The table below looks at the statistics for ETL skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK
Rank 122 103 129
Rank change year-on-year
-19 +26
Permanent jobs citing ETL 2089 2902 2529
As % of all permanent IT jobs located in the UK 2.48% 2.88% 2.37%
As % of the Processes & Methodologies category 2.79% 3.26% 2.73%
Number of salaries quoted 1692 2332 2058
Median salary £50,000 £51,500 £50,500
Median salary % change year-on-year
-2.91% +1.98%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £45,000

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
74927 89028 92672
As % of all permanent IT jobs located in the UK 88.79% 88.30% 86.70%
Number of salaries quoted 61585 73757 75638
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,000 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend

The demand trend of job ads citing ETL as a proportion of all IT jobs with a match in 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 27 February 2017 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 median salaries quoted in IT jobs citing ETL within the UK over the 3 months to 27 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -20 1962 £50,000 -4.76% 281
London -24 911 £57,500 - 140
South East 0 342 £54,000 +11.34% 35
City of London +1 201 £60,000 +4.34% 34
North West +47 171 £35,000 -14.63% 36
East of England +46 149 £50,000 - 20
South West -3 113 £42,500 +6.25% 11
Manchester +47 110 £35,000 -17.15% 21
Yorkshire -67 98 £42,500 +6.25% 15
West Midlands -33 91 £42,500 -1.16% 12
Berkshire -44 84 £50,000 - 13
West Yorkshire -66 75 £42,500 +4.93% 11
East Midlands +4 72 £45,000 -10.00% 9
Scotland -9 59 £41,000 -13.68% 8
Surrey +67 58 £55,000 +22.22% 5
Oxfordshire +28 53 £57,500 +10.57% 6
Leeds -66 50 £42,250 -6.11% 7
Hertfordshire +16 47 £57,500 +21.05% 8
West Sussex +32 41 £57,500 -1.70% 1
Wales +13 41 £36,500 -14.11% 1
Essex +30 40 £50,000 - 10
Bristol +18 39 £42,500 +6.25% 2
Hampshire +13 37 £45,000 - 5
Reading -6 36 £36,500 -8.75% 3
Nottinghamshire -10 32 £45,000 -10.00% 4
Cheshire +5 30 £40,000 -11.11% 12
Birmingham -22 30 £42,500 +1.19% 3
Merseyside +13 29 £30,500 -6.15% 2
Nottingham -1 29 £45,000 -10.00% 3
Edinburgh -33 29 £40,000 -15.78% 6

ETL
Top 30 Related IT Skills

For the 6 months to 27 February 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for ETL.

1 2830 (67.80%) SQL
2 2278 (54.58%) Business Intelligence
3 2028 (48.59%) SQL Server
4 1973 (47.27%) Data Warehouse
5 1745 (41.81%) SQL Server Integration Services
6 1267 (30.35%) SQL Server Reporting Services
7 1234 (29.56%) Oracle
8 1172 (28.08%) Agile Software Development
9 1129 (27.05%) Finance
10 1103 (26.43%) T-SQL
11 1070 (25.63%) Microsoft
12 941 (22.54%) SQL Server Analysis Services
13 911 (21.83%) Data Modelling
14 834 (19.98%) Analytics
15 671 (16.08%) MS Excel
16 623 (14.93%) Relational Database
17 622 (14.90%) Big Data
18 609 (14.59%) Java
19 574 (13.75%) Analytical Skills
20 542 (12.99%) Degree
21 488 (11.69%) Tableau
22 477 (11.43%) SQL Server 2012
23 458 (10.97%) C#
24 457 (10.95%) .NET
25 452 (10.83%) Hadoop
