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 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 95 134 147
Rank change year-on-year
+39 +13
Permanent jobs citing ETL 2819 2301 2090
As % of all permanent IT jobs located in England 2.98% 2.36% 2.18%
As % of the Processes & Methodologies category 3.43% 2.77% 2.56%
Number of salaries quoted 2329 1916 1721
Average salary £52,000 £52,500 £52,500
Average salary % change year-on-year
-0.95% -
90% offered a salary of more than £35,000 £35,500 £35,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London average salary £45,000 £44,500 £45,000
% change year-on-year
+1.12% -1.11%
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
82255 83057 81542
As % of all permanent IT jobs located in England 86.87% 85.16% 84.96%
Number of salaries quoted 69160 68835 65687
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 5 February 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 5 February 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 +7 1420 £57,500 -2.33% 215
South East +71 502 £47,500 -5.00% 57
Yorkshire +78 255 £40,000 - 40
West Midlands +55 189 £43,000 +1.17% 26
South West +10 138 £40,000 - 31
East of England +5 109 £50,000 -4.76% 15
North West +6 104 £42,250 +1.19% 27
East Midlands -25 81 £50,000 +17.64% 11
North East +2 15 £39,583 -5.75% 5
Midlands - 8 £66,250 -
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 5 February 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 3667 (64.72%) SQL
2 3063 (54.06%) Business Intelligence
3 2694 (47.55%) SQL Server
4 2595 (45.80%) Data Warehouse
5 2480 (43.77%) SQL Server Integration Services
6 1789 (31.57%) SQL Server Reporting Services
7 1717 (30.30%) Finance
8 1497 (26.42%) Oracle
9 1444 (25.49%) Microsoft
10 1357 (23.95%) T-SQL
11 1308 (23.09%) Data Modelling
12 1284 (22.66%) SQL Server Analysis Services
13 1241 (21.90%) Agile Software Development
14 1019 (17.98%) Analytics
15 895 (15.80%) Degree
16 860 (15.18%) Analytical Skills
17 841 (14.84%) MS Excel
18 823 (14.53%) Big Data
19 739 (13.04%) Data Management
20 733 (12.94%) SQL Server 2008
21 685 (12.09%) Informatica
22 673 (11.88%) .NET
23 648 (11.44%) Data Integration
24 646 (11.40%) SQL Server 2012
25 608 (10.73%) C#
26 592 (10.45%) BusinessObjects
27 565 (9.97%) Java
28 558 (9.85%) Migration
29 556 (9.81%) Data Quality
30 546 (9.64%) Hadoop

ETL
Top Related IT Skills in England by Category

For the 6 months to 5 February 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
1 345 (6.09%) SAS
2 262 (4.62%) SharePoint
3 147 (2.59%) Apache Spark
4 96 (1.69%) BizTalk Server
5 91 (1.61%) Apache Pig
6 77 (1.36%) WebSphere
7 75 (1.32%) Apache
8 67 (1.18%) Elasticsearch
9 58 (1.02%) IIS
10 45 (0.79%) CMS
11 33 (0.58%) Tomcat
12 31 (0.55%) Apache Solr
13 23 (0.41%) Node.js
14 22 (0.39%) WebLogic
15 17 (0.30%) Confluence
16 14 (0.25%) Oracle Workflow
17 13 (0.23%) JBoss
17 13 (0.23%) Oracle SOA Suite
18 12 (0.21%) SharePoint 2010
