) Virtual Machines
7 8 (0.36%) KVM
8 5 (0.23%) Snort
8 5 (0.23%) VMware Infrastructure
9 3 (0.14%) VMware Workstation
10 2 (0.090%) Apache ZooKeeper
10 2 (0.090%) Hyper-V
10 2 (0.090%) Virtual Servers
11 1 (0.045%) NFS
Systems Management
1 30 (1.35%) Oozie
2 24 (1.08%) Hadoop YARN
3 23 (1.04%) Opscode Chef
4 20 (0.90%) HP Quality Center
5 16 (0.72%) Ansible
6 15 (0.68%) Puppet
7 14 (0.63%) Control-M
8 13 (0.59%) Kibana
9 11 (0.50%) Failover Clustering
10 10 (0.45%) Data Guard
11 9 (0.41%) logstash
11 9 (0.41%) Rsyslog
12 7 (0.32%) Grafana
12 7 (0.32%) Tivoli
13 6 (0.27%) Mesos
13 6 (0.27%) MOM
13 6 (0.27%) Tivoli Storage Manager
14 5 (0.23%) Ambari
14 5 (0.23%) Microsoft Clustering
14 5 (0.23%) Terraform
Vendors
1 515 (23.19%) Oracle
2 474 (21.34%) Microsoft
3 199 (8.96%) Informatica
4 183 (8.24%) SAP
5 170 (7.65%) Talend
6 126 (5.67%) Tableau
7 86 (3.87%) Teradata
8 85 (3.83%) IBM
9 70 (3.15%) Cognos
10 55 (2.48%) Ab Initio
11 48 (2.16%) Cloudera
12 44 (1.98%) Salesforce.com
13 42 (1.89%) Netezza
14 41 (1.85%) Sybase
15 39 (1.76%) MicroStrategy
16 34 (1.53%) Hyperion
17 28 (1.26%) Splunk
18 23 (1.04%) Google
19 21 (0.95%) Hortonworks
20 20 (0.90%) Vertica
London
ComputAppoint
Rate: £400 - £450 per day
Posted: 9 hours ago
London
Nigel Frank International
Rate: £400 - £450 per day
Posted: 15 hours ago
Kent
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
Posted: 9 hours ago
Essex
Nigel Frank International
Posted: 21 hours ago
London
Caspian One Ltd
Rate: From £450 to £650 per day
Posted: 18 hours ago
City, London
TEKsystems
Rate: £350 - £450 per day
Posted: 9 hours ago
City, London
Parallel Consulting
Rate: £600 - £700 per day
Posted: 11 hours ago
Crawley, West Sussex
Cadence Resourcing
Rate: On application
Posted: 3 days ago
London
Talent International
Rate: £350 - £500 per day
Posted: 3 days ago
Manchester, Lancashire
Robert Walters
Rate: £300 - £325 per day
Posted: 4 days ago
Manchester, Lancashire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 4 days ago
Bristol
Hays Specialist Recruitment Ltd
Rate: £300.00 - £400.00 per day
Posted: 3 days ago
Manchester, Lancashire
Robert Walters
Posted: 3 days ago
London
Spencer Rose
Rate: Up to £350 per day
Posted: 8 hours ago
Cheshire
Vivid Resourcing
Rate: £400 - £500 per annum + Negotiable DOE
Posted: 6 days ago
London
Difrent
Rate: Up to £400 per day Initial contract until end of March (+ extension th
Posted: 14 hours ago
Coventry, West Midlands (County)
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: 6 days ago
North West England
Vivid Resourcing
Posted: 5 days ago
West Midlands
Experis Ltd
Posted: 5 days ago
Oxfordshire
Understanding Recruitment
Rate: £450.00 - £500.00 per day
Posted: 3 days ago
London
Harrington Starr
Rate: £500 - £600 per day
Posted: Yesterday
Sheffield
Nigel Frank International
Rate: £350 per day
Posted: 3 days ago
Huddersfield
Nigel Frank International
Rate: £400 - £425 per day
Posted: 6 days ago
London
Meadows Consulting Limited
Rate: Up to £300 per day 6 month contract £300 a day
Posted: 3 days ago
Southampton, Hampshire
Vadis People
Rate: £350 - £375 per annum
Posted: 3 days ago
Essex
Westbourne Partners
Rate: From £400 to £500 per day
Posted: 6 days ago
London
Graham Matthews
Rate: From £300 to £350 per day
Posted: 3 days ago
London
ITPM
Posted: 5 days ago
Bristol, Avon
Apollo Solutions
Rate: £250 - £300 per day
Posted: 5 days ago
London
Square One Resources
Rate: From £450 to £500 per day
Posted: 4 days ago