The table below looks at the statistics for ETL skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK / England
Rank 120 103 134
Rank change year-on-year
-17 +31
Permanent jobs citing ETL 1932 2768 2332
As % of all permanent IT jobs located in England 2.49% 2.91% 2.35%
As % of the Processes & Methodologies category 2.80% 3.29% 2.71%
Number of salaries quoted 1574 2251 1902
Median salary £50,000 £52,500 £52,500
Median salary % change year-on-year
-4.76% -
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £72,500 £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 in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69069 84139 86089
As % of all permanent IT jobs located in England 88.85% 88.35% 86.66%
Number of salaries quoted 57142 70621 71057
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in England

The demand trend of job ads across the England region citing ETL as a proportion of all IT jobs with a match in 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 25 February 2017.

ETL Salary Histogram in England

ETL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the England region over the 3 months to 25 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
London -22 901 £57,500 - 141
South East +9 340 £54,000 +11.34% 37
North West +40 168 £35,000 -14.63% 35
East of England +48 141 £50,000 - 20
South West -13 113 £42,500 +6.25% 11
Yorkshire -68 95 £42,500 +6.25% 15
West Midlands -30 91 £42,500 -1.16% 12
East Midlands +10 69 £45,000 -10.00% 10
North East -9 4 £40,075 -6.80% 2
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 25 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 across the England region with a requirement for ETL.

1 2671 (68.19%) SQL
2 2166 (55.30%) Business Intelligence
3 1922 (49.07%) SQL Server
4 1873 (47.82%) Data Warehouse
5 1666 (42.53%) SQL Server Integration Services
6 1218 (31.10%) SQL Server Reporting Services
7 1142 (29.15%) Oracle
8 1122 (28.64%) Agile Software Development
9 1053 (26.88%) T-SQL
10 1037 (26.47%) Finance
11 1015 (25.91%) Microsoft
12 915 (23.36%) SQL Server Analysis Services
13 833 (21.27%) Data Modelling
14 795 (20.30%) Analytics
15 637 (16.26%) MS Excel
16 588 (15.01%) Java
17 585 (14.93%) Big Data
18 582 (14.86%) Relational Database
19 528 (13.48%) Analytical Skills
20 521 (13.30%) Degree
21 454 (11.59%) Tableau
22 444 (11.34%) SQL Server 2012
23 440 (11.23%) C#
24 431 (11.00%) .NET
25 426 (10.88%) Hadoop
26 411 (10.49%) Informatica
27 392 (10.01%) Power BI
28 378 (9.65%) Data Integration
29 372 (9.50%) Data Management
30 357 (9.11%) Web Services

ETL
Top Related IT Skills in England 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
1 174 (4.44%) Apache Spark
2 137 (3.50%) SAS
3 115 (2.94%) JBoss
4 108 (2.76%) SharePoint
5 104 (2.66%) Oracle SOA Suite
6 81 (2.07%) Tomcat
7 77 (1.97%) Elasticsearch
8 73 (1.86%) WebLogic
9 70 (1.79%) Apache Pig
9 70 (1.79%) WebSphere
10 69 (1.76%) Apache
11 62 (1.58%) IIS
