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

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 93 129 149
Rank change year-on-year
+36 +20
Permanent jobs citing ETL 3002 2522 2190
As % of all permanent IT jobs located in the UK 2.95% 2.40% 2.11%
As % of the Processes & Methodologies category 3.40% 2.82% 2.48%
Number of salaries quoted 2449 2083 1796
Average salary £50,000 £51,000 £52,500
Average salary % change year-on-year
-1.96% -2.85%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £76,500
UK excluding London average salary £45,000 £44,000 £45,000
% change year-on-year
+2.27% -2.22%

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
88421 89510 88212
As % of all permanent IT jobs located in the UK 86.81% 85.23% 84.88%
Number of salaries quoted 73412 73509 70144
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £73,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 14 February 2016 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 14 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
England +40 2824 £52,000 -0.95% 405
London +8 1440 £57,500 -4.16% 205
South East +73 480 £47,500 -5.00% 59
City of London +29 302 £57,500 -4.16% 62
Yorkshire +81 261 £40,000 - 31
Berkshire +54 217 £48,500 -7.61% 13
West Yorkshire +70 216 £40,000 +5.26% 23
West Midlands +59 194 £43,000 +1.17% 24
Leeds +73 180 £45,000 +18.42% 21
South West +5 147 £40,000 - 29
East of England +2 107 £50,000 -9.09% 21
North West +27 102 £41,500 +3.75% 18
Scotland +15 95 £47,500 +10.46% 23
Reading +39 80 £40,000 -27.27% 4
East Midlands -29 77 £50,000 +17.64% 10
Slough +34 76 £50,000 -4.76% 2
Edinburgh +31 69 £47,500 +7.95% 16
Birmingham +37 67 £42,500 -22.72% 8
Glasgow +10 65 £47,500 +31.03% 6
Hampshire +25 50 £46,250 -3.64% 13
Warwickshire +19 46 £46,750 +10.00% 4
Cheshire +20 45 £40,000 -5.88% 3
Oxfordshire +13 44 £52,000 -20.00% 10
Buckinghamshire +23 42 £35,000 -17.64% 11
Hertfordshire +6 42 £50,000 -13.04% 7
Surrey -17 42 £42,500 -7.60% 3
Kent +41 41 £36,000 -10.00% 3
Manchester +29 41 £42,500 +16.43% 8
Warwick +6 40 £44,250 -17.67% 3
Wales -31 38 £36,000 -5.26% 4

ETL
Top 30 Related IT Skills

For the 6 months to 14 February 2016, 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 3888 (64.33%) SQL
2 3247 (53.72%) Business Intelligence
3 2826 (46.76%) SQL Server
4 2763 (45.71%) Data Warehouse
5 2591 (42.87%) SQL Server Integration Services
6 1912 (31.63%) SQL Server Reporting Services
7 1836 (30.38%) Finance
8 1655 (27.38%) Oracle
9 1513 (25.03%) Microsoft
10 1396 (23.10%) T-SQL
11 1392 (23.03%) SQL Server Analysis Services
12 1352 (22.37%) Agile Software Development
13 1341 (22.19%) Data Modelling
14 1085 (17.95%) Analytics
15 924 (15.29%) Degree
16 903 (14.94%) Analytical Skills
17 893 (14.77%) MS Excel
18 869 (14.38%) Big Data
19 824 (13.63%) Data Management
20 764 (12.64%) SQL Server 2008
21 757 (12.52%) Informatica
22 695 (11.50%) .NET
23 686 (11.35%) SQL Server 2012
24 680 (11.25%) Data Integration
25 678 (11.22%) BusinessObjects
26 634 (10.49%) C#
27 613 (10.14%) Java
28 604 (9.99%) Data Quality
29 595 (9.84%) Migration
30 585 (9.68%) Hadoop

ETL
