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 11 December 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
11 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 87 75 73
Rank change year-on-year
-12 -2
Contract jobs citing ETL 1202 1411 1322
As % of all contract IT jobs located in England 2.62% 2.81% 2.57%
As % of the Processes & Methodologies category 3.17% 3.44% 3.32%
Number of daily rates quoted 792 978 870
Median daily rate £438 £425 £425
Median daily rate % change year-on-year
+2.94% -
90% offered a daily rate of more than £322 £313 £300
10% offered a daily rate of more than £575 £575 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 13 1 9
Median hourly rate £38.00 £38.50 £38.25
Median hourly rate % change year-on-year
-1.29% +0.65%
90% offered a hourly rate of more than £18.17 £38.50 £35.40
10% offered a hourly rate of more than £41.80 £38.50 £57.40
UK excluding London median hourly rate £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
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
37961 40993 39836
As % of all contract IT jobs located in England 82.79% 81.50% 77.36%
Number of daily rates quoted 25469 26982 26386
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 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £387
% change year-on-year
+3.12% +3.35%
Number of hourly rates quoted 997 1216 1126
Median hourly rate £28.00 £28.00 £25.00
Median hourly rate % change year-on-year
- +12.00%
90% offered a hourly rate of more than £12.50 £12.35 £11.50
10% offered a hourly rate of more than £50.00 £50.00 £49.81
UK excluding London median hourly rate £30.00 £33.00 £25.00
% change year-on-year
-9.09% +32.00%

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 11 December 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 11 December 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 11 December 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 -13 574 £460 +2.22% 107
South East +19 177 £450 +18.03% 43
North West +10 109 £401 +7.00% 23
Yorkshire +23 74 £388 -0.64% 12
East Midlands -11 59 £350 -20.00% 4
West Midlands -28 59 £373 -6.87% 11
East of England -17 53 £407 -4.27% 12
South West -48 49 £375 +7.14% 12
North East -23 36 £425 -19.04% 3
Midlands +4 3 £450 +38.46%
South Coast +2 1 - -
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 11 December 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 1549 (60.91%) SQL
2 1113 (43.77%) Data Warehouse
3 973 (38.26%) Business Intelligence
4 887 (34.88%) SQL Server
5 801 (31.50%) SQL Server Integration Services
6 658 (25.87%) Oracle
7 630 (24.77%) Agile Software Development
8 617 (24.26%) Data Modelling
9 609 (23.95%) Finance
10 524 (20.61%) SQL Server Reporting Services
11 489 (19.23%) Microsoft
12 441 (17.34%) Migration
13 411 (16.16%) T-SQL
14 393 (15.45%) SQL Server Analysis Services
15 371 (14.59%) Big Data
16 344 (13.53%) Java
17 298 (11.72%) Data Migration
18 297 (11.68%) Analytics
19 286 (11.25%) Hadoop
20 262 (10.30%) Informatica