12 41 (1.05%) BizTalk Server
13 33 (0.84%) Confluence
14 30 (0.77%) Jetty
14 30 (0.77%) nginx
15 29 (0.74%) Oracle Workflow
16 15 (0.38%) Apache Solr
17 13 (0.33%) CMS
17 13 (0.33%) GlassFish
Applications
1 637 (16.26%) MS Excel
2 67 (1.71%) MS Office
3 56 (1.43%) SPSS
4 25 (0.64%) MS Visio
5 21 (0.54%) MS PowerPoint
6 16 (0.41%) Spreadsheet
7 5 (0.13%) MS Project
8 4 (0.10%) Stata
9 3 (0.077%) InfoPath
10 2 (0.051%) Gliffy
10 2 (0.051%) OmniGraffle
10 2 (0.051%) SPSS Modeler
11 1 (0.026%) EngageOne
11 1 (0.026%) Weka
Business Applications
1 43 (1.10%) Cognos Business Intelligence
2 34 (0.87%) Oracle EBS
3 32 (0.82%) Dynamics CRM
4 17 (0.43%) SAP ERP
5 16 (0.41%) Cognos Planning
5 16 (0.41%) Cognos TM1
6 15 (0.38%) Oracle EBS R12
7 14 (0.36%) Dynamics AX
8 13 (0.33%) BusinessWorks
8 13 (0.33%) SAP CRM
9 12 (0.31%) Dynamics NAV
10 11 (0.28%) Eloqua
10 11 (0.28%) HFM
11 10 (0.26%) SAP Oil and Gas
12 9 (0.23%) Oracle Receivables
13 8 (0.20%) Hyperion Planning
13 8 (0.20%) Oracle Applications
13 8 (0.20%) Oracle BPM
13 8 (0.20%) Oracle Payables
13 8 (0.20%) Unit4 Business World
Cloud Services
1 294 (7.51%) Amazon AWS
2 269 (6.87%) Microsoft Azure
3 62 (1.58%) Amazon EC2
4 50 (1.28%) Google Cloud Platform
5 49 (1.25%) SaaS
6 42 (1.07%) Cloud Computing
7 33 (0.84%) GitHub
8 30 (0.77%) Amazon S3
8 30 (0.77%) Google Analytics
9 26 (0.66%) Amazon EMR
10 19 (0.49%) Office 365
11 17 (0.43%) Amazon Kinesis
12 16 (0.41%) Force.com
13 15 (0.38%) PaaS
14 13 (0.33%) IaaS
15 9 (0.23%) Amazon ELB
15 9 (0.23%) AWS Elastic Beanstalk
15 9 (0.23%) Azure Machine Learning
15 9 (0.23%) Route 53
15 9 (0.23%) Virtual Private Cloud
Communications & Networking
1 55 (1.40%) Internet
2 18 (0.46%) HTTP
3 16 (0.41%) Intranet
4 15 (0.38%) TCP/IP
5 13 (0.33%) HTTPS
5 13 (0.33%) SAN
5 13 (0.33%) SNMP
6 11 (0.28%) Firewall
7 8 (0.20%) FTP
8 7 (0.18%) DNS
9 4 (0.10%) Extranet
9 4 (0.10%) VoIP
9 4 (0.10%) VPN
10 3 (0.077%) LDAP
10 3 (0.077%) SSL
11 2 (0.051%) Kerberos
12 1 (0.026%) DHCP
12 1 (0.026%) LAN
12 1 (0.026%) WAN
12 1 (0.026%) WLAN
Database & Business Intelligence
1 1922 (49.07%) SQL Server
2 1873 (47.82%) Data Warehouse
3 1666 (42.53%) SQL Server Integration Services
4 1218 (31.10%) SQL Server Reporting Services
5 915 (23.36%) SQL Server Analysis Services
6 585 (14.93%) Big Data
7 582 (14.86%) Relational Database
8 444 (11.34%) SQL Server 2012
9 426 (10.88%) Hadoop
10 392 (10.01%) Power BI
11 334 (8.53%) QlikView
12 319 (8.14%) SQL Server 2008
13 309 (7.89%) BusinessObjects
14 296 (7.56%) Oracle Database
15 294 (7.51%) SQL Server 2014
16 286 (7.30%) MySQL
17 265 (6.77%) NoSQL
18 263 (6.71%) OLAP
19 253 (6.46%) RDBMS
20 200 (5.11%) SQL Server 2016
Development Applications
1 237 (6.05%) Talend Open Studio
2 203 (5.18%) Team Foundation Server
3 176 (4.49%) Visual Studio
4 137 (3.50%) JIRA
5 93 (2.37%) Git (software)
6 85 (2.17%) Jenkins
7 65 (1.66%) Subversion
8 55 (1.40%) Maven
9 54 (1.38%) JUnit
10 53 (1.35%) Gradle
