The table below looks at the statistics for ETL skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 22 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Dec 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 120 122 118
Rank change year-on-year
+2 -4
Permanent jobs citing ETL 2655 2608 2709
As % of all permanent IT jobs located in the UK 2.39% 2.39% 2.36%
As % of the Processes & Methodologies category 2.90% 2.92% 2.97%
Number of salaries quoted 2185 2139 2315
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £35,000 £35,000 £34,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London average salary £45,000 £43,082 £44,500
% change year-on-year
+4.45% -3.18%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
91483 89221 91345
As % of all permanent IT jobs located in the UK 82.29% 81.86% 79.59%
Number of salaries quoted 75482 71477 77760
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £70,000 £72,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

ETL
Jobs Demand Trend

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

ETL Jobs Demand Trend in the UK

ETL
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL within the UK.

ETL Salary Trend in the UK

ETL
Salary Histogram

This chart provides a salary histogram for IT jobs citing ETL over the 3 months to 22 December 2014 within the UK.

ETL Salary Histogram in the UK

ETL
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the UK over the 3 months to 22 December 2014. 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
England -2 2482 £52,500 - 268
London +7 1392 £57,500 +4.54% 122
City of London +10 384 £60,000 +9.09% 53
South East -37 307 £50,000 - 37
Yorkshire +2 180 £45,000 +12.50% 26
West Yorkshire +4 152 £46,500 +17.72% 19
East of England -12 126 £52,500 +29.62% 9
South West -3 122 £40,000 +14.28% 26
North West +4 117 £42,000 - 22
West Midlands -13 107 £42,000 -6.66% 10
Leeds +6 106 £55,000 +39.24% 11
Berkshire -9 103 £50,000 - 10
East Midlands +89 101 £45,000 +4.25% 12
Scotland -21 81 £42,500 -2.85% 10
Bristol +36 75 £40,500 +8.00% 13
Wales +40 62 £36,500 -5.88% 9
South Wales +40 61 £35,750 -7.81% 9
Manchester -14 61 £40,000 +8.10% 11
Surrey -47 57 £62,500 +19.04% 9
Nottinghamshire +53 51 £41,000 -8.88% 5
Nottingham +45 49 £42,000 -6.66% 5
Hampshire +1 46 £48,000 -4.00% 6
Cardiff +34 42 £35,000 -6.66% 6
Cambridgeshire +29 42 £60,000 +29.72% 1
Essex +16 42 £47,500 -17.39% 1
Northamptonshire - 39 £56,250 - 4
Birmingham -5 36 £42,000 -11.57% 2
Hertfordshire -25 36 £51,250 +46.42% 5
Glasgow -8 34 £40,000 +3.89% 5
Cheshire -10 33 £44,000 -2.22% 9

ETL
Top 30 Related IT Skills

For the 6 months to 22 December 2014, IT jobs within the UK 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 3515 (64.39%) SQL
2 3075 (56.33%) Business Intelligence
3 2804 (51.36%) Data Warehouse
4 2613 (47.87%) SQL Server
5 2234 (40.92%) SQL Server Integration Services
6 1873 (34.31%) Oracle
7 1652 (30.26%) Finance
8 1558 (28.54%) SQL Server Reporting Services
9 1265 (23.17%) T-SQL
10 1247 (22.84%) Microsoft
11 1222 (22.39%) SQL Server Analysis Services
12 1106 (20.26%) Data Modelling
13 1018 (18.65%) Agile Software Development
14 908 (16.63%) Informatica
15 873 (15.99%) Analytical Skills
16 858 (15.72%) SQL Server 2008
17 776 (14.22%) MS Excel
18 772 (14.14%) Analytics
19 683 (12.51%) Relational Database
20 659 (12.07%) .NET
21 651 (11.93%) OLAP
22 649 (11.89%) Business Objects
23 607 (11.12%) Degree
24 599 (10.97%) Java
25 592 (10.84%) Data Management
26 565 (10.35%) SAP
27 564 (10.33%) Cognos
28 553 (10.13%) C#
29 547 (10.02%) Banking
30 523 (9.58%) XML