Top Related IT Skills by Category

For the 6 months to 14 February 2016, 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
1 376 (6.22%) SAS
2 270 (4.47%) SharePoint
3 162 (2.68%) Apache Spark
4 99 (1.64%) BizTalk Server
5 93 (1.54%) Apache Pig
6 87 (1.44%) Apache
7 74 (1.22%) WebSphere
8 67 (1.11%) Elasticsearch
9 61 (1.01%) IIS
10 48 (0.79%) CMS
11 43 (0.71%) Tomcat
12 31 (0.51%) Apache Solr
13 28 (0.46%) Node.js
14 23 (0.38%) WebLogic
15 19 (0.31%) Confluence
16 18 (0.30%) JBoss
17 16 (0.26%) SharePoint 2010
17 16 (0.26%) SharePoint 2013
18 15 (0.25%) Oracle Workflow
19 11 (0.18%) Oracle SOA Suite
Applications
1 893 (14.77%) MS Excel
2 126 (2.08%) MS Office
3 112 (1.85%) SPSS
4 62 (1.03%) MS Visio
5 47 (0.78%) MS PowerPoint
6 17 (0.28%) Spreadsheet
7 7 (0.12%) MS Project
8 2 (0.033%) GNU Octave
8 2 (0.033%) S-PLUS
Business Applications
1 97 (1.60%) Oracle EBS
2 56 (0.93%) Oracle EBS R12
3 51 (0.84%) Dynamics CRM
4 48 (0.79%) Markit EDM
5 37 (0.61%) SAP Oil and Gas
6 33 (0.55%) FastStats
7 31 (0.51%) Cognos Business Intelligence
8 30 (0.50%) Dynamics AX
9 22 (0.36%) thinkFolio
10 20 (0.33%) Oracle 11i
11 19 (0.31%) HFM
12 16 (0.26%) Oracle ERP
13 15 (0.25%) BusinessWare
13 15 (0.25%) Hyperion Planning
13 15 (0.25%) SAP FI
14 13 (0.22%) Oracle Retail
15 11 (0.18%) Cognos TM1
16 10 (0.17%) Salesforce.com CRM
17 9 (0.15%) Oracle FAH
17 9 (0.15%) SAP Bank Analyzer
Cloud Services
1 157 (2.60%) Amazon AWS
2 141 (2.33%) Microsoft Azure
3 87 (1.44%) SaaS
4 53 (0.88%) Cloud Computing
5 33 (0.55%) GitHub
5 33 (0.55%) Google Cloud Platform
6 31 (0.51%) Amazon EC2
7 23 (0.38%) Force.com
8 22 (0.36%) Office 365
9 20 (0.33%) Amazon Kinesis
10 19 (0.31%) PaaS
11 18 (0.30%) Google Analytics
12 12 (0.20%) Amazon EMR
13 11 (0.18%) Amazon S3
14 9 (0.15%) IaaS
15 6 (0.099%) Google Compute Engine
16 5 (0.083%) SoftLayer
16 5 (0.083%) Virtual Private Cloud
17 4 (0.066%) Boomi
18 2 (0.033%) Heroku
Communications & Networking
1 52 (0.86%) SAN
2 31 (0.51%) Internet
3 29 (0.48%) NAS
4 25 (0.41%) FTP
5 19 (0.31%) SSL
6 18 (0.30%) HTTP
7 17 (0.28%) TCP/IP
8 12 (0.20%) S/MIME
8 12 (0.20%) tcpdump
9 10 (0.17%) WAN
10 9 (0.15%) Fibre Channel
11 8 (0.13%) Wireless
12 7 (0.12%) Firewall
12 7 (0.12%) VLAN
13 6 (0.099%) SMTP
14 5 (0.083%) DNS
14 5 (0.083%) Wi-Fi
15 4 (0.066%) Intranet
15 4 (0.066%) Kerberos
15 4 (0.066%) VoIP
Database & Business Intelligence
1 2826 (46.76%) SQL Server
2 2763 (45.71%) Data Warehouse
3 2591 (42.87%) SQL Server Integration Services
4 1912 (31.63%) SQL Server Reporting Services
5 1392 (23.03%) SQL Server Analysis Services
6 869 (14.38%) Big Data
7 764 (12.64%) SQL Server 2008
8 686 (11.35%) SQL Server 2012
9 678 (11.22%) BusinessObjects
10 585 (9.68%) Hadoop
11 553 (9.15%) Relational Database
12 478 (7.91%) OLAP
13 450 (7.45%) QlikView
14 438 (7.25%) Oracle Database
15 334 (5.53%) Oracle BI EE
16 321 (5.31%) Oracle ODI
17 308 (5.10%) NoSQL
18 271 (4.48%) Data Mining
19 266 (4.40%) SQL Server 2005
20 262 (4.33%) Oracle Database 11g
Development Applications
1 318 (5.26%) Talend Open Studio
2 300 (4.96%) Team Foundation Server
3 153 (2.53%) Visual Studio
4 121 (2.00%) Subversion