11 49 (1.25%) Oracle Forms
12 48 (1.23%) SQL Server Management Studio (SSMS)
13 47 (1.20%) Selenium
14 45 (1.15%) Toad
15 44 (1.12%) Eclipse
16 35 (0.89%) Ant
17 32 (0.82%) Hudson
18 30 (0.77%) Sonatype Nexus
19 27 (0.69%) Octopus Deploy
20 25 (0.64%) ERwin
General
1 1037 (26.47%) Finance
2 284 (7.25%) Banking
3 242 (6.18%) Retail
4 218 (5.57%) Marketing
5 138 (3.52%) Legal
6 83 (2.12%) Advertising
7 64 (1.63%) Manufacturing
8 52 (1.33%) Investment Banking
9 46 (1.17%) Games
9 46 (1.17%) Telecoms
10 36 (0.92%) Pharmaceutical
11 35 (0.89%) Financial Institution
12 34 (0.87%) Publishing
13 28 (0.71%) Law
14 22 (0.56%) Front Office
15 20 (0.51%) Back Office
16 18 (0.46%) Billing
17 13 (0.33%) Electronics
17 13 (0.33%) Music Industry
18 12 (0.31%) Automotive
Job Titles
1 1667 (42.56%) Developer
2 697 (17.79%) SQL Developer
3 635 (16.21%) Analyst
4 614 (15.68%) Business Intelligence Developer
5 443 (11.31%) Architect
6 330 (8.42%) ETL Developer
7 279 (7.12%) SSIS Developer
8 275 (7.02%) Business Intelligence Analyst
9 270 (6.89%) DBA
10 253 (6.46%) Senior Developer
11 243 (6.20%) Data Architect
12 228 (5.82%) SQL Server Developer
13 219 (5.59%) SQL BI Developer
14 207 (5.28%) SQL DBA
15 188 (4.80%) Business Developer
16 183 (4.67%) Consultant
17 178 (4.54%) SSRS Developer
18 173 (4.42%) Data Warehouse Developer
19 165 (4.21%) Data Engineer
20 157 (4.01%) Oracle Developer
Libraries, Frameworks & Software Standards
1 431 (11.00%) .NET
2 357 (9.11%) Web Services
3 343 (8.76%) XML
4 168 (4.29%) HTML
5 164 (4.19%) MDX
6 135 (3.45%) SOAP
7 125 (3.19%) REST
8 94 (2.40%) Spring
9 93 (2.37%) CSS
10 89 (2.27%) RESTful
11 87 (2.22%) .NET Framework
11 87 (2.22%) J2EE
12 77 (1.97%) JSON
13 71 (1.81%) ASP.NET
14 67 (1.71%) Java EE
15 65 (1.66%) Middleware
16 51 (1.30%) XSLT
17 50 (1.28%) XSD
18 49 (1.25%) WCF
19 46 (1.17%) JPA
Miscellaneous
1 528 (13.48%) Analytical Skills
2 244 (6.23%) Computer Science
3 181 (4.62%) Management Information System
4 102 (2.60%) Enterprise Software
5 81 (2.07%) Data Structures
6 72 (1.84%) Replication
7 68 (1.74%) Clustering
8 66 (1.68%) iPad
9 60 (1.53%) Algorithms
10 54 (1.38%) Fintech
11 44 (1.12%) Credit Risk
12 36 (0.92%) NHS
13 29 (0.74%) Semantic Web
13 29 (0.74%) User Experience
14 24 (0.61%) Life Science
15 23 (0.59%) Reference Data
16 21 (0.54%) N-Tier
17 19 (0.49%) Reinsurance
18 16 (0.41%) Data Centre
19 15 (0.38%) Wiki
Operating Systems
1 322 (8.22%) Linux
2 227 (5.80%) Windows
3 212 (5.41%) Unix
4 63 (1.61%) Windows Server
5 59 (1.51%) Red Hat Enterprise Linux
6 41 (1.05%) Windows Server 2012
7 18 (0.46%) Windows Server 2003
8 14 (0.36%) Windows Server 2008
9 13 (0.33%) Solaris
10 9 (0.23%) Android
11 8 (0.20%) CentOS
12 6 (0.15%) HPUX
13 5 (0.13%) AIX
14 4 (0.10%) Windows 10
15 3 (0.077%) Ubuntu
15 3 (0.077%) Windows XP
16 2 (0.051%) Apple iOS
16 2 (0.051%) Fedora
16 2 (0.051%) Mac OS
16 2 (0.051%) VMS
Processes & Methodologies
1 2166 (55.30%) Business Intelligence