ETL
Top Related IT Skills by Category

For the 6 months to 22 December 2014, IT jobs within the UK 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
1 371 (6.80%) SharePoint
2 340 (6.23%) SAS
3 85 (1.56%) WebSphere
4 61 (1.12%) JBoss
5 60 (1.10%) WebLogic
6 47 (0.86%) Oracle Service Bus
7 46 (0.84%) SharePoint 2010
8 42 (0.77%) Tomcat
8 42 (0.77%) Apache Pig
9 38 (0.70%) Oracle SOA Suite
10 36 (0.66%) BizTalk Server
11 35 (0.64%) IIS
11 35 (0.64%) Apache
12 31 (0.57%) NetWeaver
13 25 (0.46%) CMS
14 24 (0.44%) Documentum
14 24 (0.44%) Apache Spark
15 17 (0.31%) SharePoint 2013
15 17 (0.31%) Elasticsearch
16 16 (0.29%) Oracle Workflow
Applications
1 776 (14.22%) MS Excel
2 154 (2.82%) MS Office
3 87 (1.59%) PowerPivot
4 66 (1.21%) SPSS
5 42 (0.77%) MS Visio
6 35 (0.64%) MS PowerPoint
7 34 (0.62%) Spreadsheet
8 17 (0.31%) MS Project
9 10 (0.18%) FastStats
10 2 (0.037%) Photoshop
10 2 (0.037%) Adobe Illustrator
11 1 (0.018%) S-PLUS
Business Applications
1 183 (3.35%) Cognos Business Intelligence
2 100 (1.83%) Oracle EBS
3 72 (1.32%) Cognos TM1
4 52 (0.95%) HFM
5 50 (0.92%) Dynamics CRM
6 46 (0.84%) Oracle ERP
7 37 (0.68%) Dynamics AX
8 21 (0.38%) SAP BPC
9 17 (0.31%) Hyperion Planning
10 16 (0.29%) Dynamics NAV
11 15 (0.27%) Markit EDM
12 14 (0.26%) Oracle EBS R12
12 14 (0.26%) Agresso
13 13 (0.24%) Oracle Applications
14 12 (0.22%) SAP MDM
15 10 (0.18%) Oracle 11i
15 10 (0.18%) Google Analytics
16 9 (0.16%) SAP ERP
16 9 (0.16%) Oracle General Ledger
16 9 (0.16%) Oracle BPM
Cloud Services
1 44 (0.81%) SaaS
2 22 (0.40%) Office 365
3 20 (0.37%) Amazon AWS
4 18 (0.33%) PaaS
5 15 (0.27%) Cloud Computing
6 12 (0.22%) Amazon EC2
7 10 (0.18%) Force.com
7 10 (0.18%) Microsoft Azure
8 9 (0.16%) Google Cloud Platform
9 8 (0.15%) IaaS
10 5 (0.092%) Amazon EMR
10 5 (0.092%) Route 53
10 5 (0.092%) GitHub
10 5 (0.092%) Amazon SQS
10 5 (0.092%) Amazon S3
11 4 (0.073%) Google Apps
12 1 (0.018%) Heroku
Communications & Networking
1 76 (1.39%) Internet
2 32 (0.59%) Intranet
3 30 (0.55%) WAN
4 29 (0.53%) LAN
4 29 (0.53%) FTP
5 26 (0.48%) PBX
6 20 (0.37%) HTTP
6 20 (0.37%) DNS
7 19 (0.35%) MPLS
8 18 (0.33%) SAN
9 16 (0.29%) TCP/IP
10 11 (0.20%) DHCP
10 11 (0.20%) Extranet
11 10 (0.18%) Firewall
12 5 (0.092%) VLAN
12 5 (0.092%) ATM
13 4 (0.073%) Kerberos
13 4 (0.073%) IPv4
13 4 (0.073%) IPv6
13 4 (0.073%) Network Security
Database & Business Intelligence
1 2804 (51.36%) Data Warehouse
2 2613 (47.87%) SQL Server
3 2234 (40.92%) SQL Server Integration Services
4 1558 (28.54%) SQL Server Reporting Services
5 1222 (22.39%) SQL Server Analysis Services
6 858 (15.72%) SQL Server 2008
7 683 (12.51%) Relational Database
8 651 (11.93%) OLAP
9 504 (9.23%) SQL Server 2012
10 503 (9.21%) Big Data
11 445 (8.15%) Oracle Database
12 416 (7.62%) Oracle BI EE
13 404 (7.40%) RDBMS
14 394 (7.22%) QlikView