5 113 (1.87%) JIRA
6 91 (1.51%) Toad
7 77 (1.27%) ERwin
8 70 (1.16%) Git (software)
9 54 (0.89%) Mercurial
10 53 (0.88%) SQL Server Management Studio (SSMS)
11 48 (0.79%) VSS/SourceSafe
12 42 (0.69%) Jenkins
13 39 (0.65%) HP UFT
14 37 (0.61%) Oracle Forms
15 33 (0.55%) PowerDesigner
16 32 (0.53%) MSTest
17 29 (0.48%) Eclipse
18 28 (0.46%) Octopus Deploy
19 26 (0.43%) JUnit
20 23 (0.38%) Maven
General
1 1836 (30.38%) Finance
2 481 (7.96%) Banking
3 432 (7.15%) Retail
4 277 (4.58%) Marketing
5 175 (2.90%) Telecoms
6 101 (1.67%) Legal
7 92 (1.52%) Investment Banking
8 88 (1.46%) Advertising
9 87 (1.44%) Pharmaceutical
10 76 (1.26%) Manufacturing
11 67 (1.11%) Back Office
11 67 (1.11%) Law
12 65 (1.08%) Front Office
13 62 (1.03%) Games
14 61 (1.01%) Financial Institution
15 54 (0.89%) Publishing
16 48 (0.79%) Automotive
17 44 (0.73%) Retail Banking
18 34 (0.56%) Electronics
19 27 (0.45%) Billing
Job Titles
1 2775 (45.91%) Developer
2 1188 (19.66%) SQL Developer
3 989 (16.36%) Business Intelligence Developer
4 825 (13.65%) Analyst
5 664 (10.99%) Architect
6 645 (10.67%) ETL Developer
7 499 (8.26%) Consultant
8 410 (6.78%) SQL Server Developer
9 406 (6.72%) Senior Developer
10 394 (6.52%) SQL BI Developer
11 389 (6.44%) DBA
12 350 (5.79%) Data Warehouse Developer
13 345 (5.71%) Data Architect
14 311 (5.15%) SQL DBA
15 290 (4.80%) Business Developer
16 274 (4.53%) Oracle Developer
17 240 (3.97%) T-SQL Developer
18 233 (3.86%) Business Intelligence Analyst
19 213 (3.52%) Data Analyst
20 208 (3.44%) SQL Analyst
Libraries, Frameworks & Software Standards
1 695 (11.50%) .NET
2 539 (8.92%) XML
3 403 (6.67%) Web Services
4 349 (5.77%) MDX
5 261 (4.32%) ASP.NET
6 228 (3.77%) HTML
7 159 (2.63%) Middleware
8 158 (2.61%) CSS
9 136 (2.25%) SOAP
10 112 (1.85%) .NET Framework
11 101 (1.67%) REST
12 94 (1.56%) ASP.NET MVC
13 92 (1.52%) HTML5
14 82 (1.36%) Oracle GoldenGate
15 72 (1.19%) jQuery
16 69 (1.14%) JSON
17 68 (1.13%) XSLT
18 65 (1.08%) AngularJS
19 62 (1.03%) J2EE
20 58 (0.96%) Spring
Miscellaneous
1 903 (14.94%) Analytical Skills
2 680 (11.25%) Data Integration
3 440 (7.28%) Computer Science
4 405 (6.70%) Visualisation
5 288 (4.77%) Management Information System
6 199 (3.29%) Replication
7 174 (2.88%) Mathematics
8 165 (2.73%) Data Structures
9 147 (2.43%) Clustering
10 127 (2.10%) Enterprise Software
11 99 (1.64%) Statistics
12 92 (1.52%) Data Extraction
13 77 (1.27%) NHS
14 69 (1.14%) Fintech
15 56 (0.93%) User Experience
16 44 (0.73%) Equities
17 42 (0.69%) Data Centre
18 40 (0.66%) Fixed Income
19 38 (0.63%) Credit Risk
20 36 (0.60%) Reference Data
Operating Systems
1 456 (7.54%) Linux
2 434 (7.18%) Unix
3 329 (5.44%) Windows
4 53 (0.88%) Windows Server
5 34 (0.56%) AIX
6 16 (0.26%) Solaris
7 15 (0.25%) Android
8 14 (0.23%) Apple iOS
9 13 (0.22%) Red Hat Enterprise Linux
10 11 (0.18%) Windows Server 2012
11 10 (0.17%) Fedora
11 10 (0.17%) HPUX
11 10 (0.17%) Windows 7
11 10 (0.17%) Windows Server 2003
11 10 (0.17%) zOS
12 8 (0.13%) CentOS
12 8 (0.13%) Windows XP
13 7 (0.12%) Windows Server 2008
14 6 (0.099%) Windows 8
15 2 (0.033%) SUSE Linux Enterprise Server
