The table below looks at the statistics for ETL skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 121 122 143
Rank change year-on-year
+1 +21
Permanent jobs citing ETL 2574 2595 2485
As % of all permanent IT jobs located in England 2.66% 2.51% 2.23%
As % of the Processes & Methodologies category 3.03% 2.92% 2.61%
Number of salaries quoted 2078 2092 2040
Average salary £52,500 £52,500 £50,000
Average salary % change year-on-year
- +5.00%
90% offered a salary of more than £36,500 £35,000 £35,000
10% offered a salary of more than £72,500 £75,000 £70,000
UK excluding London average salary £45,000 £45,000 £45,000
ETL
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
84831 88940 95165
As % of all permanent IT jobs located in England 87.67% 85.86% 85.39%
Number of salaries quoted 71295 72668 77384
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the England region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in England

ETL
Salary Trend in England

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

ETL Salary Trend in England

ETL
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing ETL across the England region over the 3 months to 29 April 2016.

ETL Salary Histogram in England

ETL
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the England region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +5 1452 £57,500 -4.16% 153
South East -20 372 £50,000 +5.26% 32
Yorkshire +26 206 £40,000 +6.66% 14
South West +30 161 £41,000 -3.52% 8
West Midlands +12 119 £42,750 -5.00% 19
East of England +3 81 £47,500 -13.63% 11
North West -28 80 £40,000 - 21
East Midlands -36 77 £42,500 -5.55% 7
North East +11 23 £40,000 -15.34% 4
Midlands - 5 £42,500 -
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 29 April 2016, IT jobs across the England region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 3526 (65.15%) SQL
2 2965 (54.79%) Business Intelligence
3 2671 (49.35%) SQL Server
4 2571 (47.51%) Data Warehouse
5 2284 (42.20%) SQL Server Integration Services
6 1625 (30.03%) SQL Server Reporting Services
7 1606 (29.67%) Finance
8 1530 (28.27%) Oracle
9 1422 (26.27%) Microsoft
10 1219 (22.52%) T-SQL
11 1195 (22.08%) SQL Server Analysis Services
12 1188 (21.95%) Agile Software Development
13 1136 (20.99%) Data Modelling
14 1050 (19.40%) Analytics
15 887 (16.39%) Analytical Skills
16 853 (15.76%) MS Excel
17 831 (15.35%) Big Data
18 810 (14.97%) Degree
19 753 (13.91%) Data Management
20 697 (12.88%) BusinessObjects
21 690 (12.75%) SQL Server 2008
22 672 (12.42%) SQL Server 2012
23 667 (12.32%) .NET
24 651 (12.03%) Informatica
25 630 (11.64%) C#
26 618 (11.42%) Data Integration
27 616 (11.38%) Java
28 608 (11.23%) Hadoop
29 536 (9.90%) SAP
30 534 (9.87%) Relational Database

ETL
Top Related IT Skills in England by Category

For the 6 months to 29 April 2016, IT jobs across the England region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 298 (5.51%) SAS
2 220 (4.07%) SharePoint
