The table below looks at the statistics for ETL skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 23 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
23 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK
Rank 91 84 73
Rank change year-on-year
-7 -11
Contract jobs citing ETL 1109 1271 1350
As % of all contract IT jobs located in the UK 2.44% 2.44% 2.57%
As % of the Processes & Methodologies category 2.95% 2.95% 3.24%
Number of daily rates quoted 700 887 860
Median daily rate £438 £425 £413
Median daily rate % change year-on-year
+2.94% +3.03%
90% offered a daily rate of more than £313 £310 £300
10% offered a daily rate of more than £581 £550 £550
UK excluding London median daily rate £401 £400 £400
% change year-on-year
+0.31% -
Number of hourly rates quoted 10 3 5
Median hourly rate £40.00 £56.00 £40.00
Median hourly rate % change year-on-year
-28.57% +40.00%
90% offered a hourly rate of more than £29.82 £42.00 £26.60
10% offered a hourly rate of more than £41.00 £61.60 £42.70
UK excluding London median hourly rate £40.50 £56.00 £40.00
% change year-on-year
-27.67% +40.00%

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
37558 43101 41682
As % of all contract IT jobs located in the UK 82.77% 82.82% 79.38%
Number of daily rates quoted 24946 28188 26403
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £300 £295 £280
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 952 1185 1115
Median hourly rate £35.75 £38.05 £26.00
Median hourly rate % change year-on-year
-6.04% +46.34%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £55.00 £57.00 £47.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

ETL
Jobs Demand Trend

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

ETL Jobs Demand Trend in the UK

ETL
Daily Rate Trend

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

ETL Daily Rate Trend in the UK

ETL
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL within the UK over the 3 months to 23 February 2017.

ETL Daily Rate Histogram in the UK

ETL
Hourly Rate Trend

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

ETL Hourly Rate Trend in the UK

ETL
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL within the UK over the 3 months to 23 February 2017.

ETL Hourly Rate Histogram in the UK

ETL
Top 30 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the UK over the 3 months to 23 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
England -3 1040 £450 +5.88% 277
London +14 534 £450 - 138
South East +36 186 £450 +5.88% 37
City of London +9 98 £500 +5.26% 31
North West +11 69 £375 -1.31% 37
West Midlands -22 58 £350 -22.22% 12
Berkshire +27 55 £425 -5.55% 5
Yorkshire -10 54 £360 -4.00% 15
South West -36 52 £400 +10.34% 9
Scotland -5 46 £375 -6.25% 8
Oxfordshire +9 43 £486 +12.10% 7
East of England -38 36 £400 - 16
West Yorkshire +4 34 £361 -3.66% 10
Manchester +9 29 £375 -1.63% 23
Hampshire +16 28 £450 +4.34% 6
Glasgow +12 28 £350 -3.44% 2
East Midlands -11 28 £413 - 11
Reading +35 23 £425 +21.42% 1
Cheshire +34 23 £400 +23.07% 12
Leeds -9 23 £360 +2.85% 7
West Sussex +13 22 £485 +29.33% 3
Oxford +6 21 £500 +16.95% 3
Wiltshire -2 19 £358 +5.92% 1
Birmingham 0 17 £297 -23.84% 3
Bristol -21 17 £395 +12.85% 3
Essex -15 16 £450 +20.00% 7
Edinburgh -11 15 £388 -3.12% 5
Surrey +13 14 £450 -5.26% 5
East Sussex +12 12 £500 +42.85% 3
Swindon +3 12 £375 +14.06% 1

ETL
Top 30 Related IT Skills

For the 6 months to 23 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 with a requirement for ETL.

1 1406 (59.03%) SQL
2 1043 (43.79%) Data Warehouse
3 912 (38.29%) Business Intelligence
4 834 (35.01%) SQL Server
5 775 (32.54%) SQL Server Integration Services
6 623 (26.15%) Data Modelling
7 580 (24.35%) Oracle
8 564 (23.68%) Agile Software Development
9 560 (23.51%) Finance
10 502 (21.07%) Microsoft
11 477 (20.03%) SQL Server Reporting Services
12 382 (16.04%) Migration
13 379 (15.91%) Big Data
14 358 (15.03%) T-SQL
15 350 (14.69%) SQL Server Analysis Services
16 302 (12.68%) Analytics
17 295 (12.38%) Hadoop
18 290 (12.17%) Java
19 267 (11.21%) Data Migration
20 265 (11.13%) Data Quality
21 237 (9.95%) Data Analysis
22 229 (9.61%) Data Management
23 228 (9.57%) Informatica
24 227 (9.53%) Performance Tuning
25 223 (9.36%) Analytical Skills
26 218 (9.15%) SQL Server 2012
27 214 (8.98%) Data Integration
28 204 (8.56%) BusinessObjects
28 204 (8.56%) Banking
29 202 (8.48%) MS Excel

