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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 143 100 126
Rank change year-on-year
-43 +26
Permanent jobs citing ETL 1918 2843 2614
As % of all permanent IT jobs located in England 2.28% 2.86% 2.45%
As % of the Processes & Methodologies category 2.59% 3.27% 2.86%
Number of salaries quoted 1587 2319 2174
Median salary £52,500 £50,000 £52,500
Median salary % change year-on-year
+5.00% -4.76%
90% offered a salary of more than £35,000 £35,000 £35,700
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £45,000
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
74022 87052 91292
As % of all permanent IT jobs located in England 88.06% 87.52% 85.71%
Number of salaries quoted 61537 72688 75688
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
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 9 December 2016.

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 9 December 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
(Click see detailed
statistics and trends)
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 -27 971 £60,000 +2.56% 110
South East -26 324 £50,000 +5.26% 43
East of England +43 147 £50,000 +5.26% 12
Yorkshire -31 123 £42,500 +6.25% 14
North West -45 111 £37,500 -6.25% 27
South West -17 85 £42,500 -5.55% 12
West Midlands -66 70 £42,500 - 11
East Midlands -1 64 £45,000 +5.88% 4
North East 0 13 £39,190 +22.46% 3
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 9 December 2016, 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 2817 (66.91%) SQL
2 2348 (55.77%) Business Intelligence
3 2149 (51.05%) SQL Server
4 2081 (49.43%) Data Warehouse
5 1790 (42.52%) SQL Server Integration Services
6 1246 (29.60%) SQL Server Reporting Services
7 1146 (27.22%) Oracle
8 1118 (26.56%) Finance
9 1113 (26.44%) T-SQL
10 1062 (25.23%) Agile Software Development
11 1030 (24.47%) Microsoft
12 930 (22.09%) Data Modelling
13 920 (21.85%) SQL Server Analysis Services
14 854 (20.29%) Analytics
15 657 (15.61%) Big Data
16 646 (15.34%) Analytical Skills
17 594 (14.11%) Degree
18 588 (13.97%) MS Excel
19 564 (13.40%) Java
20 562 (13.35%) Relational Database
21 534 (12.68%) SQL Server 2012
22 532 (12.64%) Data Management
23 524 (12.45%) Informatica
24 482 (11.45%) Tableau
25 476 (11.31%) .NET
26 469 (11.14%) Hadoop
27 460 (10.93%) C#
28 451 (10.71%) Data Quality
29 432 (10.26%) Data Integration
30 414 (9.83%) SQL Server 2008

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
1 185 (4.39%) SAS
2 174 (4.13%) Apache Spark
3 135 (3.21%) SharePoint
4 92 (2.19%) Oracle SOA Suite
5 86 (2.04%) Elasticsearch
6 75 (1.78%) Apache Pig
7 74 (1.76%) WebSphere
8 72 (1.71%) Apache
9 66 (1.57%) JBoss
10 64 (1.52%) Tomcat
11 46 (1.09%) WebLogic
12 39 (0.93%) IIS
13 27 (0.64%) BizTalk Server
14 23 (0.55%) Apache Solr
14 23 (0.55%) Confluence
15 15 (0.36%) Jetty
15 15 (0.36%) nginx
16 14 (0.33%) CMS