15 351 (6.43%) SQL Server 2005
16 340 (6.23%) DataStage
17 337 (6.17%) Hadoop
18 312 (5.72%) Oracle ODI
19 270 (4.95%) Data Mining
20 236 (4.32%) OLAP Cube
Development Applications
1 178 (3.26%) Team Foundation Server
2 175 (3.21%) Visual Studio
3 116 (2.12%) Toad
4 111 (2.03%) Talend Open Studio
5 82 (1.50%) Subversion
6 67 (1.23%) Git (software)
7 55 (1.01%) JIRA
8 47 (0.86%) SQL Server Management Studio (SSMS)
9 44 (0.81%) QuickTest Pro
10 38 (0.70%) Maven
11 33 (0.60%) Oracle Forms
12 29 (0.53%) Hudson
13 23 (0.42%) Jenkins
14 22 (0.40%) SoapUI
15 21 (0.38%) Visual Studio Team System
16 20 (0.37%) ERwin
16 20 (0.37%) JUnit
17 18 (0.33%) Eclipse
17 18 (0.33%) Oracle APEX
18 16 (0.29%) VSS/SourceSafe
General
1 1652 (30.26%) Finance
2 547 (10.02%) Banking
3 359 (6.58%) Retail
4 304 (5.57%) Marketing
5 195 (3.57%) Legal
6 164 (3.00%) Telecoms
7 122 (2.23%) Investment Banking
8 86 (1.58%) Advertising
9 74 (1.36%) Games
10 71 (1.30%) Front Office
11 61 (1.12%) Manufacturing
12 59 (1.08%) Law
13 54 (0.99%) Pharmaceutical
14 41 (0.75%) Publishing
15 31 (0.57%) Back Office
16 22 (0.40%) Aerospace
17 19 (0.35%) Billing
18 18 (0.33%) General Ledger
19 16 (0.29%) Financial Institution
20 15 (0.27%) French Language
Job Titles
1 2442 (44.73%) Developer
2 804 (14.73%) Business Intelligence Developer
3 762 (13.96%) Analyst
4 574 (10.51%) Architect
5 565 (10.35%) Consultant
6 549 (10.06%) SQL Developer
7 356 (6.52%) Senior Developer
8 332 (6.08%) Business Developer
9 317 (5.81%) DBA
10 309 (5.66%) ETL Developer
11 247 (4.52%) Business Analyst
12 230 (4.21%) Data Architect
13 227 (4.16%) Data Warehouse Developer
14 199 (3.65%) Business Intelligence Consultant
15 193 (3.54%) Data Analyst
16 191 (3.50%) SQL DBA
17 163 (2.99%) Database Developer
18 157 (2.88%) Business Intelligence Analyst
19 155 (2.84%) Solutions Architect
20 154 (2.82%) Team Leader
Libraries, Frameworks & Software Standards
1 659 (12.07%) .NET
2 523 (9.58%) XML
3 265 (4.85%) Web Services
4 259 (4.74%) MDX
5 161 (2.95%) ASP.NET
6 160 (2.93%) HTML
7 136 (2.49%) SOAP
8 120 (2.20%) XSLT
9 102 (1.87%) jQuery
10 100 (1.83%) Middleware
11 97 (1.78%) CSS
12 88 (1.61%) .NET Framework
13 75 (1.37%) Java EE
14 72 (1.32%) REST
15 62 (1.14%) Spring
16 52 (0.95%) J2EE
17 49 (0.90%) Ajax
18 48 (0.88%) WCF
19 42 (0.77%) XML Schema
20 40 (0.73%) RESTful
Miscellaneous
1 873 (15.99%) Analytical Skills
2 456 (8.35%) Data Integration
3 225 (4.12%) Computer Science
4 216 (3.96%) Management Information System
5 211 (3.87%) Visualisation
6 151 (2.77%) Data Structures
7 137 (2.51%) Clustering
8 109 (2.00%) Replication
9 86 (1.58%) Mathematics
10 75 (1.37%) Open Source
10 75 (1.37%) Mainframe
11 72 (1.32%) Enterprise Software
12 70 (1.28%) Data Conversion
13 62 (1.14%) Reference Data
14 61 (1.12%) Data Extraction
15 55 (1.01%) Statistics