19 10 (0.18%) Oracle Service Bus
Applications
1 841 (14.84%) MS Excel
2 116 (2.05%) MS Office
3 108 (1.91%) SPSS
4 95 (1.68%) PowerPivot
5 53 (0.94%) MS Visio
6 30 (0.53%) MS PowerPoint
7 14 (0.25%) Spreadsheet
8 7 (0.12%) MS Project
9 2 (0.035%) GNU Octave
9 2 (0.035%) S-PLUS
Business Applications
1 96 (1.69%) Oracle EBS
2 51 (0.90%) Oracle EBS R12
3 50 (0.88%) Markit EDM
4 45 (0.79%) Dynamics CRM
5 36 (0.64%) FastStats
5 36 (0.64%) SAP Oil and Gas
6 32 (0.56%) Cognos Business Intelligence
7 29 (0.51%) Dynamics AX
8 23 (0.41%) thinkFolio
9 21 (0.37%) HFM
10 17 (0.30%) Oracle ERP
11 15 (0.26%) BusinessWare
11 15 (0.26%) SAP FI
12 14 (0.25%) Oracle 11i
13 12 (0.21%) Oracle Retail
14 11 (0.19%) Cognos TM1
15 10 (0.18%) Hyperion Planning
15 10 (0.18%) Oracle General Ledger
15 10 (0.18%) SAP MM
16 9 (0.16%) FastStats PeopleStage
Cloud Services
1 135 (2.38%) Amazon AWS
2 133 (2.35%) Microsoft Azure
3 82 (1.45%) SaaS
4 42 (0.74%) Cloud Computing
5 31 (0.55%) Google Cloud Platform
6 29 (0.51%) Amazon EC2
7 28 (0.49%) GitHub
8 22 (0.39%) Force.com
8 22 (0.39%) Office 365
9 17 (0.30%) Amazon Kinesis
9 17 (0.30%) Google Analytics
9 17 (0.30%) PaaS
10 12 (0.21%) Amazon EMR
11 11 (0.19%) Amazon S3
12 10 (0.18%) IaaS
13 6 (0.11%) Google Compute Engine
14 5 (0.088%) SoftLayer
14 5 (0.088%) Virtual Private Cloud
15 4 (0.071%) Boomi
16 2 (0.035%) Heroku
Communications & Networking
1 44 (0.78%) SAN
2 33 (0.58%) Internet
3 29 (0.51%) NAS
4 27 (0.48%) FTP
5 17 (0.30%) SSL
6 11 (0.19%) S/MIME
7 10 (0.18%) WAN
8 8 (0.14%) Wireless
9 7 (0.12%) Firewall
9 7 (0.12%) VLAN
10 6 (0.11%) SMTP
11 5 (0.088%) DNS
11 5 (0.088%) LDAP
11 5 (0.088%) TCP/IP
12 4 (0.071%) Intranet
12 4 (0.071%) Kerberos
12 4 (0.071%) MVNO
12 4 (0.071%) VoIP
12 4 (0.071%) Wi-Fi
13 3 (0.053%) Unified Communications
Database & Business Intelligence
1 2694 (47.55%) SQL Server
2 2595 (45.80%) Data Warehouse
3 2480 (43.77%) SQL Server Integration Services
4 1789 (31.57%) SQL Server Reporting Services
5 1284 (22.66%) SQL Server Analysis Services
6 823 (14.53%) Big Data
7 733 (12.94%) SQL Server 2008
8 646 (11.40%) SQL Server 2012
9 592 (10.45%) BusinessObjects
10 546 (9.64%) Hadoop
11 532 (9.39%) Relational Database
12 454 (8.01%) OLAP
13 400 (7.06%) Oracle Database
14 375 (6.62%) QlikView
15 314 (5.54%) Oracle BI EE
16 291 (5.14%) Oracle ODI
17 290 (5.12%) NoSQL
18 260 (4.59%) RDBMS
19 248 (4.38%) Data Mining
20 244 (4.31%) SQL Server 2005
Development Applications
1 305 (5.38%) Team Foundation Server
2 232 (4.09%) Talend Open Studio
3 140 (2.47%) Visual Studio
4 121 (2.14%) Subversion
5 116 (2.05%) JIRA
6 89 (1.57%) Toad
7 72 (1.27%) ERwin
8 67 (1.18%) Git (software)
9 57 (1.01%) Mercurial
10 53 (0.94%) VSS/SourceSafe
11 49 (0.86%) SQL Server Management Studio (SSMS)
12 42 (0.74%) HP UFT
13 38 (0.67%) Oracle Forms
14 33 (0.58%) Jenkins
15 32 (0.56%) MSTest
16 30 (0.53%) PowerDesigner
17 29 (0.51%) Eclipse
18 27 (0.48%) Octopus Deploy
19 26 (0.46%) JUnit