ETL
Top Related IT Skills 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
1 187 (7.85%) Apache Spark
2 114 (4.79%) SAS
3 83 (3.48%) SharePoint
4 51 (2.14%) Apache
4 51 (2.14%) Apache Pig
5 34 (1.43%) Confluence
6 28 (1.18%) Oracle SOA Suite
7 27 (1.13%) Elasticsearch
8 26 (1.09%) JBoss
9 20 (0.84%) IIS
9 20 (0.84%) PowerExchange
10 19 (0.80%) BizTalk Server
10 19 (0.80%) WebLogic
11 15 (0.63%) Apache Solr
12 9 (0.38%) Drupal
12 9 (0.38%) Oracle Workflow
13 8 (0.34%) CMS
14 7 (0.29%) SharePoint 2010
15 6 (0.25%) Tomcat
16 5 (0.21%) Apache Qpid
Applications
1 202 (8.48%) MS Excel
2 35 (1.47%) MS Office
3 27 (1.13%) MS PowerPoint
4 19 (0.80%) SPSS
5 16 (0.67%) MS Visio
6 9 (0.38%) Spreadsheet
7 8 (0.34%) MS Project
8 4 (0.17%) InfoPath
9 3 (0.13%) Weka
10 2 (0.084%) Mathematica
10 2 (0.084%) Photoshop
10 2 (0.084%) SPSS Modeler
10 2 (0.084%) Stata
Business Applications
1 34 (1.43%) Dynamics CRM
2 27 (1.13%) Dynamics AX
3 16 (0.67%) SAP Oil and Gas
4 14 (0.59%) Oracle Applications
4 14 (0.59%) Oracle EBS
4 14 (0.59%) Oracle EBS R12
5 12 (0.50%) Oracle ERP
6 10 (0.42%) Hyperion Planning
6 10 (0.42%) Unit4 Business World
7 9 (0.38%) Markit EDM
7 9 (0.38%) Oracle Financials
7 9 (0.38%) Oracle Payables
7 9 (0.38%) Oracle Receivables
8 8 (0.34%) HFM
9 7 (0.29%) Cognos Business Intelligence
9 7 (0.29%) Cognos TM1
9 7 (0.29%) Dynamics NAV
9 7 (0.29%) SAP ERP
10 6 (0.25%) FastStats
11 5 (0.21%) Oracle Retail
Cloud Services
1 139 (5.84%) Amazon AWS
2 120 (5.04%) Microsoft Azure
3 47 (1.97%) PaaS
4 43 (1.81%) IaaS
5 25 (1.05%) Amazon EMR
6 24 (1.01%) Cloud Computing
7 23 (0.97%) Amazon S3
8 22 (0.92%) SaaS
9 20 (0.84%) Amazon EC2
10 15 (0.63%) Boomi
11 11 (0.46%) Amazon Kinesis
11 11 (0.46%) AWS Elastic Beanstalk
11 11 (0.46%) Google Cloud Platform
12 10 (0.42%) Route 53
13 8 (0.34%) AWS Lambda
13 8 (0.34%) GitHub
14 7 (0.29%) Virtual Private Cloud
15 6 (0.25%) Amazon ELB
16 5 (0.21%) Google Analytics
17 4 (0.17%) Force.com
Communications & Networking
1 18 (0.76%) Firewall
2 16 (0.67%) FTP
3 15 (0.63%) Intranet
4 14 (0.59%) PuTTY
5 11 (0.46%) Internet
5 11 (0.46%) WinSCP
6 10 (0.42%) HTTP
7 9 (0.38%) LDAP
7 9 (0.38%) SAN
7 9 (0.38%) TCP/IP
8 7 (0.29%) Kerberos
9 6 (0.25%) AMQP
9 6 (0.25%) Network Security
10 5 (0.21%) Intrusion Detection
10 5 (0.21%) VoIP
10 5 (0.21%) Wireshark
11 3 (0.13%) 2G
11 3 (0.13%) DNS
11 3 (0.13%) LAN
11 3 (0.13%) WAN
Database & Business Intelligence
1 1043 (43.79%) Data Warehouse
2 834 (35.01%) SQL Server
3 775 (32.54%) SQL Server Integration Services
4 477 (20.03%) SQL Server Reporting Services
5 379 (15.91%) Big Data
6 350 (14.69%) SQL Server Analysis Services
7 295 (12.38%) Hadoop
8 218 (9.15%) SQL Server 2012
9 204 (8.56%) BusinessObjects
10 184 (7.72%) Relational Database
11 176 (7.39%) SQL Server 2014
12 174 (7.30%) Oracle Database
13 163 (6.84%) QlikView
14 153 (6.42%) Apache Hive
15 130 (5.46%) NoSQL
16 125 (5.25%) Power BI