21 252 (9.91%) Analytical Skills
22 251 (9.87%) Data Quality
23 237 (9.32%) SAP
24 224 (8.81%) Relational Database
25 222 (8.73%) SQL Server 2012
26 220 (8.65%) PL/SQL
27 215 (8.45%) Data Analysis
28 207 (8.14%) Data Management
28 207 (8.14%) Data Integration
29 205 (8.06%) Performance Tuning

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
1 170 (6.69%) Apache Spark
2 90 (3.54%) SAS
3 81 (3.19%) SharePoint
4 60 (2.36%) Apache
5 50 (1.97%) Apache Pig
6 38 (1.49%) Elasticsearch
7 24 (0.94%) Confluence
8 21 (0.83%) IIS
8 21 (0.83%) Oracle SOA Suite
9 20 (0.79%) WebLogic
10 16 (0.63%) Oracle Service Bus
11 14 (0.55%) PowerExchange
12 13 (0.51%) Apache Solr
13 11 (0.43%) WebSphere
14 9 (0.35%) JBoss
14 9 (0.35%) Oracle Workflow
14 9 (0.35%) SharePoint 2010
14 9 (0.35%) Tomcat
15 8 (0.31%) BizTalk Server
15 8 (0.31%) CMS
Applications
1 201 (7.90%) MS Excel
2 44 (1.73%) MS Office
3 33 (1.30%) MS PowerPoint
4 24 (0.94%) SPSS
5 9 (0.35%) MS Visio
5 9 (0.35%) Spreadsheet
6 8 (0.31%) MS Project
7 4 (0.16%) InfoPath
8 2 (0.079%) Photoshop
8 2 (0.079%) Stata
Business Applications
1 41 (1.61%) Oracle EBS
2 38 (1.49%) Oracle EBS R12
3 19 (0.75%) SAP Oil and Gas
4 16 (0.63%) Dynamics AX
4 16 (0.63%) HFM
4 16 (0.63%) Hyperion Planning
5 15 (0.59%) Dynamics CRM
5 15 (0.59%) IBM Operational Decision Manager
6 14 (0.55%) Cognos Business Intelligence
6 14 (0.55%) Oracle Applications
7 13 (0.51%) Oracle Payables
8 12 (0.47%) Oracle Financials
8 12 (0.47%) SAP FI
9 11 (0.43%) Dynamics NAV
9 11 (0.43%) Oracle ERP
10 10 (0.39%) Cognos TM1
10 10 (0.39%) Oracle Receivables
11 9 (0.35%) SAP ERP
12 7 (0.28%) Salesforce.com CRM
13 6 (0.24%) Oracle Cash Management
Cloud Services
1 125 (4.92%) Amazon AWS
2 81 (3.19%) Microsoft Azure
3 33 (1.30%) PaaS
4 28 (1.10%) IaaS
5 25 (0.98%) SaaS
6 22 (0.87%) Amazon EMR
7 19 (0.75%) Cloud Computing
8 18 (0.71%) GitHub
9 17 (0.67%) Amazon S3
10 14 (0.55%) Google Cloud Platform
11 11 (0.43%) Amazon EC2
11 11 (0.43%) Boomi
11 11 (0.43%) Google Analytics
12 10 (0.39%) AWS Elastic Beanstalk
13 8 (0.31%) Amazon Kinesis
14 6 (0.24%) Virtual Private Cloud
15 5 (0.20%) Amazon ELB
15 5 (0.20%) Azure Active Directory
15 5 (0.20%) Route 53
15 5 (0.20%) SuccessFactors
Communications & Networking
1 17 (0.67%) Firewall
2 15 (0.59%) FTP
3 10 (0.39%) LDAP
3 10 (0.39%) SAN
3 10 (0.39%) TCP/IP
4 9 (0.35%) Internet
4 9 (0.35%) Intranet
5 8 (0.31%) Network Security
6 7 (0.28%) Kerberos
7 5 (0.20%) HTTP
7 5 (0.20%) LAN
8 4 (0.16%) Intrusion Detection
8 4 (0.16%) WAN
9 3 (0.12%) 2G
9 3 (0.12%) 3G
9 3 (0.12%) DNS
9 3 (0.12%) NAS
9 3 (0.12%) PuTTY
10 2 (0.079%) 4G
10 2 (0.079%) Radio Access Network
Database & Business Intelligence
1 1113 (43.77%) Data Warehouse
2 887 (34.88%) SQL Server
3 801 (31.50%) SQL Server Integration Services
4 524 (20.61%) SQL Server Reporting Services
5 393 (15.45%) SQL Server Analysis Services
6 371 (14.59%) Big Data
7 286 (11.25%) Hadoop
8 224 (8.81%) Relational Database
9 222 (8.73%) SQL Server 2012
10 197 (7.75%) BusinessObjects