20 20 (0.35%) Oracle APEX
General
1 1717 (30.30%) Finance
2 444 (7.84%) Banking
3 440 (7.77%) Retail
4 279 (4.92%) Marketing
5 176 (3.11%) Telecoms
6 98 (1.73%) Legal
7 96 (1.69%) Investment Banking
8 89 (1.57%) Pharmaceutical
9 77 (1.36%) Advertising
10 69 (1.22%) Back Office
11 67 (1.18%) Front Office
12 65 (1.15%) Law
13 62 (1.09%) Manufacturing
14 59 (1.04%) Financial Institution
15 57 (1.01%) Games
16 50 (0.88%) Publishing
17 48 (0.85%) Automotive
18 44 (0.78%) Retail Banking
19 33 (0.58%) Electronics
20 24 (0.42%) Billing
Job Titles
1 2583 (45.59%) Developer
2 1131 (19.96%) SQL Developer
3 893 (15.76%) Business Intelligence Developer
4 784 (13.84%) Analyst
5 647 (11.42%) Architect
6 602 (10.62%) ETL Developer
7 418 (7.38%) Consultant
8 388 (6.85%) Senior Developer
9 376 (6.64%) SQL BI Developer
10 364 (6.42%) SQL Server Developer
11 359 (6.34%) DBA
12 331 (5.84%) Data Architect
13 325 (5.74%) Data Warehouse Developer
14 288 (5.08%) SQL DBA
15 280 (4.94%) Business Developer
16 243 (4.29%) T-SQL Developer
17 237 (4.18%) Oracle Developer
18 215 (3.79%) Business Intelligence Analyst
19 211 (3.72%) SQL Analyst
20 209 (3.69%) Data Analyst
Libraries, Frameworks & Software Standards
1 673 (11.88%) .NET
2 526 (9.28%) XML
3 358 (6.32%) Web Services
4 330 (5.82%) MDX
5 251 (4.43%) ASP.NET
6 215 (3.79%) HTML
7 152 (2.68%) CSS
8 145 (2.56%) Middleware
9 129 (2.28%) SOAP
10 107 (1.89%) .NET Framework
11 99 (1.75%) REST
12 94 (1.66%) ASP.NET MVC
13 88 (1.55%) HTML5
14 78 (1.38%) Oracle GoldenGate
15 68 (1.20%) jQuery
15 68 (1.20%) XSLT
16 67 (1.18%) JSON
17 65 (1.15%) AngularJS
18 60 (1.06%) J2EE
19 57 (1.01%) Ajax
Miscellaneous
1 860 (15.18%) Analytical Skills
2 648 (11.44%) Data Integration
3 412 (7.27%) Computer Science
4 333 (5.88%) Visualisation
5 269 (4.75%) Management Information System
6 198 (3.49%) Replication
7 164 (2.89%) Mathematics
8 159 (2.81%) Data Structures
9 140 (2.47%) Clustering
10 128 (2.26%) Enterprise Software
11 96 (1.69%) Statistics
12 94 (1.66%) Data Extraction
13 78 (1.38%) NHS
14 60 (1.06%) Fintech
15 52 (0.92%) User Experience
16 44 (0.78%) Equities
17 41 (0.72%) Fixed Income
18 40 (0.71%) Data Centre
19 37 (0.65%) Data Conversion
19 37 (0.65%) Reference Data
Operating Systems
1 398 (7.02%) Linux
2 368 (6.49%) Unix
3 316 (5.58%) Windows
4 50 (0.88%) Windows Server
5 34 (0.60%) AIX
6 15 (0.26%) Android
6 15 (0.26%) Apple iOS
7 13 (0.23%) Solaris
8 11 (0.19%) Windows Server 2012
9 10 (0.18%) Windows 7
9 10 (0.18%) zOS
10 9 (0.16%) Windows Server 2003
11 8 (0.14%) Windows XP
12 7 (0.12%) CentOS
12 7 (0.12%) Red Hat Enterprise Linux
12 7 (0.12%) Windows Server 2008
13 6 (0.11%) Windows 8
14 2 (0.035%) SUSE Linux Enterprise Server
15 1 (0.018%) HPUX
15 1 (0.018%) Windows 2000
Processes & Methodologies
1 3063 (54.06%) Business Intelligence
2 1308 (23.09%) Data Modelling
3 1241 (21.90%) Agile Software Development
4 1019 (17.98%) Analytics
5 739 (13.04%) Data Management
6 558 (9.85%) Migration