17 108 (4.53%) SQL Server 2008
18 107 (4.49%) OLAP
19 97 (4.07%) MongoDB
20 85 (3.57%) Pentaho
Development Applications
1 182 (7.64%) Talend Open Studio
2 110 (4.62%) JIRA
3 103 (4.32%) Team Foundation Server
4 65 (2.73%) ERwin
5 54 (2.27%) Jenkins
6 51 (2.14%) Git (software)
6 51 (2.14%) Visual Studio
7 25 (1.05%) Subversion
8 19 (0.80%) HP UFT
8 19 (0.80%) Maven
9 18 (0.76%) JUnit
10 17 (0.71%) Toad
11 16 (0.67%) Oracle APEX
11 16 (0.67%) Oracle Forms
12 14 (0.59%) Selenium
13 13 (0.55%) Mockito
13 13 (0.55%) SQL Server Management Studio (SSMS)
14 12 (0.50%) Cucumber
14 12 (0.50%) PowerDesigner
15 8 (0.34%) LoadRunner
General
1 560 (23.51%) Finance
2 204 (8.56%) Banking
3 92 (3.86%) Retail
4 69 (2.90%) Marketing
5 50 (2.10%) Advertising
6 40 (1.68%) Telecoms
7 38 (1.60%) Investment Banking
8 35 (1.47%) Front Office
9 31 (1.30%) Legal
10 25 (1.05%) Pharmaceutical
11 23 (0.97%) Publishing
12 21 (0.88%) Manufacturing
13 19 (0.80%) Back Office
14 17 (0.71%) Billing
15 11 (0.46%) Financial Institution
16 10 (0.42%) General Ledger
17 9 (0.38%) Electronics
17 9 (0.38%) Retail Banking
18 8 (0.34%) Games
18 8 (0.34%) Law
Job Titles
1 1098 (46.10%) Developer
2 333 (13.98%) ETL Developer
3 331 (13.90%) Analyst
4 316 (13.27%) Architect
5 299 (12.55%) SQL Developer
6 250 (10.50%) Business Intelligence Developer
7 192 (8.06%) Data Architect
8 180 (7.56%) Consultant
9 168 (7.05%) SSIS Developer
10 161 (6.76%) Data Analyst
11 118 (4.95%) DBA
12 115 (4.83%) Data Warehouse Developer
13 85 (3.57%) Business Developer
14 81 (3.40%) ETL Analyst
15 76 (3.19%) SSRS Developer
16 74 (3.11%) Data Engineer
17 73 (3.06%) SQL BI Developer
18 72 (3.02%) Oracle Developer
19 71 (2.98%) SQL DBA
20 64 (2.69%) Test Analyst
Libraries, Frameworks & Software Standards
1 194 (8.14%) XML
2 171 (7.18%) Web Services
3 152 (6.38%) .NET
4 90 (3.78%) MDX
5 68 (2.85%) HTML
6 63 (2.64%) SOAP
7 62 (2.60%) Kafka
8 51 (2.14%) RESTful
9 49 (2.06%) REST
10 45 (1.89%) CSS
11 44 (1.85%) JSON
12 43 (1.81%) Middleware
13 37 (1.55%) XML Schema
14 35 (1.47%) J2EE
15 32 (1.34%) XSD
16 30 (1.26%) ASP.NET
17 25 (1.05%) Spring
18 21 (0.88%) AngularJS
18 21 (0.88%) Spark Streaming
18 21 (0.88%) XSLT
Miscellaneous
1 223 (9.36%) Analytical Skills
2 114 (4.79%) Management Information System
3 73 (3.06%) Data Structures
4 58 (2.43%) Computer Science
5 56 (2.35%) Replication
6 49 (2.06%) Reference Data
7 40 (1.68%) NHS
8 34 (1.43%) Credit Risk
9 33 (1.39%) Algorithms
10 26 (1.09%) Data Centre
11 25 (1.05%) Mainframe
12 24 (1.01%) Enterprise Software
13 22 (0.92%) Clustering
14 14 (0.59%) Linux Command Line
15 13 (0.55%) Fintech
15 13 (0.55%) User Experience
16 12 (0.50%) Equities
17 11 (0.46%) FMCG
18 9 (0.38%) Fixed Income
18 9 (0.38%) Virtual Team
Operating Systems
1 142 (5.96%) Linux
2 137 (5.75%) Unix
3 94 (3.95%) Windows
4 24 (1.01%) Windows Server
5 10 (0.42%) Red Hat Enterprise Linux
6 6 (0.25%) Windows Server 2008