17 13 (0.31%) GlassFish
17 13 (0.31%) Oracle Workflow
Applications
1 588 (13.97%) MS Excel
2 89 (2.11%) MS Office
3 77 (1.83%) SPSS
4 30 (0.71%) MS PowerPoint
5 20 (0.48%) MS Visio
6 16 (0.38%) Spreadsheet
7 8 (0.19%) MS Project
8 4 (0.095%) Gephi
8 4 (0.095%) Stata
9 3 (0.071%) InfoPath
10 2 (0.048%) Gliffy
10 2 (0.048%) OmniGraffle
Business Applications
1 45 (1.07%) Cognos Business Intelligence
2 31 (0.74%) Dynamics CRM
3 26 (0.62%) SAP BPC
4 21 (0.50%) Cognos TM1
4 21 (0.50%) Dynamics AX
5 16 (0.38%) Markit EDM
6 15 (0.36%) FastStats
6 15 (0.36%) SAP ERP
7 14 (0.33%) BusinessWorks
7 14 (0.33%) Cognos Planning
7 14 (0.33%) Salesforce.com CRM
8 13 (0.31%) Oracle EBS
9 12 (0.29%) SAP CRM
10 11 (0.26%) Eloqua
11 10 (0.24%) Dynamics NAV
11 10 (0.24%) SAP Oil and Gas
12 9 (0.21%) Oracle Applications
12 9 (0.21%) Oracle Receivables
12 9 (0.21%) TIBCO BusinessEvents
13 8 (0.19%) Oracle Payables
Cloud Services
1 297 (7.05%) Amazon AWS
2 215 (5.11%) Microsoft Azure
3 78 (1.85%) Amazon EC2
4 45 (1.07%) SaaS
5 44 (1.05%) Google Cloud Platform
6 43 (1.02%) Cloud Computing
7 41 (0.97%) GitHub
8 34 (0.81%) Amazon EMR
9 32 (0.76%) Amazon S3
10 26 (0.62%) Office 365
11 25 (0.59%) Google Analytics
12 22 (0.52%) Amazon Kinesis
13 21 (0.50%) Force.com
14 20 (0.48%) PaaS
15 19 (0.45%) AWS Elastic Beanstalk
16 18 (0.43%) IaaS
17 17 (0.40%) Amazon ELB
17 17 (0.40%) Route 53
17 17 (0.40%) Virtual Private Cloud
18 6 (0.14%) iPaaS
Communications & Networking
1 53 (1.26%) Internet
2 16 (0.38%) Firewall
2 16 (0.38%) FTP
2 16 (0.38%) HTTP
3 12 (0.29%) DNS
4 10 (0.24%) SAN
5 8 (0.19%) TCP/IP
6 7 (0.17%) Intranet
7 6 (0.14%) HTTPS
7 6 (0.14%) SNMP
8 5 (0.12%) Network Security
9 2 (0.048%) Kerberos
9 2 (0.048%) LDAP
9 2 (0.048%) SSL
9 2 (0.048%) VoIP
9 2 (0.048%) VPN
10 1 (0.024%) LAN
10 1 (0.024%) PPP
10 1 (0.024%) WAN
10 1 (0.024%) WLAN
Database & Business Intelligence
1 2149 (51.05%) SQL Server
2 2081 (49.43%) Data Warehouse
3 1790 (42.52%) SQL Server Integration Services
4 1246 (29.60%) SQL Server Reporting Services
5 920 (21.85%) SQL Server Analysis Services
6 657 (15.61%) Big Data
7 562 (13.35%) Relational Database
8 534 (12.68%) SQL Server 2012
9 469 (11.14%) Hadoop
10 414 (9.83%) SQL Server 2008
11 411 (9.76%) BusinessObjects
12 359 (8.53%) SQL Server 2014
13 346 (8.22%) QlikView
14 335 (7.96%) NoSQL
15 306 (7.27%) Oracle Database
16 280 (6.65%) Power BI
17 277 (6.58%) MySQL
18 272 (6.46%) RDBMS
19 225 (5.34%) OLAP
20 181 (4.30%) SQL Server 2016
Development Applications
1 224 (5.32%) Team Foundation Server
2 207 (4.92%) Talend Open Studio
3 143 (3.40%) Visual Studio
4 132 (3.14%) JIRA
5 107 (2.54%) Git (software)
6 76 (1.81%) Jenkins
7 49 (1.16%) SQL Server Management Studio (SSMS)
8 46 (1.09%) JUnit
9 44 (1.05%) Gradle
10 38 (0.90%) ERwin
11 37 (0.88%) Subversion
12 35 (0.83%) Toad
13 31 (0.74%) Eclipse
13 31 (0.74%) Octopus Deploy
14 29 (0.69%) Mockito