26 433 (10.37%) Informatica
27 406 (9.73%) Data Integration
28 405 (9.70%) Power BI
29 387 (9.27%) Data Management
30 374 (8.96%) Web Services

ETL
Top Related IT Skills 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
1 191 (4.58%) Apache Spark
2 157 (3.76%) SAS
3 119 (2.85%) JBoss
4 115 (2.76%) SharePoint
5 113 (2.71%) Oracle SOA Suite
6 82 (1.96%) Tomcat
7 79 (1.89%) Apache Pig
8 77 (1.84%) Elasticsearch
9 74 (1.77%) WebLogic
10 73 (1.75%) WebSphere
11 72 (1.72%) Apache
12 63 (1.51%) IIS
13 46 (1.10%) BizTalk Server
14 33 (0.79%) Confluence
15 32 (0.77%) Oracle Workflow
16 30 (0.72%) Jetty
16 30 (0.72%) nginx
17 16 (0.38%) Apache Solr
18 13 (0.31%) Luigi
18 13 (0.31%) Oracle Service Bus
Applications
1 671 (16.08%) MS Excel
2 69 (1.65%) MS Office
3 57 (1.37%) SPSS
4 25 (0.60%) MS Visio
5 20 (0.48%) MS PowerPoint
6 15 (0.36%) Spreadsheet
7 5 (0.12%) MS Project
8 4 (0.096%) Stata
9 3 (0.072%) InfoPath
10 2 (0.048%) Gliffy
10 2 (0.048%) OmniGraffle
10 2 (0.048%) SPSS Modeler
11 1 (0.024%) EngageOne
11 1 (0.024%) Weka
Business Applications
1 47 (1.13%) Cognos Business Intelligence
2 35 (0.84%) Dynamics CRM
2 35 (0.84%) Oracle EBS
3 18 (0.43%) SAP ERP
4 16 (0.38%) Cognos Planning
4 16 (0.38%) Cognos TM1
4 16 (0.38%) Oracle EBS R12
5 15 (0.36%) BusinessWorks
6 14 (0.34%) Dynamics AX
7 13 (0.31%) SAP CRM
8 12 (0.29%) Dynamics NAV
9 11 (0.26%) Eloqua
9 11 (0.26%) HFM
10 10 (0.24%) Oracle Receivables
10 10 (0.24%) SAP Oil and Gas
11 8 (0.19%) Hyperion Planning
11 8 (0.19%) Oracle Applications
11 8 (0.19%) Oracle BPM
11 8 (0.19%) Oracle Payables
11 8 (0.19%) Unit4 Business World
Cloud Services
1 312 (7.47%) Amazon AWS
2 283 (6.78%) Microsoft Azure
3 62 (1.49%) Amazon EC2
4 60 (1.44%) SaaS
5 54 (1.29%) Cloud Computing
5 54 (1.29%) Google Cloud Platform
6 38 (0.91%) GitHub
7 33 (0.79%) Google Analytics
8 30 (0.72%) Amazon S3
8 30 (0.72%) Force.com
9 26 (0.62%) Amazon EMR
10 18 (0.43%) Office 365
11 17 (0.41%) Amazon Kinesis
12 16 (0.38%) PaaS
13 14 (0.34%) IaaS
14 10 (0.24%) Heroku
15 9 (0.22%) Amazon ELB
15 9 (0.22%) AWS Elastic Beanstalk
15 9 (0.22%) Route 53
15 9 (0.22%) Virtual Private Cloud
Communications & Networking
1 57 (1.37%) Internet
2 18 (0.43%) HTTP
2 18 (0.43%) TCP/IP
3 16 (0.38%) Intranet
4 13 (0.31%) HTTPS
4 13 (0.31%) SAN
4 13 (0.31%) SNMP
5 11 (0.26%) Firewall
6 7 (0.17%) DNS
6 7 (0.17%) FTP
7 6 (0.14%) SSL
8 4 (0.096%) Extranet
8 4 (0.096%) LDAP
8 4 (0.096%) VoIP
8 4 (0.096%) VPN
9 3 (0.072%) Kerberos
10 1 (0.024%) DHCP
10 1 (0.024%) Ethernet
10 1 (0.024%) LAN
10 1 (0.024%) WLAN
Database & Business Intelligence
1 2028 (48.59%) SQL Server
2 1973 (47.27%) Data Warehouse
3 1745 (41.81%) SQL Server Integration Services
4 1267 (30.35%) SQL Server Reporting Services
5 941 (22.54%) SQL Server Analysis Services
6 623 (14.93%) Relational Database
7 622 (14.90%) Big Data
8 477 (11.43%) SQL Server 2012
9 452 (10.83%) Hadoop
10 405 (9.70%) Power BI
11 347 (8.31%) QlikView
12 334 (8.00%) Oracle Database
13 331 (7.93%) SQL Server 2008
14 318 (7.62%) BusinessObjects
15 300 (7.19%) SQL Server 2014