3 212 (3.92%) Apache Spark
4 117 (2.16%) Apache Pig
5 103 (1.90%) Apache
6 91 (1.68%) WebSphere
7 73 (1.35%) BizTalk Server
8 68 (1.26%) IIS
9 54 (1.00%) CMS
10 50 (0.92%) Elasticsearch
10 50 (0.92%) Tomcat
11 31 (0.57%) JBoss
12 28 (0.52%) Apache Solr
12 28 (0.52%) WebLogic
13 26 (0.48%) Confluence
14 25 (0.46%) Node.js
15 10 (0.18%) WebSphere Application Server
16 9 (0.17%) NetWeaver
17 7 (0.13%) Jetty
17 7 (0.13%) Oracle Workflow
Applications
1 853 (15.76%) MS Excel
2 88 (1.63%) MS Office
3 78 (1.44%) SPSS
4 44 (0.81%) MS Visio
5 29 (0.54%) MS PowerPoint
6 18 (0.33%) Spreadsheet
7 8 (0.15%) MS Project
8 6 (0.11%) DOC1
9 3 (0.055%) OmniGraffle
9 3 (0.055%) PrintSoft PReS
10 1 (0.018%) Acrobat
Business Applications
1 58 (1.07%) Oracle EBS
2 47 (0.87%) Dynamics CRM
2 47 (0.87%) Oracle EBS R12
3 40 (0.74%) Markit EDM
4 30 (0.55%) Dynamics AX
5 28 (0.52%) SAP Oil and Gas
6 25 (0.46%) SAP FI
7 23 (0.42%) FastStats
8 20 (0.37%) Oracle 11i
9 19 (0.35%) thinkFolio
10 16 (0.30%) Cognos Business Intelligence
11 15 (0.28%) Salesforce.com CRM
12 13 (0.24%) Adobe Campaign
12 13 (0.24%) BusinessWare
12 13 (0.24%) Infor M3
12 13 (0.24%) Unica
13 11 (0.20%) Dynamics NAV
14 10 (0.18%) Oracle Retail
15 9 (0.17%) FastStats PeopleStage
15 9 (0.17%) Lorenzo
Cloud Services
1 174 (3.22%) Microsoft Azure
2 152 (2.81%) Amazon AWS
3 64 (1.18%) SaaS
4 44 (0.81%) Cloud Computing
5 41 (0.76%) Force.com
5 41 (0.76%) GitHub
6 39 (0.72%) Amazon EC2
7 28 (0.52%) Amazon Kinesis
8 27 (0.50%) Google Cloud Platform
9 25 (0.46%) Google Analytics
10 15 (0.28%) PaaS
11 8 (0.15%) Amazon EMR
11 8 (0.15%) Office 365
12 7 (0.13%) Amazon S3
13 5 (0.092%) Boomi
13 5 (0.092%) Virtual Private Cloud
14 4 (0.074%) AWS Elastic Beanstalk
15 3 (0.055%) Amazon ElastiCache
15 3 (0.055%) IaaS
15 3 (0.055%) SoftLayer
Communications & Networking
1 32 (0.59%) SSL
2 21 (0.39%) Internet
3 19 (0.35%) SAN
4 17 (0.31%) S/MIME
5 15 (0.28%) FTP
6 13 (0.24%) TCP/IP
7 11 (0.20%) WAN
8 6 (0.11%) HTTP
9 5 (0.092%) NAS
9 5 (0.092%) Wi-Fi
9 5 (0.092%) Wireless
10 4 (0.074%) DNS
10 4 (0.074%) Kerberos
10 4 (0.074%) VoIP
11 3 (0.055%) Intranet
11 3 (0.055%) Remote Desktop
12 2 (0.037%) CDMA
12 2 (0.037%) GSM
12 2 (0.037%) LTE
12 2 (0.037%) WebEx
Database & Business Intelligence
1 2671 (49.35%) SQL Server
2 2571 (47.51%) Data Warehouse
3 2284 (42.20%) SQL Server Integration Services
4 1625 (30.03%) SQL Server Reporting Services
5 1195 (22.08%) SQL Server Analysis Services
6 831 (15.35%) Big Data
7 697 (12.88%) BusinessObjects
8 690 (12.75%) SQL Server 2008
9 672 (12.42%) SQL Server 2012
10 608 (11.23%) Hadoop
11 534 (9.87%) Relational Database
12 421 (7.78%) Oracle Database
13 404 (7.46%) QlikView
14 379 (7.00%) OLAP
15 313 (5.78%) NoSQL
16 279 (5.16%) SQL Server 2014
17 256 (4.73%) MySQL
18 252 (4.66%) Oracle BI EE
19 240 (4.43%) Data Mining
20 238 (4.40%) RDBMS
Development Applications
1 225 (4.16%) Talend Open Studio
2 221 (4.08%) Team Foundation Server
3 124 (2.29%) Visual Studio