7 501 (8.84%) Performance Tuning
8 482 (8.51%) ETL Development
9 395 (6.97%) Data Analysis
10 394 (6.95%) SDLC
11 389 (6.87%) Kimball Methodology
12 373 (6.58%) Data Architecture
13 367 (6.48%) Data Migration
14 342 (6.04%) Project Management
15 338 (5.97%) Data Analytics
16 294 (5.19%) SOA
17 276 (4.87%) Stakeholder Management
18 262 (4.62%) CRM
19 261 (4.61%) Mentoring
20 257 (4.54%) Scrum
Programming Languages
1 3667 (64.72%) SQL
2 1357 (23.95%) T-SQL
3 608 (10.73%) C#
4 565 (9.97%) Java
5 443 (7.82%) PL/SQL
6 384 (6.78%) Python
7 323 (5.70%) JavaScript
8 180 (3.18%) Shell Script
9 172 (3.04%) R
10 134 (2.36%) VBA
11 121 (2.14%) VB.NET
12 110 (1.94%) Perl
13 81 (1.43%) Scala
14 78 (1.38%) PowerShell
15 74 (1.31%) VB
16 61 (1.08%) C
17 52 (0.92%) PHP
18 49 (0.86%) C++
19 44 (0.78%) Ruby
20 41 (0.72%) Data Analysis Expressions (DAX)
Qualifications
1 895 (15.80%) Degree
2 125 (2.21%) Security Cleared
3 124 (2.19%) Microsoft Certification
4 90 (1.59%) ISEB
5 58 (1.02%) SC Cleared
6 55 (0.97%) MCITP
7 46 (0.81%) PhD
8 34 (0.60%) Oracle Certification
9 30 (0.53%) DV Cleared
10 25 (0.44%) ISTQB
11 22 (0.39%) PMI Certification
12 21 (0.37%) MCSD
13 19 (0.34%) BPSS Clearance
14 18 (0.32%) PMP
15 15 (0.26%) PRINCE2 Practitioner
16 14 (0.25%) ISTQB Foundation Certification
17 12 (0.21%) ITIL Certification
17 12 (0.21%) MCDBA
18 10 (0.18%) MCSE
19 8 (0.14%) MCTS
Quality Assurance & Compliance
1 556 (9.81%) Data Quality
2 191 (3.37%) QA
3 42 (0.74%) SLA
4 22 (0.39%) Solvency II
5 17 (0.30%) CRD IV
6 16 (0.28%) ISO/IEC 27001
7 11 (0.19%) PCI DSS
8 10 (0.18%) MiFID
9 9 (0.16%) EMIR
9 9 (0.16%) JSP 440
9 9 (0.16%) Sarbanes-Oxley
10 5 (0.088%) FINREP
10 5 (0.088%) GPG13
10 5 (0.088%) ISO22301
11 4 (0.071%) COREP
12 3 (0.053%) ISO 9001
13 2 (0.035%) COBIT
13 2 (0.035%) ISO 14001
14 1 (0.018%) IAS 39
14 1 (0.018%) ISO/IEC 20000
System Software
1 74 (1.31%) HDFS
2 50 (0.88%) Apache Flume
3 48 (0.85%) VMware Infrastructure
4 41 (0.72%) Oracle RAC
5 25 (0.44%) Firmware
6 24 (0.42%) Active Directory
7 23 (0.41%) SRDF
8 12 (0.21%) Apache ZooKeeper
9 8 (0.14%) Hyper-V
10 7 (0.12%) Cronacle
11 5 (0.088%) Oracle Clusterware
12 4 (0.071%) VMware ESX
13 2 (0.035%) VirtualBox
13 2 (0.035%) vSphere
13 2 (0.035%) Xen
14 1 (0.018%) Docker
14 1 (0.018%) Tivoli Workload Scheduler
Systems Management
1 65 (1.15%) HP Quality Center
2 48 (0.85%) Puppet
3 41 (0.72%) Oozie
4 34 (0.60%) Control-M
4 34 (0.60%) Opscode Chef
5 27 (0.48%) Data Guard
6 23 (0.41%) Ansible
6 23 (0.41%) EMC VPLEX
6 23 (0.41%) Hadoop YARN
7 20 (0.35%) Oracle RMAN
8 17 (0.30%) Oracle Enterprise Manager
9 10 (0.18%) Oracle EDQ
9 10 (0.18%) SCCM
10 9 (0.16%) Ambari
11 7 (0.12%) Jitterbit
11 7 (0.12%) Oracle Flashback
12 6 (0.11%) OpenView
12 6 (0.11%) Systems Management Server (SMS)
13 5 (0.088%) Dollar Universe
13 5 (0.088%) ZABBIX
Vendors
1 1497 (26.42%) Oracle
2 1444 (25.49%) Microsoft
3 685 (12.09%) Informatica
4 514 (9.07%) Tableau
5 498 (8.79%) SAP
6 280 (4.94%) IBM