16 44 (0.81%) Hedge funds
16 44 (0.81%) User Experience
17 41 (0.75%) FMCG
18 40 (0.73%) Equities
Operating Systems
1 432 (7.91%) UNIX
2 295 (5.40%) Windows
3 292 (5.35%) Linux
4 52 (0.95%) Windows XP
5 32 (0.59%) Windows Server 2008
6 20 (0.37%) Android
6 20 (0.37%) Windows Server 2012
7 16 (0.29%) Windows Server 2003
8 14 (0.26%) AIX
9 13 (0.24%) Solaris
10 8 (0.15%) Windows NT
11 7 (0.13%) Apple iOS
12 5 (0.092%) zOS
13 2 (0.037%) CentOS
14 1 (0.018%) Red Hat Enterprise Linux
14 1 (0.018%) Ubuntu
Processes & Methodologies
1 3075 (56.33%) Business Intelligence
2 1106 (20.26%) Data Modelling
3 1018 (18.65%) Agile Software Development
4 772 (14.14%) Analytics
5 592 (10.84%) Data Management
6 494 (9.05%) Performance Tuning
7 476 (8.72%) Migration
8 475 (8.70%) Kimball Methodology
9 471 (8.63%) Data Analysis
10 419 (7.68%) Dimensional Modelling
11 385 (7.05%) Project Management
12 331 (6.06%) Scrum
13 307 (5.62%) Data Migration
14 301 (5.51%) CRM
15 293 (5.37%) Data Architecture
16 250 (4.58%) ERP
17 242 (4.43%) Mentoring
18 226 (4.14%) E-Commerce
19 211 (3.87%) SOA
20 209 (3.83%) Unit Testing
Programming Languages
1 3515 (64.39%) SQL
2 1265 (23.17%) T-SQL
3 599 (10.97%) Java
4 553 (10.13%) C#
5 501 (9.18%) PL/SQL
6 200 (3.66%) JavaScript
7 195 (3.57%) VBA
8 146 (2.67%) Python
9 138 (2.53%) VB.NET
10 119 (2.18%) Perl
11 115 (2.11%) Shell Script
12 95 (1.74%) R
13 90 (1.65%) VB
14 89 (1.63%) C++
15 80 (1.47%) PHP
16 50 (0.92%) PowerShell
17 44 (0.81%) C
18 34 (0.62%) Bash Shell
19 26 (0.48%) ABAP
20 24 (0.44%) Ruby
Qualifications
1 607 (11.12%) Degree
2 122 (2.23%) Microsoft Certification
3 121 (2.22%) Security Cleared
4 79 (1.45%) ISEB
5 48 (0.88%) MCDBA
6 47 (0.86%) ISTQB Foundation Certification
6 47 (0.86%) SC Cleared
7 38 (0.70%) MCITP
8 36 (0.66%) DV Cleared
9 32 (0.59%) PRINCE2 Certification
10 31 (0.57%) MCTS
11 26 (0.48%) ITIL Certification
12 20 (0.37%) ISTQB
13 19 (0.35%) PMI Certification
13 19 (0.35%) Oracle Certification
14 18 (0.33%) MCSE
15 17 (0.31%) MCSD
16 13 (0.24%) MBA
17 11 (0.20%) SAS Certification
18 10 (0.18%) MCP
Quality Assurance & Compliance
1 308 (5.64%) QA
2 163 (2.99%) Data Quality
3 126 (2.31%) SLA
4 26 (0.48%) ISO 9001
5 18 (0.33%) Sarbanes-Oxley
6 11 (0.20%) JSP 440
7 9 (0.16%) PCI DSS
8 8 (0.15%) EMIR
8 8 (0.15%) Dodd-Frank
8 8 (0.15%) COREP
9 7 (0.13%) UCITS
10 5 (0.092%) FINREP
11 2 (0.037%) Solvency II
11 2 (0.037%) ISO/IEC 27001
12 1 (0.018%) MiFID
12 1 (0.018%) Basel III
System Software
1 37 (0.68%) HDFS
2 32 (0.59%) Active Directory
3 31 (0.57%) Oracle RAC
4 15 (0.27%) VMware Infrastructure
4 15 (0.27%) Apache Flume
5 14 (0.26%) Oracle RMAN
6 6 (0.11%) Tivoli Workload Scheduler
7 4 (0.073%) XenApp
7 4 (0.073%) VMware ESXi
8 2 (0.037%) Snort
9 1 (0.018%) Cronacle
9 1 (0.018%) vSphere
9 1 (0.018%) Hyper-V
Systems Management