16 296 (7.09%) MySQL
17 279 (6.68%) RDBMS
18 275 (6.59%) NoSQL
18 275 (6.59%) OLAP
19 203 (4.86%) SQL Server 2016
Development Applications
1 257 (6.16%) Talend Open Studio
2 216 (5.17%) Team Foundation Server
3 185 (4.43%) Visual Studio
4 139 (3.33%) JIRA
5 97 (2.32%) Git (software)
6 87 (2.08%) Jenkins
7 70 (1.68%) Oracle Forms
8 65 (1.56%) Subversion
9 55 (1.32%) Maven
10 54 (1.29%) JUnit
11 53 (1.27%) Gradle
12 49 (1.17%) Selenium
12 49 (1.17%) SQL Server Management Studio (SSMS)
13 45 (1.08%) Toad
14 44 (1.05%) Eclipse
15 39 (0.93%) ERwin
16 35 (0.84%) Ant
17 32 (0.77%) Hudson
18 30 (0.72%) Sonatype Nexus
19 27 (0.65%) Octopus Deploy
General
1 1129 (27.05%) Finance
2 294 (7.04%) Banking
3 258 (6.18%) Retail
4 217 (5.20%) Marketing
5 141 (3.38%) Legal
6 83 (1.99%) Advertising
7 66 (1.58%) Manufacturing
8 52 (1.25%) Investment Banking
9 50 (1.20%) Games
10 49 (1.17%) Telecoms
11 36 (0.86%) Pharmaceutical
12 34 (0.81%) Financial Institution
13 33 (0.79%) Publishing
14 31 (0.74%) Law
15 22 (0.53%) Front Office
16 21 (0.50%) Back Office
17 20 (0.48%) Billing
18 16 (0.38%) Retail Banking
19 13 (0.31%) Multimedia
19 13 (0.31%) Music Industry
Job Titles
1 1794 (42.98%) Developer
2 745 (17.85%) SQL Developer
3 658 (15.76%) Analyst
4 657 (15.74%) Business Intelligence Developer
5 476 (11.40%) Architect
6 340 (8.15%) ETL Developer
7 303 (7.26%) Senior Developer
8 292 (7.00%) SSIS Developer
9 290 (6.95%) DBA
10 285 (6.83%) Business Intelligence Analyst
11 256 (6.13%) Data Architect
12 247 (5.92%) SQL Server Developer
13 242 (5.80%) SQL BI Developer
14 215 (5.15%) SQL DBA
15 198 (4.74%) Consultant
16 195 (4.67%) Business Developer
17 193 (4.62%) Oracle Developer
18 189 (4.53%) SSRS Developer
19 172 (4.12%) Data Warehouse Developer
20 170 (4.07%) Data Engineer
Libraries, Frameworks & Software Standards
1 457 (10.95%) .NET
2 374 (8.96%) Web Services
3 352 (8.43%) XML
4 182 (4.36%) HTML
5 169 (4.05%) MDX
6 138 (3.31%) SOAP
7 126 (3.02%) REST
8 105 (2.52%) CSS
9 94 (2.25%) Spring
10 90 (2.16%) RESTful
11 88 (2.11%) .NET Framework
11 88 (2.11%) J2EE
12 77 (1.84%) JSON
13 76 (1.82%) ASP.NET
14 70 (1.68%) Java EE
15 66 (1.58%) Middleware
16 53 (1.27%) XSLT
17 52 (1.25%) XSD
18 48 (1.15%) WCF
19 47 (1.13%) Kafka
Miscellaneous
1 574 (13.75%) Analytical Skills
2 268 (6.42%) Computer Science
3 186 (4.46%) Management Information System
4 124 (2.97%) Enterprise Software
5 88 (2.11%) Data Structures
6 75 (1.80%) Replication
7 73 (1.75%) Clustering
7 73 (1.75%) iPad
8 63 (1.51%) Algorithms
9 58 (1.39%) Fintech
10 44 (1.05%) Credit Risk
11 37 (0.89%) NHS
11 37 (0.89%) User Experience
12 30 (0.72%) Semantic Web
13 24 (0.57%) Life Science
13 24 (0.57%) Reference Data
14 23 (0.55%) N-Tier
15 19 (0.46%) Reinsurance
16 16 (0.38%) Data Centre
17 15 (0.36%) Internet of Things
Operating Systems
1 339 (8.12%) Linux
2 241 (5.77%) Windows
3 232 (5.56%) Unix
4 63 (1.51%) Windows Server
5 60 (1.44%) Red Hat Enterprise Linux
6 43 (1.03%) Windows Server 2012
7 18 (0.43%) Windows Server 2003
8 15 (0.36%) Windows Server 2008
9 13 (0.31%) Solaris