7 5 (0.21%) Solaris
8 4 (0.17%) CentOS
8 4 (0.17%) Windows Server 2003
8 4 (0.17%) Windows Server 2012
9 3 (0.13%) Ubuntu
9 3 (0.13%) Windows 7
9 3 (0.13%) Windows XP
10 2 (0.084%) SUSE
11 1 (0.042%) AIX
11 1 (0.042%) Android
11 1 (0.042%) Apple iOS
11 1 (0.042%) Debian
11 1 (0.042%) HPUX
Processes & Methodologies
1 912 (38.29%) Business Intelligence
2 623 (26.15%) Data Modelling
3 564 (23.68%) Agile Software Development
4 382 (16.04%) Migration
5 302 (12.68%) Analytics
6 267 (11.21%) Data Migration
7 237 (9.95%) Data Analysis
8 229 (9.61%) Data Management
9 227 (9.53%) Performance Tuning
10 214 (8.98%) Data Integration
11 157 (6.59%) Kimball Methodology
12 156 (6.55%) ETL Development
13 149 (6.26%) Scrum
14 143 (6.00%) Visualisation
15 118 (4.95%) Data Architecture
16 106 (4.45%) Data Cleansing
17 105 (4.41%) SOA
17 105 (4.41%) Stakeholder Management
18 103 (4.32%) Continuous Integration
19 100 (4.20%) ERP
Programming Languages
1 1406 (59.03%) SQL
2 358 (15.03%) T-SQL
3 290 (12.17%) Java
4 199 (8.35%) Python
5 177 (7.43%) C#
6 161 (6.76%) PL/SQL
7 104 (4.37%) Scala
8 79 (3.32%) JavaScript
8 79 (3.32%) R
9 62 (2.60%) Perl
10 60 (2.52%) PowerShell
11 46 (1.93%) Shell Script
12 41 (1.72%) Bash Shell
13 30 (1.26%) VBA
14 24 (1.01%) C
15 21 (0.88%) PHP
16 20 (0.84%) VB
17 19 (0.80%) C++
18 17 (0.71%) Ruby
18 17 (0.71%) VB.NET
Qualifications
1 128 (5.37%) Degree
2 123 (5.16%) Security Cleared
3 85 (3.57%) SC Cleared
4 20 (0.84%) ISTQB
5 19 (0.80%) ISEB
6 12 (0.50%) DV Cleared
7 10 (0.42%) BPSS Clearance
7 10 (0.42%) Microsoft Certification
8 9 (0.38%) CCA
9 7 (0.29%) BC Cleared
10 6 (0.25%) ISTQB Foundation Certification
10 6 (0.25%) PMI Certification
11 5 (0.21%) ISEB Practitioner
12 4 (0.17%) CHECK Team Member
12 4 (0.17%) CISM
12 4 (0.17%) CREST Certified
12 4 (0.17%) MCITP
12 4 (0.17%) MCSE
12 4 (0.17%) PMP
13 3 (0.13%) MCSA
Quality Assurance & Compliance
1 265 (11.13%) Data Quality
2 106 (4.45%) QA
3 21 (0.88%) Disclosure Scotland
4 16 (0.67%) SLA
5 14 (0.59%) IFRS
6 11 (0.46%) IFRS 9
7 8 (0.34%) ISO20022
7 8 (0.34%) PCI DSS
7 8 (0.34%) Solvency II
8 4 (0.17%) MiFID
9 2 (0.084%) FATCA
9 2 (0.084%) GDPR
10 1 (0.042%) Basel III
10 1 (0.042%) BS7666
10 1 (0.042%) COREP
10 1 (0.042%) FINREP
10 1 (0.042%) HL7
10 1 (0.042%) SDET
System Software
1 57 (2.39%) HDFS
2 35 (1.47%) Apache Flume
3 23 (0.97%) Docker
4 19 (0.80%) Oracle RAC
5 14 (0.59%) Active Directory
6 10 (0.42%) Virtual Machines
7 8 (0.34%) KVM
8 5 (0.21%) Snort
8 5 (0.21%) VMware Infrastructure
9 3 (0.13%) VMware Workstation
10 2 (0.084%) Apache ZooKeeper
10 2 (0.084%) Hyper-V
10 2 (0.084%) Virtual Servers
Systems Management
1 31 (1.30%) Oozie
2 25 (1.05%) Hadoop YARN
3 24 (1.01%) Opscode Chef
4 22 (0.92%) HP Quality Center
5 16 (0.67%) Ansible
6 15 (0.63%) Puppet
7 14 (0.59%) Control-M
8 12 (0.50%) Kibana
9 11 (0.46%) Failover Clustering
10 10 (0.42%) Data Guard
11 9 (0.38%) logstash
11 9 (0.38%) Rsyslog