4 100 (1.85%) Toad
5 97 (1.79%) JIRA
6 84 (1.55%) Subversion
7 76 (1.40%) ERwin
8 72 (1.33%) Git (software)
9 62 (1.15%) Jenkins
10 48 (0.89%) SQL Server Management Studio (SSMS)
11 41 (0.76%) Selenium
12 37 (0.68%) Mercurial
13 36 (0.67%) Oracle APEX
14 30 (0.55%) Octopus Deploy
15 28 (0.52%) VSS/SourceSafe
16 27 (0.50%) Eclipse
17 25 (0.46%) Maven
18 19 (0.35%) JUnit
19 18 (0.33%) Oracle Forms
20 16 (0.30%) Hudson
General
1 1606 (29.67%) Finance
2 405 (7.48%) Banking
3 379 (7.00%) Retail
4 266 (4.92%) Marketing
5 159 (2.94%) Telecoms
6 117 (2.16%) Legal
7 88 (1.63%) Publishing
8 86 (1.59%) Law
9 77 (1.42%) Investment Banking
10 68 (1.26%) Pharmaceutical
11 65 (1.20%) Advertising
12 55 (1.02%) Back Office
13 54 (1.00%) Front Office
14 53 (0.98%) Manufacturing
15 42 (0.78%) Games
16 38 (0.70%) Financial Institution
17 29 (0.54%) Retail Banking
18 27 (0.50%) Automotive
18 27 (0.50%) Electronics
19 22 (0.41%) Billing
Job Titles
1 2568 (47.45%) Developer
2 1067 (19.72%) SQL Developer
3 853 (15.76%) Business Intelligence Developer
4 717 (13.25%) Analyst
5 609 (11.25%) SSIS Developer
6 607 (11.22%) ETL Developer
7 580 (10.72%) Architect
8 394 (7.28%) Consultant
9 385 (7.11%) Senior Developer
10 367 (6.78%) SQL Server Developer
11 365 (6.74%) SQL BI Developer
12 338 (6.25%) DBA
13 324 (5.99%) Data Architect
14 313 (5.78%) Data Warehouse Developer
15 284 (5.25%) SSRS Developer
16 263 (4.86%) SQL DBA
17 252 (4.66%) Business Developer
18 249 (4.60%) Oracle Developer
19 213 (3.94%) Data Analyst
20 207 (3.82%) SSAS Developer
Libraries, Frameworks & Software Standards
1 667 (12.32%) .NET
2 508 (9.39%) XML
3 390 (7.21%) Web Services
4 309 (5.71%) MDX
5 269 (4.97%) ASP.NET
6 268 (4.95%) HTML
7 178 (3.29%) CSS
8 159 (2.94%) Middleware
9 148 (2.73%) SOAP
10 111 (2.05%) REST
11 109 (2.01%) .NET Framework
12 100 (1.85%) ASP.NET MVC
13 99 (1.83%) JSON
14 83 (1.53%) HTML5
15 81 (1.50%) jQuery
16 76 (1.40%) Oracle GoldenGate
17 69 (1.27%) XSLT
18 65 (1.20%) WebSphere MQ
19 63 (1.16%) WCF
20 59 (1.09%) J2EE
Miscellaneous
1 887 (16.39%) Analytical Skills
2 618 (11.42%) Data Integration
3 378 (6.98%) Visualisation
4 372 (6.87%) Computer Science
5 267 (4.93%) Management Information System
6 158 (2.92%) Replication
7 135 (2.49%) Mathematics
8 128 (2.37%) Data Structures
8 128 (2.37%) Enterprise Software
9 116 (2.14%) Clustering
10 87 (1.61%) Statistics
11 79 (1.46%) Fintech
12 73 (1.35%) Data Extraction
13 56 (1.03%) User Experience
14 44 (0.81%) Data Centre
15 40 (0.74%) NHS
16 37 (0.68%) Credit Risk
17 35 (0.65%) Algorithms
17 35 (0.65%) Data Conversion
18 28 (0.52%) Fixed Income
Operating Systems
1 368 (6.80%) Linux
2 283 (5.23%) Unix
3 256 (4.73%) Windows
4 62 (1.15%) Windows Server
5 28 (0.52%) AIX
6 24 (0.44%) Apple iOS
6 24 (0.44%) Windows Server 2003
7 23 (0.42%) Android
8 11 (0.20%) Red Hat Enterprise Linux
9 10 (0.18%) Windows Server 2012
10 8 (0.15%) Solaris
11 6 (0.11%) Windows 7
11 6 (0.11%) Windows Server 2008
12 4 (0.074%) zOS