1 45 (0.82%) HP Quality Center
2 18 (0.33%) Oracle Enterprise Manager
3 11 (0.20%) Data Guard
4 10 (0.18%) Control-M
4 10 (0.18%) Oozie
4 10 (0.18%) Opscode Chef
5 9 (0.16%) Puppet
6 6 (0.11%) Tivoli
7 4 (0.073%) MOM
7 4 (0.073%) Foglight
7 4 (0.073%) Backup Exec
7 4 (0.073%) ZABBIX
8 2 (0.037%) CA LISA
8 2 (0.037%) Hadoop YARN
9 1 (0.018%) Graphite
9 1 (0.018%) Dollar Universe
9 1 (0.018%) logstash
9 1 (0.018%) Kibana
9 1 (0.018%) Nagios
9 1 (0.018%) CA Endevor
Vendors
1 1873 (34.31%) Oracle
2 1247 (22.84%) Microsoft
3 908 (16.63%) Informatica
4 649 (11.89%) Business Objects
5 565 (10.35%) SAP
6 564 (10.33%) Cognos
7 382 (7.00%) IBM
8 306 (5.61%) Teradata
9 300 (5.50%) Tableau
10 223 (4.08%) Ab Initio
11 163 (2.99%) Netezza
12 115 (2.11%) Hyperion
13 111 (2.03%) Talend
14 98 (1.80%) MicroStrategy
15 96 (1.76%) Sybase
16 86 (1.58%) HP
17 66 (1.21%) Salesforce.com
18 57 (1.04%) Siebel
19 55 (1.01%) PeopleSoft
20 53 (0.97%) Google
City, London
McGregor Boyall
Salary: £550 - £650 per day + Benefits
Posted: 1 hour ago
South East
Connectus
Salary: £45000 - £50000 per annum + Bonus + Benefits
Posted: 2 hours ago
Bedfordshire
Verticality Ltd
Salary: ASAP
Posted: 3 hours ago
Cardiff, South Glamorgan
Sanderson
Salary: £30000.00 - £35000.00 per annum + Excellent Benefits
Posted: 5 hours ago
London
Lorien Resourcing
Posted: 7 hours ago
Swindon, Wiltshire
KDR
Salary: £35000 - £50000 per annum + 20% bonus and benefits
Posted: 8 hours ago
Derby, Derbyshire
Oscar Associates (UK) Ltd
Salary: £36000 - £42000 per annum + Comprehensive benefits package
Posted: 11 hours ago
Huddersfield, West Yorkshire
Oscar Associates (UK) Ltd
Salary: £20000 - £40000 per annum
Posted: 11 hours ago
Nottingham, Nottinghamshire
Oscar Associates (UK) Ltd
Salary: £25000 - £35000 per annum
Posted: 11 hours ago
Maidenhead, Berkshire
TRG
Salary: £50000 Per Annum Plus Excellent Benefits
Posted: 12 hours ago
London
Spargonet Consulting Plc
Salary: £60000 - £65000 per annum
Posted: Yesterday
Surrey
Spargonet Consulting Plc
Salary: £70000 - £80000 per annum, Benefits Pension, Life and Health Ins, 25 d
Posted: Yesterday
Cardiff, South Glamorgan
Computer Recruiter Ltd
Salary: c.£35K (depending upon experience) + Excellent Benefits
Posted: Yesterday
West Midlands
Hyphen
Salary: Competitive + bonus + benefits
Posted: Yesterday
London
Harnham
Salary: £35000 - £40000 per annum + bonuses and benefits
Posted: Yesterday
Cheshire
Salt
Salary: £50000 - £70000 per annum + 5K Car Allowance
Posted: 3 days ago
London
Salt
Salary: £45000 - £50000 per annum
Posted: 3 days ago
London
Venturi
Salary: £38500 - £42500 per annum + Extensive Benfits
Posted: 3 days ago
London
ANSON MCCADE
Salary: From £60,000 to £90,000 per annum + bonus
Posted: 3 days ago
UK
JPS Selection
Salary: £85000 - £110000 per annum + Pension, Health, Bonus
Posted: 3 days ago