11 179 (7.04%) SQL Server 2014
12 175 (6.88%) Oracle Database
13 140 (5.51%) OLAP
14 133 (5.23%) Apache Hive
15 129 (5.07%) SQL Server 2008
16 127 (4.99%) NoSQL
17 110 (4.33%) QlikView
18 107 (4.21%) MongoDB
19 106 (4.17%) Oracle ODI
20 100 (3.93%) Power BI
Development Applications
1 201 (7.90%) Talend Open Studio
2 105 (4.13%) Team Foundation Server
3 96 (3.78%) JIRA
4 70 (2.75%) Visual Studio
5 68 (2.67%) Jenkins
6 60 (2.36%) Git (software)
7 59 (2.32%) ERwin
8 32 (1.26%) JUnit
8 32 (1.26%) Subversion
9 29 (1.14%) Maven
10 25 (0.98%) SQL Server Management Studio (SSMS)
11 24 (0.94%) LSMW
11 24 (0.94%) Oracle APEX
12 20 (0.79%) Toad
13 17 (0.67%) Cucumber
14 16 (0.63%) Selenium
15 14 (0.55%) Mockito
16 12 (0.47%) Gradle
16 12 (0.47%) Oracle Forms
17 11 (0.43%) IntelliJ
General
1 609 (23.95%) Finance
2 201 (7.90%) Banking
3 116 (4.56%) Retail
4 87 (3.42%) Marketing
5 66 (2.60%) Advertising
6 43 (1.69%) Telecoms
7 39 (1.53%) Investment Banking
8 33 (1.30%) Manufacturing
9 25 (0.98%) Pharmaceutical
10 22 (0.87%) Publishing
11 21 (0.83%) Legal
12 19 (0.75%) Financial Institution
12 19 (0.75%) General Ledger
13 18 (0.71%) Billing
14 17 (0.67%) Law
15 16 (0.63%) Front Office
16 14 (0.55%) Back Office
16 14 (0.55%) Electronics
17 10 (0.39%) Games
17 10 (0.39%) Retail Banking
Job Titles
1 1171 (46.05%) Developer
2 369 (14.51%) Analyst
3 366 (14.39%) ETL Developer
4 338 (13.29%) SQL Developer
5 267 (10.50%) Architect
6 262 (10.30%) Business Intelligence Developer
7 184 (7.24%) Consultant
8 178 (7.00%) Data Analyst
9 173 (6.80%) SSIS Developer
10 165 (6.49%) Data Architect
11 135 (5.31%) DBA
12 115 (4.52%) Data Warehouse Developer
13 105 (4.13%) Oracle Developer
14 96 (3.78%) Senior Developer
15 93 (3.66%) ETL Analyst
16 83 (3.26%) SQL DBA
17 82 (3.22%) Business Developer
18 76 (2.99%) SSRS Developer
19 74 (2.91%) Tester
20 73 (2.87%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 177 (6.96%) XML
2 145 (5.70%) Web Services
3 141 (5.54%) .NET
4 99 (3.89%) MDX
5 62 (2.44%) Kafka
6 56 (2.20%) SOAP
7 51 (2.01%) JSON
8 47 (1.85%) HTML
9 45 (1.77%) RESTful
10 40 (1.57%) REST
11 35 (1.38%) ASP.NET
12 31 (1.22%) Middleware
13 28 (1.10%) XSLT
14 27 (1.06%) AngularJS
14 27 (1.06%) CSS
14 27 (1.06%) J2EE
14 27 (1.06%) Spring
15 25 (0.98%) XSD
16 21 (0.83%) .NET Framework
16 21 (0.83%) HTML5
Miscellaneous
1 252 (9.91%) Analytical Skills
2 207 (8.14%) Data Integration
3 117 (4.60%) Visualisation
4 106 (4.17%) Management Information System
5 85 (3.34%) Data Structures
6 79 (3.11%) Data Extraction
7 64 (2.52%) Replication
8 50 (1.97%) Computer Science
9 44 (1.73%) Statistics
10 37 (1.45%) Enterprise Software
11 35 (1.38%) NHS
12 34 (1.34%) Reference Data
13 33 (1.30%) Data Centre
14 32 (1.26%) Credit Risk
15 29 (1.14%) Clustering
15 29 (1.14%) Mathematics
16 25 (0.98%) Data Conversion
17 24 (0.94%) Algorithms
18 21 (0.83%) Mainframe
19 20 (0.79%) Equities
Operating Systems
1 202 (7.94%) Linux
2 182 (7.16%) Unix
3 91 (3.58%) Windows