Processes & Methodologies
1 3247 (53.72%) Business Intelligence
2 1352 (22.37%) Agile Software Development
3 1341 (22.19%) Data Modelling
4 1085 (17.95%) Analytics
5 824 (13.63%) Data Management
6 595 (9.84%) Migration
7 543 (8.98%) ETL Development
8 538 (8.90%) Performance Tuning
9 453 (7.50%) SDLC
10 443 (7.33%) Data Analysis
11 414 (6.85%) Kimball Methodology
12 389 (6.44%) Data Migration
13 380 (6.29%) Data Architecture
14 376 (6.22%) Project Management
15 349 (5.77%) Stakeholder Management
16 334 (5.53%) Data Analytics
17 302 (5.00%) SOA
18 278 (4.60%) Mentoring
19 271 (4.48%) CRM
19 271 (4.48%) Scrum
Programming Languages
1 3888 (64.33%) SQL
2 1396 (23.10%) T-SQL
3 634 (10.49%) C#
4 613 (10.14%) Java
5 505 (8.36%) PL/SQL
6 422 (6.98%) Python
7 346 (5.72%) JavaScript
8 185 (3.06%) Shell Script
9 181 (2.99%) R
10 142 (2.35%) VBA
11 125 (2.07%) VB.NET
12 112 (1.85%) Perl
13 93 (1.54%) PowerShell
14 83 (1.37%) Scala
15 78 (1.29%) C
15 78 (1.29%) C++
15 78 (1.29%) VB
16 62 (1.03%) PHP
17 44 (0.73%) Ruby
18 43 (0.71%) Data Analysis Expressions (DAX)
Qualifications
1 924 (15.29%) Degree
2 166 (2.75%) Security Cleared
3 142 (2.35%) Microsoft Certification
4 93 (1.54%) ISEB
5 59 (0.98%) MCITP
5 59 (0.98%) SC Cleared
6 52 (0.86%) PRINCE2 Practitioner
7 49 (0.81%) PhD
8 34 (0.56%) Oracle Certification
9 30 (0.50%) DV Cleared
10 28 (0.46%) ISTQB
11 25 (0.41%) PMI Certification
12 21 (0.35%) MCSD
13 20 (0.33%) PMP
14 19 (0.31%) BPSS Clearance
15 16 (0.26%) ISTQB Foundation Certification
16 15 (0.25%) MCDBA
17 13 (0.22%) MCSE
18 12 (0.20%) ITIL Certification
18 12 (0.20%) MCTS
Quality Assurance & Compliance
1 604 (9.99%) Data Quality
2 208 (3.44%) QA
3 48 (0.79%) SLA
4 21 (0.35%) Solvency II
5 16 (0.26%) CRD IV
5 16 (0.26%) ISO/IEC 27001
6 12 (0.20%) PCI DSS
7 10 (0.17%) MiFID
8 9 (0.15%) EMIR
8 9 (0.15%) JSP 440
8 9 (0.15%) Sarbanes-Oxley
9 7 (0.12%) FINREP
10 6 (0.099%) COREP
11 5 (0.083%) GPG13
11 5 (0.083%) ISO22301
12 4 (0.066%) ISO 9001
13 3 (0.050%) BS7666
13 3 (0.050%) ISO 14001
14 2 (0.033%) COBIT
14 2 (0.033%) FATCA
System Software
1 81 (1.34%) HDFS
2 58 (0.96%) VMware Infrastructure
3 55 (0.91%) Apache Flume
4 38 (0.63%) Oracle RAC
5 25 (0.41%) Active Directory
5 25 (0.41%) Firmware
6 23 (0.38%) SRDF
7 13 (0.22%) Apache ZooKeeper
8 12 (0.20%) Snort
9 8 (0.13%) Hyper-V
10 7 (0.12%) Cronacle
11 6 (0.099%) Docker
12 4 (0.066%) Oracle Clusterware
12 4 (0.066%) VMware ESX
13 3 (0.050%) VirtualBox
13 3 (0.050%) Xen
14 2 (0.033%) vSphere
15 1 (0.017%) Tivoli Workload Scheduler
Systems Management
1 60 (0.99%) HP Quality Center
2 58 (0.96%) Puppet
3 44 (0.73%) Oozie
4 38 (0.63%) Opscode Chef
5 35 (0.58%) Control-M
6 29 (0.48%) Ansible
7 25 (0.41%) Hadoop YARN
8 23 (0.38%) Data Guard
8 23 (0.38%) EMC VPLEX
9 16 (0.26%) Oracle RMAN
10 15 (0.25%) ZABBIX
11 13 (0.22%) Oracle Enterprise Manager
12 10 (0.17%) Ambari
12 10 (0.17%) SCCM
13 9 (0.15%) Bacula
13 9 (0.15%) HP Data Protector
13 9 (0.15%) Oracle EDQ
14 7 (0.12%) Jitterbit
15 6 (0.099%) OpenView
15 6 (0.099%) Oracle Flashback
Vendors
1 1655 (27.38%) Oracle
2 1513 (25.03%) Microsoft
3 757 (12.52%) Informatica
4 538 (8.90%) Tableau