2 1122 (28.64%) Agile Software Development
3 833 (21.27%) Data Modelling
4 795 (20.30%) Analytics
5 378 (9.65%) Data Integration
6 372 (9.50%) Data Management
7 338 (8.63%) Visualisation
8 314 (8.02%) Scrum
9 299 (7.63%) Kimball Methodology
10 295 (7.53%) Migration
11 281 (7.17%) Performance Tuning
12 279 (7.12%) Data Analysis
13 270 (6.89%) SDLC
14 223 (5.69%) Data Visualisation
15 213 (5.44%) Project Management
16 210 (5.36%) ETL Development
17 204 (5.21%) SOA
18 198 (5.05%) Continuous Integration
19 197 (5.03%) Data Analytics
20 192 (4.90%) Software Engineering
Programming Languages
1 2671 (68.19%) SQL
2 1053 (26.88%) T-SQL
3 588 (15.01%) Java
4 440 (11.23%) C#
5 354 (9.04%) Python
6 327 (8.35%) PL/SQL
7 256 (6.54%) JavaScript
8 195 (4.98%) R
9 144 (3.68%) Shell Script
10 124 (3.17%) Data Analysis Expressions (DAX)
11 118 (3.01%) PowerShell
12 116 (2.96%) VBA
13 81 (2.07%) Scala
14 80 (2.04%) C++
14 80 (2.04%) VB.NET
15 57 (1.46%) C
16 56 (1.43%) PHP
17 47 (1.20%) Groovy
18 39 (1.00%) Perl
19 31 (0.79%) VB
Qualifications
1 521 (13.30%) Degree
2 60 (1.53%) Microsoft Certification
3 45 (1.15%) Security Cleared
4 29 (0.74%) SC Cleared
5 27 (0.69%) ISEB
6 26 (0.66%) Oracle Certification
7 21 (0.54%) ISTQB
8 18 (0.46%) MCITP
8 18 (0.46%) MCTS
9 17 (0.43%) PMI Certification
10 13 (0.33%) PhD
11 12 (0.31%) OCP
12 9 (0.23%) MCP
12 9 (0.23%) PMP
13 8 (0.20%) ACCA
13 8 (0.20%) ISTQB Foundation Certification
13 8 (0.20%) MCSE
14 7 (0.18%) MCSA
15 5 (0.13%) CIMA
15 5 (0.13%) Postgraduate
Quality Assurance & Compliance
1 335 (8.55%) Data Quality
2 166 (4.24%) QA
3 44 (1.12%) SLA
4 12 (0.31%) IFRS
4 12 (0.31%) IFRS 9
5 10 (0.26%) COBIT
6 9 (0.23%) PCI DSS
7 8 (0.20%) Sarbanes-Oxley
8 4 (0.10%) Dodd-Frank
8 4 (0.10%) HL7
8 4 (0.10%) Solvency II
9 3 (0.077%) ISO/IEC 27001
9 3 (0.077%) SNOMED CT
10 2 (0.051%) CRD IV
10 2 (0.051%) GCP
10 2 (0.051%) GDPR
10 2 (0.051%) ISO 14001
10 2 (0.051%) ISO 9001
11 1 (0.026%) PMO
11 1 (0.026%) SEPA
System Software
1 33 (0.84%) Apache Flume
2 30 (0.77%) HDFS
3 22 (0.56%) Docker
4 11 (0.28%) Active Directory
5 6 (0.15%) Oracle RAC
6 5 (0.13%) XenServer
7 3 (0.077%) Virtual Machines
7 3 (0.077%) VMware Infrastructure
8 2 (0.051%) Apache ZooKeeper
8 2 (0.051%) iptables
8 2 (0.051%) KVM
8 2 (0.051%) vSphere
8 2 (0.051%) Xen
9 1 (0.026%) Hyper-V
9 1 (0.026%) VMware Server
Systems Management
1 43 (1.10%) Opscode Chef
2 34 (0.87%) Puppet
3 32 (0.82%) Ansible
4 27 (0.69%) Oozie
5 17 (0.43%) HP Quality Center
6 14 (0.36%) Control-M
7 13 (0.33%) Oracle Enterprise Manager
8 11 (0.28%) Data Guard
9 8 (0.20%) Perfmon
10 7 (0.18%) Enterprise Manager Cloud Control
10 7 (0.18%) Oracle RMAN
11 5 (0.13%) Kibana
12 4 (0.10%) Failover Clustering
12 4 (0.10%) Mesos
13 2 (0.051%) Hadoop YARN
13 2 (0.051%) Salt
14 1 (0.026%) Dollar Universe
14 1 (0.026%) logstash
14 1 (0.026%) Microsoft Clustering
14 1 (0.026%) Terraform
Vendors
1 1142 (29.15%) Oracle
2 1015 (25.91%) Microsoft
3 454 (11.59%) Tableau