4 23 (0.90%) Windows Server
5 12 (0.47%) Red Hat Enterprise Linux
6 10 (0.39%) Solaris
6 10 (0.39%) Ubuntu
7 9 (0.35%) Windows Server 2008
8 6 (0.24%) AIX
8 6 (0.24%) Windows Server 2003
8 6 (0.24%) Windows Server 2012
9 5 (0.20%) CentOS
9 5 (0.20%) Windows 7
10 4 (0.16%) Windows XP
11 3 (0.12%) Android
11 3 (0.12%) Apple iOS
12 2 (0.079%) HPUX
12 2 (0.079%) SUSE
13 1 (0.039%) Debian
13 1 (0.039%) VMS
Processes & Methodologies
1 973 (38.26%) Business Intelligence
2 630 (24.77%) Agile Software Development
3 617 (24.26%) Data Modelling
4 441 (17.34%) Migration
5 298 (11.72%) Data Migration
6 297 (11.68%) Analytics
7 215 (8.45%) Data Analysis
8 207 (8.14%) Data Management
9 205 (8.06%) Performance Tuning
10 193 (7.59%) Kimball Methodology
11 186 (7.31%) ETL Development
12 150 (5.90%) Scrum
13 123 (4.84%) Continuous Integration
14 120 (4.72%) Data Cleansing
15 119 (4.68%) Dimensional Modelling
16 117 (4.60%) Unit Testing
17 103 (4.05%) Project Management
18 100 (3.93%) Stakeholder Management
19 97 (3.81%) ERP
20 96 (3.78%) User Acceptance Testing
Programming Languages
1 1549 (60.91%) SQL
2 411 (16.16%) T-SQL
3 344 (13.53%) Java
4 220 (8.65%) PL/SQL
5 170 (6.69%) Python
6 167 (6.57%) C#
7 93 (3.66%) Scala
8 84 (3.30%) Shell Script
9 73 (2.87%) R
10 62 (2.44%) JavaScript
11 58 (2.28%) Perl
12 50 (1.97%) VBA
13 45 (1.77%) PowerShell
14 40 (1.57%) C
15 28 (1.10%) C++
16 26 (1.02%) VB
17 23 (0.90%) Bash Shell
17 23 (0.90%) PHP
18 15 (0.59%) Ruby
19 12 (0.47%) ABAP
Qualifications
1 127 (4.99%) Security Cleared
2 123 (4.84%) Degree
3 86 (3.38%) SC Cleared
4 26 (1.02%) Microsoft Certification
5 19 (0.75%) ISTQB
6 17 (0.67%) BPSS Clearance
7 15 (0.59%) DV Cleared
7 15 (0.59%) ISEB
8 13 (0.51%) MCSE
9 12 (0.47%) MCSA
10 8 (0.31%) BC Cleared
11 6 (0.24%) CIMA
11 6 (0.24%) MCITP
12 4 (0.16%) HNC
12 4 (0.16%) HND
12 4 (0.16%) PhD
12 4 (0.16%) PMI Certification
13 3 (0.12%) CISM
13 3 (0.12%) ITIL Certification
13 3 (0.12%) MCTS
Quality Assurance & Compliance
1 251 (9.87%) Data Quality
2 106 (4.17%) QA
3 21 (0.83%) Disclosure Scotland
4 20 (0.79%) SLA
5 9 (0.35%) Sarbanes-Oxley
6 8 (0.31%) Solvency II
7 7 (0.28%) GxP
8 5 (0.20%) PCI DSS
9 4 (0.16%) GAAP
9 4 (0.16%) MiFID
10 2 (0.079%) Dodd-Frank
10 2 (0.079%) EMIR
10 2 (0.079%) FATCA
11 1 (0.039%) Basel III
11 1 (0.039%) COBIT
11 1 (0.039%) ISO 9001
11 1 (0.039%) ISO/IEC 27001
11 1 (0.039%) ISO20022
11 1 (0.039%) SDET
System Software
1 59 (2.32%) HDFS
2 40 (1.57%) Apache Flume
3 30 (1.18%) Active Directory
4 15 (0.59%) Docker
5 10 (0.39%) Virtual Machines
6 9 (0.35%) KVM
7 8 (0.31%) Oracle RAC
7 8 (0.31%) VMware Infrastructure
8 6 (0.24%) Apache ZooKeeper
9 4 (0.16%) Snort
9 4 (0.16%) VMware Workstation
10 2 (0.079%) Hyper-V
10 2 (0.079%) NFS
10 2 (0.079%) VirtualBox
10 2 (0.079%) Xen
11 1 (0.039%) Ceph
11 1 (0.039%) Samba
11 1 (0.039%) Tivoli Workload Scheduler
11 1 (0.039%) Virtual Servers
Systems Management
1 27 (1.06%) Control-M
2 23 (0.90%) HP Quality Center
3 20 (0.79%) Opscode Chef
4 19 (0.75%) Oozie