5 520 (8.60%) SAP
6 352 (5.82%) Cognos
7 318 (5.26%) Talend
8 286 (4.73%) IBM
9 257 (4.25%) Teradata
10 158 (2.61%) Ab Initio
11 140 (2.32%) Netezza
12 134 (2.22%) Sybase
13 122 (2.02%) Cloudera
14 113 (1.87%) Hyperion
15 103 (1.70%) Hortonworks
16 86 (1.42%) Greenplum
17 81 (1.34%) MicroStrategy
18 70 (1.16%) VMware
19 59 (0.98%) Salesforce.com
20 53 (0.88%) Siebel
Milton Keynes, Buckinghamshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 Per Annum Plus Excellent Benefits
Posted: 2 hours ago
Peterborough, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Posted: 2 hours ago
Bristol, Avon
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: Plus Excellent Benefits
Posted: 2 hours ago
Cardiff, South Glamorgan
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: Plus Excellent Benefits
Posted: 2 hours ago
City, London
Harrington Starr
Salary: £40000 - £55000 per annum + Benefits + Bonus
Posted: 6 hours ago
Huddersfield, West Yorkshire
Circle Recruitment
Salary: £30000 - £40000 per annum + Depending on Experience
Posted: 6 hours ago
London
Circle Recruitment
Salary: £55000 - £65000 per annum + Depending on Experience
Posted: 6 hours ago
London
Circle Recruitment
Salary: £45000 - £55000 per annum + Depending on Experience
Posted: 7 hours ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £25000.00 - £35000.00 per annum + Benefits
Posted: 8 hours ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £35000.00 - £47000.00 per annum + Benefits
Posted: 8 hours ago
North London
Understanding Recruitment
Salary: £30000.00 - £35000.00 per annum + Execllent Benefits
Posted: 10 hours ago
Lichfield, Staffordshire
Spring Technology
Salary: £32000.00 - £38000.00 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £60000 - £100000 per annum + Benefits + Bonus
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £40000 - £65000 Per Annum
Posted: 2 days ago
Kent
ARC IT Recruitment Ltd
Salary: £35000 - £40000 Per Annum Plus Bonus and Benefits
Posted: 2 days ago
London
Colston Consulting
Salary: £0 - £65000 per annum, Benefits 17% salary flex benefits + bonus
Posted: 2 days ago
London
First Utility
Posted: 2 days ago
City, London
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: 2 days ago
Havant, Hampshire
Sopra Steria Recruitment
Salary: Up to £54,500 per annum + benefits
Posted: 2 days ago
City, London
Redrock Consulting Ltd
Salary: £40000 - £70000 per annum
Posted: 2 days ago
Slough, Berkshire
TD Group
Salary: Competitive plus package (Car, Pension, Bonus, 25 days Holiday, more)
Posted: 2 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum
Posted: 2 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 2 days ago
Surrey
Venturi
Salary: £40000 - £48000 per annum + Bonus & Benefits
Posted: 2 days ago
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: 2 days ago
London
Lifecycle Resources Ltd
Salary: Bonus and Benefits Package
Posted: 2 days ago
London
Lifecycle Resources Ltd
Salary: Bonus and Benefits
Posted: 2 days ago
Warwick, Warwickshire
Iress
Posted: 2 days ago
Middlesex
Informatiq Consulting
Salary: £40000 - £60000 per annum + bens
Posted: 2 days ago