15 27 (0.64%) Maven
15 27 (0.64%) Selenium
16 26 (0.62%) Oracle Forms
17 25 (0.59%) IntelliJ
17 25 (0.59%) TestNG
General
1 1118 (26.56%) Finance
2 288 (6.84%) Banking
3 271 (6.44%) Retail
4 221 (5.25%) Marketing
5 140 (3.33%) Legal
6 72 (1.71%) Advertising
6 72 (1.71%) Investment Banking
7 60 (1.43%) Manufacturing
8 52 (1.24%) Games
9 38 (0.90%) Telecoms
10 37 (0.88%) Back Office
11 36 (0.86%) Publishing
12 34 (0.81%) Financial Institution
13 32 (0.76%) Pharmaceutical
14 31 (0.74%) Law
15 30 (0.71%) Billing
16 23 (0.55%) Front Office
16 23 (0.55%) Retail Banking
17 16 (0.38%) Corporate Banking
18 15 (0.36%) Private Banking
Job Titles
1 1824 (43.33%) Developer
2 764 (18.15%) SQL Developer
3 648 (15.39%) Business Intelligence Developer
4 595 (14.13%) Analyst
5 523 (12.42%) Architect
6 448 (10.64%) ETL Developer
7 366 (8.69%) SSIS Developer
8 341 (8.10%) Data Architect
9 290 (6.89%) DBA
10 247 (5.87%) SQL DBA
11 236 (5.61%) SQL Server Developer
12 232 (5.51%) Business Intelligence Analyst
12 232 (5.51%) SQL BI Developer
13 228 (5.42%) Senior Developer
14 201 (4.77%) Data Warehouse Developer
15 199 (4.73%) SSRS Developer
16 197 (4.68%) Consultant
17 166 (3.94%) Oracle Developer
18 165 (3.92%) Data Analyst
19 157 (3.73%) Data Engineer
Libraries, Frameworks & Software Standards
1 476 (11.31%) .NET
2 391 (9.29%) XML
3 370 (8.79%) Web Services
4 178 (4.23%) MDX
5 122 (2.90%) HTML
6 116 (2.76%) REST
7 113 (2.68%) SOAP
8 112 (2.66%) ASP.NET
9 82 (1.95%) .NET Framework
10 74 (1.76%) Middleware
10 74 (1.76%) Spring
11 63 (1.50%) JSON
12 61 (1.45%) RESTful
13 56 (1.33%) WCF
14 53 (1.26%) CSS
15 50 (1.19%) J2EE
15 50 (1.19%) JDBC
16 45 (1.07%) WebSphere MQ
17 44 (1.05%) JMS
18 43 (1.02%) Entity Framework
Miscellaneous
1 646 (15.34%) Analytical Skills
2 432 (10.26%) Data Integration
3 330 (7.84%) Visualisation
4 279 (6.63%) Computer Science
5 206 (4.89%) Management Information System
6 138 (3.28%) Mathematics
7 121 (2.87%) Statistics
8 106 (2.52%) Enterprise Software
9 85 (2.02%) Replication
10 74 (1.76%) Data Structures
11 61 (1.45%) Fintech
12 58 (1.38%) Credit Risk
13 56 (1.33%) Data Extraction
14 46 (1.09%) iPad
15 43 (1.02%) Clustering
16 38 (0.90%) Algorithms
17 36 (0.86%) User Experience
18 31 (0.74%) NHS
19 26 (0.62%) Reference Data
20 25 (0.59%) Taxonomies
Operating Systems
1 272 (6.46%) Linux
2 253 (6.01%) Unix
3 230 (5.46%) Windows
4 74 (1.76%) Windows Server
5 43 (1.02%) Red Hat Enterprise Linux
6 32 (0.76%) Windows Server 2012
7 17 (0.40%) Windows Server 2003
8 14 (0.33%) Windows Server 2008
9 9 (0.21%) Solaris
10 7 (0.17%) AIX
11 6 (0.14%) HPUX
12 5 (0.12%) Ubuntu
13 4 (0.095%) Android
13 4 (0.095%) Windows 10
14 3 (0.071%) Apple iOS
14 3 (0.071%) Windows XP
15 2 (0.048%) CentOS
15 2 (0.048%) Mac OS
15 2 (0.048%) Oracle Linux
16 1 (0.024%) Windows 7
Processes & Methodologies
1 2348 (55.77%) Business Intelligence
2 1062 (25.23%) Agile Software Development