13 3 (0.055%) CentOS
14 2 (0.037%) HPUX
14 2 (0.037%) SUSE
15 1 (0.018%) Fedora
15 1 (0.018%) FreeBSD
15 1 (0.018%) Windows 2000
Processes & Methodologies
1 2965 (54.79%) Business Intelligence
2 1188 (21.95%) Agile Software Development
3 1136 (20.99%) Data Modelling
4 1050 (19.40%) Analytics
5 753 (13.91%) Data Management
6 521 (9.63%) Migration
7 491 (9.07%) Performance Tuning
8 447 (8.26%) Kimball Methodology
9 446 (8.24%) ETL Development
10 406 (7.50%) Data Analysis
11 360 (6.65%) Data Architecture
11 360 (6.65%) SDLC
12 343 (6.34%) SOA
13 332 (6.13%) Data Migration
14 319 (5.89%) Data Analytics
15 305 (5.64%) Project Management
16 279 (5.16%) Dimensional Modelling
17 273 (5.04%) Scrum
18 254 (4.69%) Data Governance
19 251 (4.64%) Business Analysis
Programming Languages
1 3526 (65.15%) SQL
2 1219 (22.52%) T-SQL
3 630 (11.64%) C#
4 616 (11.38%) Java
5 488 (9.02%) PL/SQL
6 378 (6.98%) Python
7 315 (5.82%) JavaScript
8 197 (3.64%) R
9 185 (3.42%) Shell Script
10 120 (2.22%) VB.NET
11 119 (2.20%) VBA
12 83 (1.53%) PowerShell
13 79 (1.46%) Scala
14 71 (1.31%) VB
15 66 (1.22%) C++
16 54 (1.00%) C
17 49 (0.91%) PHP
18 44 (0.81%) Perl
19 41 (0.76%) Apex Code
20 38 (0.70%) Data Analysis Expressions (DAX)
Qualifications
1 810 (14.97%) Degree
2 127 (2.35%) Security Cleared
3 103 (1.90%) Microsoft Certification
4 67 (1.24%) ISEB
5 49 (0.91%) SC Cleared
6 37 (0.68%) MCITP
7 34 (0.63%) Oracle Certification
8 32 (0.59%) PhD
9 30 (0.55%) DV Cleared
10 24 (0.44%) PMI Certification
11 20 (0.37%) PMP
12 15 (0.28%) MCSD
13 14 (0.26%) MCSE
14 13 (0.24%) PRINCE2 Practitioner
15 12 (0.22%) ISTQB
16 10 (0.18%) PRINCE2 Certification
17 9 (0.17%) BPSS Clearance
18 8 (0.15%) ISTQB Foundation Certification
18 8 (0.15%) MCDBA
18 8 (0.15%) MCTS
Quality Assurance & Compliance
1 532 (9.83%) Data Quality
2 181 (3.34%) QA
3 56 (1.03%) SLA
4 19 (0.35%) PCI DSS
5 15 (0.28%) Solvency II
6 10 (0.18%) ISO/IEC 27001
7 6 (0.11%) ISO 9001
7 6 (0.11%) MiFID
8 5 (0.092%) Basel II
8 5 (0.092%) COREP
8 5 (0.092%) CRD IV
8 5 (0.092%) EMIR
8 5 (0.092%) FINREP
8 5 (0.092%) ISO 14001
9 4 (0.074%) Sarbanes-Oxley
10 2 (0.037%) COBIT
11 1 (0.018%) Dodd-Frank
11 1 (0.018%) GAAP
11 1 (0.018%) HL7
11 1 (0.018%) IAS 39
System Software
1 98 (1.81%) HDFS
2 79 (1.46%) Apache Flume
3 25 (0.46%) VMware Infrastructure
4 24 (0.44%) Active Directory
5 21 (0.39%) Oracle RAC
6 9 (0.17%) Apache ZooKeeper
7 8 (0.15%) Docker
8 5 (0.092%) Cronacle
8 5 (0.092%) Hyper-V
8 5 (0.092%) Tivoli Workload Scheduler
9 3 (0.055%) VirtualBox
9 3 (0.055%) Xen
10 2 (0.037%) Ceph
10 2 (0.037%) vSphere
11 1 (0.018%) Firmware
11 1 (0.018%) KVM
11 1 (0.018%) Microsoft Virtual Server
11 1 (0.018%) Samba
11 1 (0.018%) XenServer
Systems Management
1 57 (1.05%) Puppet
2 52 (0.96%) Oozie
3 50 (0.92%) Hadoop YARN
4 33 (0.61%) Opscode Chef
5 31 (0.57%) Control-M
6 26 (0.48%) Ansible
7 21 (0.39%) Data Guard
8 14 (0.26%) HP Quality Center
9 12 (0.22%) Jitterbit
9 12 (0.22%) Oracle RMAN