5 18 (0.71%) Oracle Enterprise Manager
6 17 (0.67%) Hadoop YARN
7 15 (0.59%) Puppet
8 14 (0.55%) Ansible
8 14 (0.55%) Kibana
9 12 (0.47%) Failover Clustering
10 10 (0.39%) Data Guard
11 9 (0.35%) logstash
11 9 (0.35%) Mesos
11 9 (0.35%) Rsyslog
12 8 (0.31%) Oracle RMAN
13 7 (0.28%) Grafana
13 7 (0.28%) MOM
14 6 (0.24%) Nagios
14 6 (0.24%) OpenSSO
14 6 (0.24%) Tivoli
Vendors
1 658 (25.87%) Oracle
2 489 (19.23%) Microsoft
3 262 (10.30%) Informatica
4 237 (9.32%) SAP
5 201 (7.90%) Talend
6 145 (5.70%) Tableau
7 111 (4.36%) IBM
8 100 (3.93%) Teradata
9 93 (3.66%) Cognos
10 80 (3.15%) Ab Initio
11 69 (2.71%) Netezza
12 56 (2.20%) Hyperion
13 44 (1.73%) Salesforce.com
13 44 (1.73%) Sybase
14 43 (1.69%) Vertica
15 41 (1.61%) Cloudera
16 38 (1.49%) MicroStrategy
17 25 (0.98%) Google
18 19 (0.75%) HP
19 18 (0.71%) Red Hat
Wiltshire
Nigel Frank International Ltd
Rate: £350 - £380 per day
Posted: Yesterday
Birmingham, West Midlands (County)
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: Yesterday
London
Computer People
Rate: £400 - £500 per day
Posted: Yesterday
Walsall, West Midlands (County)
Experis Ltd
Rate: £30000.00 per annum
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Rate: £320 - £400 per day
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Rate: £0.00 per annum
Posted: 3 days ago
South Yorkshire
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: 2 days ago
London
Computer People
Rate: £450 - £550 per day
Posted: 4 days ago
London
TEKsystems
Rate: £500 per day
Posted: 4 days ago
Oxfordshire
Lawrence Harvey Enterprise
Posted: 3 days ago
Oxfordshire
Nigel Frank International Ltd
Rate: £350 - £400 per day
Posted: 4 days ago
London
Ideal Training
Rate: Excellent Daily Rate Negotiable
Posted: 2 days ago
London
Austin Fraser
Posted: 4 days ago
Oxfordshire
Spring Technology
Rate: £400.00 - £450.00 per day
Posted: 3 days ago
North East
Venturi
Rate: £350 - £450 per day
Posted: 4 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Rate: Unspecified Market Rates
Posted: Yesterday
Oxford, Oxfordshire
Red10
Rate: £400 - £500 per day
Posted: 3 days ago
Nottingham, Nottinghamshire
Nigel Frank International Ltd
Rate: £450 - £475 per day
Posted: 5 days ago
Berkshire
TEKsystems
Rate: £450 - £500 per day
Posted: 3 days ago
London
Durlston Partners
Rate: From £600 to £700 per annum
Posted: 5 days ago
London
Computer People
Rate: £270 - £350 per day
Posted: 5 days ago
Swindon, Wiltshire
Sanderson
Posted: 3 days ago
City, London
Venturi
Rate: £300 - £400 per day
Posted: 3 days ago
London
ARC IT Recruitment Ltd
Rate: £Market Rates
Posted: 3 days ago
Central London / West End
First Point
Rate: £500.00 - £575.00 per day
Posted: 5 days ago
Berkshire
TEKsystems
Rate: £450 - £500 per day
Posted: 3 days ago
City, London
ANSON MCCADE
Rate: £550 / Day
Posted: 2 days ago
Berkshire
TEKsystems
Rate: £400 - £500 per day
Posted: 3 days ago
Swindon, Wiltshire
Sanderson
Posted: 4 days ago
London
Colston Consulting
Rate: £500 - £600 per day
Posted: Yesterday