12 7 (0.29%) Grafana
12 7 (0.29%) Tivoli
13 6 (0.25%) Mesos
13 6 (0.25%) MOM
13 6 (0.25%) Tivoli Storage Manager
14 5 (0.21%) Ambari
14 5 (0.21%) Microsoft Clustering
14 5 (0.21%) rkt
Vendors
1 580 (24.35%) Oracle
2 502 (21.07%) Microsoft
3 228 (9.57%) Informatica
4 195 (8.19%) SAP
5 182 (7.64%) Talend
6 146 (6.13%) Tableau
7 114 (4.79%) Teradata
8 88 (3.69%) IBM
9 78 (3.27%) Cognos
10 65 (2.73%) Ab Initio
11 52 (2.18%) MicroStrategy
12 51 (2.14%) Cloudera
13 49 (2.06%) Netezza
14 46 (1.93%) Salesforce.com
15 43 (1.81%) Sybase
16 34 (1.43%) Hyperion
17 28 (1.18%) Splunk
18 24 (1.01%) Google
19 21 (0.88%) HP
19 21 (0.88%) Vertica
Croydon, Surrey
Oliver James Associates
Rate: £350 - £400 per day + DOE
Posted: Yesterday
Central London / West End
Nationwide People Ltd
Rate: From £350 to £400 per day
Posted: 6 hours ago
London
Nigel Frank International Ltd
Posted: 22 hours ago
Cheshire
Energize Recruitment Solutions Ltd
Rate: £300 - £350 per annum
Posted: 1 hour ago
London
ReThink Recruitment
Rate: £400 - £425 per day
Posted: Yesterday
Derbyshire
Contingency Team
Posted: Yesterday
London
ComputAppoint
Rate: £400 - £450 per day
Posted: 3 days ago
Staines, Middlesex
Lorien Resourcing
Rate: /
Posted: Yesterday
Leicestershire
HAYS INFORMATION TECHNOLOGY
Rate: £41709.00 - £52793.00 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
TEKsystems
Rate: £350 - £400 per day
Posted: 2 days ago
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: 2 days ago
Maidenhead, Berkshire
Vadis People
Rate: £350 - £450 per day
Posted: Yesterday
Kent
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
Posted: 3 days ago
London
Caspian One Ltd
Rate: From £450 to £650 per day
Posted: 3 days ago
Hertfordshire
Opus Recruitment Solutions Ltd
Rate: Market Rates
Posted: 2 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 2 days ago
Oxfordshire
TEKsystems
Rate: £400 - £505 per day
Posted: 2 days ago
Crawley, West Sussex
Cadence Resourcing
Rate: On application
Posted: 6 days ago
London
Talent International
Rate: £350 - £500 per day
Posted: 6 days ago
South West London
The Rank Group plc
Posted: Yesterday
City, London
ANSON MCCADE
Rate: £500 - £650
Posted: 2 days ago
City, London
TEKsystems
Rate: £350 - £450 per day
Posted: 3 days ago
City, London
Parallel Consulting
Rate: £600 - £700 per day
Posted: 3 days ago
Manchester, Lancashire
Robert Walters
Posted: 6 days ago
City, London
ANSON MCCADE
Rate: £500 - £650 per day
Posted: 2 days ago
Oxfordshire
Understanding Recruitment
Rate: £450.00 - £500.00 per day
Posted: 6 days ago
London
Spencer Rose
Rate: Up to £350 per day
Posted: 2 days ago
London
Meadows Consulting Limited
Rate: Up to £300 per day 6 month contract £300 a day
Posted: 6 days ago
London
Difrent
Rate: Up to £400 per day Initial contract until end of March (+ extension th
Posted: 3 days ago
Southampton, Hampshire
Vadis People
Rate: £350 - £375 per annum
Posted: 6 days ago