7 268 (4.73%) Cognos
8 232 (4.09%) Talend
9 230 (4.06%) Teradata
10 158 (2.79%) Ab Initio
11 138 (2.44%) Netezza
12 124 (2.19%) Sybase
13 114 (2.01%) Cloudera
14 106 (1.87%) Hyperion
15 93 (1.64%) Hortonworks
16 82 (1.45%) MicroStrategy
17 74 (1.31%) Greenplum
18 60 (1.06%) VMware
19 57 (1.01%) Salesforce.com
20 52 (0.92%) Siebel
City, London
Third Republic Ltd
Salary: Very competitive salary & bens package
Posted: 8 hours ago
City, London
Harris Rubbert Associates
Salary: £55,000 per annum + Bonus + Benefits
Posted: Yesterday
Kent
ARC IT Recruitment Ltd
Salary: £35000 - £40000 Per Annum Plus Bonus and Benefits
Posted: Yesterday
Leeds, West Yorkshire
Spring Technology
Salary: £45000 - £50000 per annum
Posted: Yesterday
London
Colston Consulting
Salary: £0 - £65000 per annum, Benefits 17% salary flex benefits + bonus
Posted: Yesterday
Huddersfield, West Yorkshire
Spring Technology
Salary: £28000 - £32000 per annum
Posted: Yesterday
City, London
Redrock Consulting Ltd
Salary: £40000 - £70000 per annum
Posted: Yesterday
South West London
Energon People
Salary: £60000.00 - £70000.00 per annum + bonus + benefits
Posted: Yesterday
London
Hays Finance Technology
Salary: £50000.00 - £70000.00 per annum + Competitive Base + Bonus
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Bonus + benefits
Posted: Yesterday
Slough, Berkshire
TD Group
Salary: Competitive plus package (Car, Pension, Bonus, 25 days Holiday, more)
Posted: Yesterday
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum
Posted: Yesterday
London
Mahler Consulting
Salary: Bens
Posted: Yesterday
Somerset
ISL
Salary: £25000.00 - £38000.00 per annum
Posted: Yesterday
Surrey
BARCLAY ANDERSON LIMITED
Salary: From £30,000 to £35,000 per annum
Posted: Yesterday
City, London
Pioneer Search
Salary: £60000.00 - £65000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Pioneer Search
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Oxbridge Answers
Salary: 55-65k
Posted: Yesterday
Cheadle, Cheshire
DCS Recruitment
Salary: £35000 - £40000 per annum
Posted: Yesterday
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: Yesterday
Leeds, West Yorkshire
Spring Technology
Salary: £45000.00 - £50000.00 per annum
Posted: Yesterday
London
Tech
Salary: From £40,000 to £55,000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £45000 - £50000 per annum + Negotiable
Posted: Yesterday
Romford, Essex
Montash
Salary: £55000 - £60000 per annum + Bonus, Pension, Health
Posted: Yesterday
London
Lifecycle Resources Ltd
Salary: bonus and benefits package
Posted: Yesterday
City, London
Next Ventures Ltd
Salary: From £40,000 to £50,000 per annum Excellent corporate benefits and bon
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: Yesterday
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £65,000 per annum + bonus + excellent benefits
Posted: Yesterday
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £45000 - £55000 per annum
Posted: Yesterday