3 930 (22.09%) Data Modelling
4 854 (20.29%) Analytics
5 532 (12.64%) Data Management
6 341 (8.10%) Kimball Methodology
6 341 (8.10%) Performance Tuning
7 333 (7.91%) Migration
8 312 (7.41%) SDLC
9 311 (7.39%) Data Analysis
10 281 (6.67%) Data Architecture
11 273 (6.48%) Scrum
12 261 (6.20%) ETL Development
13 247 (5.87%) SOA
14 227 (5.39%) Data Analytics
15 216 (5.13%) CRM
16 215 (5.11%) Data Visualisation
17 212 (5.04%) Master Data Management
18 211 (5.01%) Project Management
19 200 (4.75%) Data Migration
Programming Languages
1 2817 (66.91%) SQL
2 1113 (26.44%) T-SQL
3 564 (13.40%) Java
4 460 (10.93%) C#
5 358 (8.50%) Python
6 342 (8.12%) PL/SQL
7 178 (4.23%) JavaScript
8 166 (3.94%) PowerShell
9 160 (3.80%) Shell Script
10 147 (3.49%) VBA
11 145 (3.44%) R
12 99 (2.35%) Scala
13 82 (1.95%) Data Analysis Expressions (DAX)
14 78 (1.85%) VB.NET
15 65 (1.54%) C++
16 57 (1.35%) PHP
17 54 (1.28%) Perl
18 44 (1.05%) VB
19 41 (0.97%) C
20 31 (0.74%) Clojure
Qualifications
1 594 (14.11%) Degree
2 78 (1.85%) Microsoft Certification
3 61 (1.45%) Security Cleared
4 38 (0.90%) SC Cleared
5 34 (0.81%) MCITP
6 28 (0.67%) Oracle Certification
7 24 (0.57%) ISEB
7 24 (0.57%) PMI Certification
8 22 (0.52%) PhD
9 21 (0.50%) ISTQB
10 16 (0.38%) ITIL Foundation Certificate
11 15 (0.36%) MCTS
12 13 (0.31%) OCP
13 12 (0.29%) MCSE
14 11 (0.26%) ISTQB Foundation Certification
15 10 (0.24%) ACCA
16 8 (0.19%) CIMA
17 7 (0.17%) MCSA
18 6 (0.14%) ITIL Certification
18 6 (0.14%) MCP
Quality Assurance & Compliance
1 451 (10.71%) Data Quality
2 156 (3.71%) QA
3 63 (1.50%) SLA
4 10 (0.24%) PCI DSS
5 9 (0.21%) Dodd-Frank
6 7 (0.17%) Solvency II
7 5 (0.12%) COBIT
7 5 (0.12%) CRD IV
8 4 (0.095%) HL7
9 3 (0.071%) Sarbanes-Oxley
9 3 (0.071%) SNOMED CT
10 1 (0.024%) FATCA
10 1 (0.024%) GxP
10 1 (0.024%) HIPAA
10 1 (0.024%) ISO/IEC 27001
10 1 (0.024%) ISO20022
10 1 (0.024%) SDET
10 1 (0.024%) SEPA
10 1 (0.024%) SSAE 16
System Software
1 40 (0.95%) Apache Flume
2 37 (0.88%) HDFS
3 25 (0.59%) Docker
4 11 (0.26%) Oracle RAC
5 6 (0.14%) Active Directory
6 4 (0.095%) Veritas Cluster Server
7 3 (0.071%) VMware Infrastructure
8 2 (0.048%) Ceph
9 1 (0.024%) Apache ZooKeeper
9 1 (0.024%) Firmware
9 1 (0.024%) GPFS
9 1 (0.024%) Hyper-V
9 1 (0.024%) SRDF
9 1 (0.024%) Tivoli Workload Scheduler
9 1 (0.024%) VirtualBox
9 1 (0.024%) VMware Server
9 1 (0.024%) Xen
Systems Management
1 59 (1.40%) Opscode Chef
2 49 (1.16%) Puppet
3 44 (1.05%) Ansible
4 38 (0.90%) Control-M
5 27 (0.64%) Oozie
6 16 (0.38%) HP Quality Center
7 14 (0.33%) Failover Clustering
8 9 (0.21%) Hadoop YARN
9 7 (0.17%) Mesos
9 7 (0.17%) Oracle Enterprise Manager
9 7 (0.17%) Perfmon
10 6 (0.14%) Data Guard
10 6 (0.14%) Kibana
10 6 (0.14%) MOM
11 5 (0.12%) Dollar Universe
11 5 (0.12%) SCOM
12 3 (0.071%) logstash
12 3 (0.071%) Oracle EDQ
13 1 (0.024%) Ambari
13 1 (0.024%) ZABBIX
Vendors
1 1146 (27.22%) Oracle