10 9 (0.22%) Android
10 9 (0.22%) CentOS
11 6 (0.14%) HPUX
12 5 (0.12%) AIX
13 3 (0.072%) Ubuntu
13 3 (0.072%) Windows 10
13 3 (0.072%) Windows XP
14 2 (0.048%) Apple iOS
14 2 (0.048%) Fedora
14 2 (0.048%) Mac OS
14 2 (0.048%) VMS
Processes & Methodologies
1 2278 (54.58%) Business Intelligence
2 1172 (28.08%) Agile Software Development
3 911 (21.83%) Data Modelling
4 834 (19.98%) Analytics
5 406 (9.73%) Data Integration
6 387 (9.27%) Data Management
7 357 (8.55%) Visualisation
8 322 (7.71%) Scrum
9 315 (7.55%) Performance Tuning
10 311 (7.45%) Migration
11 309 (7.40%) Kimball Methodology
12 304 (7.28%) Data Analysis
13 280 (6.71%) SDLC
14 238 (5.70%) Project Management
15 236 (5.65%) ETL Development
16 234 (5.61%) Data Visualisation
17 215 (5.15%) SOA
18 206 (4.94%) Data Analytics
18 206 (4.94%) Software Engineering
19 200 (4.79%) Continuous Integration
Programming Languages
1 2830 (67.80%) SQL
2 1103 (26.43%) T-SQL
3 609 (14.59%) Java
4 458 (10.97%) C#
5 371 (8.89%) PL/SQL
6 361 (8.65%) Python
7 275 (6.59%) JavaScript
8 198 (4.74%) R
9 143 (3.43%) Shell Script
10 127 (3.04%) PowerShell
11 124 (2.97%) Data Analysis Expressions (DAX)
12 118 (2.83%) VBA
13 82 (1.96%) Scala
14 81 (1.94%) C++
14 81 (1.94%) VB.NET
15 62 (1.49%) PHP
16 60 (1.44%) C
17 48 (1.15%) Groovy
18 42 (1.01%) Perl
19 32 (0.77%) VB
Qualifications
1 542 (12.99%) Degree
2 67 (1.61%) Microsoft Certification
3 54 (1.29%) Security Cleared
4 28 (0.67%) SC Cleared
5 27 (0.65%) ISEB
6 26 (0.62%) Oracle Certification
7 23 (0.55%) MCITP
8 21 (0.50%) ISTQB
9 19 (0.46%) MCTS
10 17 (0.41%) PMI Certification
11 13 (0.31%) MCSE
11 13 (0.31%) PhD
12 12 (0.29%) MCSA
12 12 (0.29%) OCP
13 10 (0.24%) MCP
14 9 (0.22%) PMP
15 8 (0.19%) ACCA
15 8 (0.19%) ISTQB Foundation Certification
16 7 (0.17%) Postgraduate
17 6 (0.14%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 344 (8.24%) Data Quality
2 171 (4.10%) QA
3 48 (1.15%) SLA
4 12 (0.29%) IFRS
4 12 (0.29%) IFRS 9
5 10 (0.24%) COBIT
6 9 (0.22%) PCI DSS
6 9 (0.22%) Sarbanes-Oxley
7 5 (0.12%) HL7
8 4 (0.096%) Dodd-Frank
8 4 (0.096%) ISO/IEC 27001
8 4 (0.096%) Solvency II
9 3 (0.072%) SNOMED CT
10 2 (0.048%) CRD IV
10 2 (0.048%) GCP
10 2 (0.048%) GDPR
10 2 (0.048%) ISO 14001
10 2 (0.048%) ISO 9001
11 1 (0.024%) PMO
11 1 (0.024%) SEPA
System Software
1 39 (0.93%) HDFS
2 33 (0.79%) Apache Flume
3 23 (0.55%) Docker
4 11 (0.26%) Active Directory
5 6 (0.14%) Oracle RAC
6 5 (0.12%) XenServer
7 3 (0.072%) Virtual Machines
7 3 (0.072%) VMware Infrastructure
8 2 (0.048%) Apache ZooKeeper
8 2 (0.048%) iptables
8 2 (0.048%) KVM
8 2 (0.048%) vSphere
8 2 (0.048%) Xen
9 1 (0.024%) Hyper-V
9 1 (0.024%) VMware Server
Systems Management
1 44 (1.05%) Opscode Chef
2 36 (0.86%) Puppet
3 33 (0.79%) Ansible
4 30 (0.72%) Oozie
5 18 (0.43%) HP Quality Center
6 14 (0.34%) Control-M
7 13 (0.31%) Oracle Enterprise Manager
8 11 (0.26%) Data Guard
9 8 (0.19%) Perfmon
10 7 (0.17%) Enterprise Manager Cloud Control
10 7 (0.17%) Oracle RMAN
11 5 (0.12%) Kibana
12 4 (0.096%) Failover Clustering
12 4 (0.096%) Mesos