10 6 (0.11%) OpenView
11 5 (0.092%) Ambari
11 5 (0.092%) MOM
11 5 (0.092%) Perfmon
11 5 (0.092%) Tivoli
12 4 (0.074%) Mesos
12 4 (0.074%) Nagios
12 4 (0.074%) Oracle ZFS
12 4 (0.074%) ZABBIX
13 3 (0.055%) Oracle Enterprise Manager
Vendors
1 1530 (28.27%) Oracle
2 1422 (26.27%) Microsoft
3 651 (12.03%) Informatica
4 536 (9.90%) SAP
5 475 (8.78%) Tableau
6 239 (4.42%) Cognos
7 225 (4.16%) Talend
8 204 (3.77%) IBM
9 199 (3.68%) Teradata
10 137 (2.53%) Ab Initio
11 135 (2.49%) Netezza
12 129 (2.38%) Cloudera
13 118 (2.18%) Hortonworks
14 107 (1.98%) Salesforce.com
15 86 (1.59%) Hyperion
16 71 (1.31%) MicroStrategy
17 69 (1.27%) Sybase
18 67 (1.24%) Greenplum
19 66 (1.22%) MapR
20 47 (0.87%) InterSystems
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 13 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £45000 per annum
Posted: 14 hours ago
London
Redrock Consulting Ltd
Salary: £65000 - £80000 per annum
Posted: 14 hours ago
North London
Agile Recruitment
Salary: Based on Experience + Bonus + Benefits
Posted: 15 hours ago
Newcastle Upon Tyne, Tyne and Wear
Northern Recruitment Group
Salary: Up to £50,000 per annum
Posted: 15 hours ago
Hull, North Humberside
Spring Technology
Salary: £45000.00 - £70000.00 per annum
Posted: 16 hours ago
City, London
The Collinson Group
Salary: From £60,000 to £70,000 per annum
Posted: 16 hours ago
London
Lorien Resourcing
Salary: Excellent benefits
Posted: 17 hours ago
City, London
Cognizant
Posted: 18 hours ago
London
Technology People UK
Salary: Up to £60,000 + Benefits + Bonus
Posted: 18 hours ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 18 hours ago
Salford, Lancashire
Maclean Moore Consulting
Salary: From £35,000 to £50,000 per annum
Posted: 19 hours ago
Burton-On-Trent, Staffordshire
Erin Associates
Salary: £40000 - £45000 per annum + Benefits
Posted: 19 hours ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 21 hours ago
Wolverhampton, West Midlands (County)
Opus IT Consulting
Salary: £30000 - £40000 per annum + 20% bonus and bens
Posted: 22 hours ago
London
McGregor Boyall
Salary: £32000 - £45000 per annum + Benefits
Posted: 22 hours ago
City, London
ANSON MCCADE
Salary: £55,000 -£90,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £35,000-£50,000(Plus excellent Package!!)
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £70,000 - £90,000 (Plus Excellent Package!!)
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £40,000 to £50,000 basic (Plus substantial package)
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £50,000 to £70,000 basic (Plus substantial package)
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £40,000 to £50,000 basic (Plus substantial package)
Posted: Yesterday
Manchester, Lancashire
KDR
Salary: £40000 - £65000 per annum + Pension
Posted: Yesterday
London
Venturi
Salary: £50000.00 - £55000.00 per annum + 20% bonus & benefits
Posted: Yesterday
Berkshire
Venturi
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: Yesterday