2 1030 (24.47%) Microsoft
3 524 (12.45%) Informatica
4 482 (11.45%) Tableau
5 320 (7.60%) SAP
6 263 (6.25%) Cognos
7 207 (4.92%) Talend
8 199 (4.73%) IBM
9 130 (3.09%) Salesforce.com
10 110 (2.61%) Teradata
11 90 (2.14%) Google
12 63 (1.50%) Netezza
13 51 (1.21%) MicroStrategy
14 49 (1.16%) Sybase
15 44 (1.05%) Ab Initio
16 33 (0.78%) EXASOL
16 33 (0.78%) Hyperion
17 32 (0.76%) MuleSoft
17 32 (0.76%) Splunk
18 31 (0.74%) HP
Northamptonshire
Oscar
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 hours ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £35000.00 - £45000.00 per annum
Posted: 5 hours ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Good Bonus and Benefits
Posted: 2 hours ago
City, London
Comtecs
Salary: £65000 - £75000 Per Annum + Bonus + Excellent Benefits
Posted: 8 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 6 hours ago
Worcestershire
Spring Technology
Salary: £30000.00 - £46000.00 per annum
Posted: Yesterday
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 2 hours ago
City, London
Pioneer Search
Salary: £35000 - £40000 per annum
Posted: 3 hours ago
Ipswich, Suffolk
Hurren and Hope
Salary: £40k - 50k per year
Posted: Yesterday
Stockport, Cheshire
Adria Solutions Ltd
Salary: £28000 - £30000 per annum + Benefits
Posted: 3 hours ago
London
ARC IT Recruitment Ltd
Salary: £55k Per Annum + benefits
Posted: 1 hour ago
London
McGregor Boyall
Salary: £50000.00 - £70000.00 per annum
Posted: Yesterday
South East
Austin Fraser
Salary: £45000.00 per annum + Benefits
Posted: Yesterday
Hampshire
Lawrence Harvey Enterprise
Salary: £40000.00 - £48000.00 per annum
Posted: 2 days ago
London
Freshtechit
Salary: From £45,000 to £60,000 per annum
Posted: 2 days ago
Berkshire
Austin Fraser
Salary: £50000.00 - £60000.00 per annum + Bonus + Benefits
Posted: Yesterday
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: Yesterday
South West London
CONTEXT
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday
City, London
Capital IT Resourcing LTD
Salary: £40000 - £45000 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
onezeero.
Salary: £30000 - £55000 per annum + Bonus & Bens
Posted: 2 hours ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Bens
Posted: 2 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £35,000 to £50,000 per annum plus excellent benefits package
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £70,000 per annum + 10% Bonus
Posted: Yesterday
Birmingham, West Midlands (County)
Rullion IT Plus
Salary: £24000 - £28000 per annum + extensive benefits
Posted: 3 days ago
Nottingham, Nottinghamshire
Freshtechit
Salary: From £30,000 to £45,000 per annum
Posted: 2 days ago
London
Burns Sheehan
Salary: £60000 - £65000 per annum
Posted: 3 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: Yesterday
Kent
Lawrence Harvey Enterprise
Salary: £45000.00 - £55000.00 per annum + Benefits
Posted: 3 days ago