13 2 (0.048%) Hadoop YARN
13 2 (0.048%) Salt
13 2 (0.048%) WebSphere Cast Iron
14 1 (0.024%) Dollar Universe
14 1 (0.024%) logstash
14 1 (0.024%) Terraform
Vendors
1 1234 (29.56%) Oracle
2 1070 (25.63%) Microsoft
3 488 (11.69%) Tableau
4 433 (10.37%) Informatica
5 277 (6.64%) SAP
6 257 (6.16%) Talend
7 214 (5.13%) Cognos
8 136 (3.26%) IBM
9 129 (3.09%) Google
10 123 (2.95%) Teradata
11 121 (2.90%) Salesforce.com
12 95 (2.28%) Sybase
13 67 (1.61%) MicroStrategy
14 56 (1.34%) Netezza
15 48 (1.15%) Red Hat
16 45 (1.08%) Splunk
17 37 (0.89%) RedGate
18 36 (0.86%) Hyperion
19 35 (0.84%) BMC
20 31 (0.74%) HP
City, London
I3
Salary: £50000 - £75000 per annum + bonus + bens
Posted: 1 hour ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: 20 hours ago
London
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £70000 per annum + Benefits
Posted: 2 days ago
London
Burns Sheehan
Salary: £40000 - £45000 per annum + benefits
Posted: 2 days ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits package
Posted: 18 hours ago
London
Capital IT Resourcing LTD
Salary: £55000 - £65000 per annum + Bonus + Benefits
Posted: 2 days ago
Isle of Wight
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £35000 per annum
Posted: 2 days ago
Salisbury, Wiltshire
X4 Group
Salary: £30k - 40k per year
Posted: 2 days ago
London
McGregor Boyall
Salary: £38500 - £48000 per annum
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + excellent benefits
Posted: 2 days ago
Chester, Cheshire
Recann
Salary: £35000 - £42000 per annum + Bonus, Pension, Benefits
Posted: 3 days ago
Borehamwood, Hertfordshire
Capital IT Resourcing LTD
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
Wiltshire
Colston Consulting
Salary: £35000 - £40000 per annum
Posted: 2 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 2 days ago
Bradford, West Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Pension, Healthcare etc
Posted: 3 days ago
City, London
Spencer Rose
Salary: £60000 - £80000 per annum + pension after 6 months probation
Posted: 2 days ago
Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum + bens
Posted: 4 days ago
Guildford, Surrey
Reed Technology
Salary: £35000 - £40000 per annum
Posted: 4 days ago
London
Oscar
Salary: £45000 - £60000 per annum + Excellent Benefits!
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £35000 - £40000 per annum + Bonus and Benefits
Posted: 2 days ago
St. Helens, Merseyside
Opus IT Consulting
Salary: £30000 - £35000 per annum + Additional Benefits + Bonus
Posted: 4 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 2 days ago
Greater Manchester
Monarch Recruitment
Salary: £35000 - £45000 per annum
Posted: 5 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: 3 days ago
Colchester, Essex
Hurren and Hope
Salary: £45k - 50k per year + Plus benefits
Posted: 4 days ago
Salford, Lancashire
Maclean Moore Consulting
Salary: From £30,000 to £35,000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £30,000 to £30,000 per annum
Posted: 5 days ago
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 5 days ago