4 411 (10.49%) Informatica
5 263 (6.71%) SAP
6 237 (6.05%) Talend
7 209 (5.34%) Cognos
8 129 (3.29%) IBM
9 122 (3.11%) Google
10 103 (2.63%) Teradata
11 98 (2.50%) Salesforce.com
12 95 (2.43%) Sybase
13 48 (1.23%) Netezza
13 48 (1.23%) Red Hat
14 44 (1.12%) Splunk
15 40 (1.02%) MicroStrategy
16 37 (0.94%) RedGate
17 36 (0.92%) Hyperion
18 35 (0.89%) BMC
19 30 (0.77%) ILOG
City, London
Harrington Starr
Salary: £70000 per annum + Benefits
Posted: 7 hours ago
London
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
London
Burns Sheehan
Salary: £40000 - £45000 per annum + benefits
Posted: 23 hours ago
London
Capital IT Resourcing LTD
Salary: £55000 - £65000 per annum + Bonus + Benefits
Posted: Yesterday
Isle of Wight
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £35000 per annum
Posted: 22 hours ago
Salisbury, Wiltshire
X4 Group
Salary: £30k - 40k per year
Posted: 23 hours ago
London
McGregor Boyall
Salary: £38500 - £48000 per annum
Posted: 20 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + excellent benefits
Posted: Yesterday
Borehamwood, Hertfordshire
Capital IT Resourcing LTD
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
Wiltshire
Colston Consulting
Salary: £35000 - £40000 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 22 hours ago
Bradford, West Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Pension, Healthcare etc
Posted: Yesterday
City, London
Spencer Rose
Salary: £60000 - £80000 per annum + pension after 6 months probation
Posted: 23 hours ago
Chester, Cheshire
Recann
Salary: £35000 - £42000 per annum + Bonus, Pension, Benefits
Posted: 2 days ago
London
Oscar
Salary: £45000 - £60000 per annum + Excellent Benefits!
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £35000 - £40000 per annum + Bonus and Benefits
Posted: Yesterday
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: Yesterday
Salford, Lancashire
Maclean Moore Consulting
Salary: From £30,000 to £35,000 per annum
Posted: 22 hours ago
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 22 hours ago
City, London
TEKsystems
Salary: £65000 - £70000 per annum + benefits
Posted: 22 hours ago
Midlands
ReThink Recruitment
Salary: £75000.00 per annum
Posted: 23 hours ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: Yesterday
Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum + bens
Posted: 3 days ago
Guildford, Surrey
Reed Technology
Salary: £35000 - £40000 per annum
Posted: 3 days ago
St. Helens, Merseyside
Opus IT Consulting
Salary: £30000 - £35000 per annum + Additional Benefits + Bonus
Posted: 3 days ago
Colchester, Essex
Hurren and Hope
Salary: £45k - 50k per year + Plus benefits
Posted: 3 days ago
West London
QVC
Salary: Competitive
Posted: 2 days ago
Greater Manchester
Monarch Recruitment
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Berkshire
Austin Fraser
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 2 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 3 days ago