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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 129 126 123
Rank change year-on-year
-3 -3
Permanent jobs citing ETL 2298 2501 2705
As % of all permanent IT jobs located in England 2.51% 2.43% 2.49%
As % of the Processes & Methodologies category 2.85% 2.79% 2.91%
Number of salaries quoted 1929 2071 2282
Median salary £50,000 £55,000 £51,500
Median salary % change year-on-year
-9.09% +6.79%
90% offered a salary of more than £37,000 £35,000 £35,800
10% offered a salary of more than £75,000 £80,000 £72,500
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
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
80538 89659 92924
As % of all permanent IT jobs located in England 87.83% 87.13% 85.41%
Number of salaries quoted 68120 74136 75624
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £73,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 July 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 26 July 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 +1 1172 £60,000 - 108
South East -4 437 £50,000 -4.76% 28
North West +19 147 £40,000 -5.88% 46
West Midlands +28 132 £42,500 +13.33% 17
East of England +24 113 £51,250 +13.88% 11
Yorkshire +13 111 £42,500 -10.52% 23
South West +13 86 £40,031 -8.17% 17
East Midlands +29 77 £45,000 +4.65% 5
North East +14 10 £45,750 +5.17% 1
Midlands - 2 £47,500 -
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 26 July 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 3228 (66.32%) SQL
2 2718 (55.85%) Business Intelligence
3 2451 (50.36%) SQL Server
4 2395 (49.21%) Data Warehouse
5 2078 (42.70%) SQL Server Integration Services
6 1457 (29.94%) SQL Server Reporting Services
7 1421 (29.20%) Finance
8 1342 (27.57%) Oracle
9 1191 (24.47%) Microsoft
10 1178 (24.20%) T-SQL
11 1125 (23.11%) Agile Software Development
12 1013 (20.81%) SQL Server Analysis Services
13 971 (19.95%) Data Modelling
14 934 (19.19%) Analytics
15 851 (17.49%) Analytical Skills
16 739 (15.18%) MS Excel
17 716 (14.71%) Degree
18 710 (14.59%) Big Data
19 677 (13.91%) SQL Server 2012
19 677 (13.91%) BusinessObjects
20 651 (13.38%) Java
21 643 (13.21%) Informatica
22 641 (13.17%) SQL Server 2008
23 618 (12.70%) Data Management
24 604 (12.41%) .NET
25 558 (11.46%) C#
26 551 (11.32%) Relational Database
27 540 (11.10%) Data Quality
28 522 (10.73%) Hadoop
29 501 (10.29%) Data Integration

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
1 215 (4.42%) SAS
2 212 (4.36%) Apache Spark
3 193 (3.97%) SharePoint
4 116 (2.38%) Apache Pig
5 87 (1.79%) Apache
6 77 (1.58%) IIS
7 64 (1.31%) Elasticsearch
7 64 (1.31%) WebSphere
8 49 (1.01%) CMS
9 42 (0.86%) Tomcat
10 36 (0.74%) JBoss
11 33 (0.68%) BizTalk Server
12 32 (0.66%) Confluence
13 29 (0.60%) WebLogic
14 27 (0.55%) Apache Solr
15 14 (0.29%) IPython
15 14 (0.29%) Jupyter
16 13 (0.27%) nginx
17 10 (0.21%) Jetty
18 8 (0.16%) WebSphere Application Server
Applications
1 739 (15.18%) MS Excel
2 93 (1.91%) MS Office
3 55 (1.13%) SPSS
4 35 (0.72%) MS Visio
5 26 (0.53%) MS PowerPoint
6 20 (0.41%) Spreadsheet
7 6 (0.12%) DOC1
8 3 (0.062%) Gephi
8 3 (0.062%) OmniGraffle
8 3 (0.062%) PrintSoft PReS
9 2 (0.041%) MS Project
10 1 (0.021%) Acrobat
Business Applications
1 46 (0.95%) Dynamics CRM
2 42 (0.86%) Oracle EBS R12
3 32 (0.66%) Dynamics AX
4 31 (0.64%) Cognos Business Intelligence
5 25 (0.51%) Oracle EBS
6 21 (0.43%) Adobe Campaign
6 21 (0.43%) Markit EDM
6 21 (0.43%) SAP BPC
7 19 (0.39%) Dynamics NAV
7 19 (0.39%) FastStats
7 19 (0.39%) Salesforce.com CRM
8 18 (0.37%) Unica
9 15 (0.31%) Infor M3
10 13 (0.27%) FastStats PeopleStage
11 12 (0.25%) Oracle 11i
11 12 (0.25%) SAP FI
12 10 (0.21%) SAP Oil and Gas
13 9 (0.18%) Cognos TM1
14 8 (0.16%) SAP CRM
15 7 (0.14%) Eloqua
Cloud Services
1 181 (3.72%) Amazon AWS
2 162 (3.33%) Microsoft Azure
3 57 (1.17%) SaaS
4 52 (1.07%) Amazon EC2
5 50 (1.03%) Force.com
6 49 (1.01%) GitHub
7 43 (0.88%) Cloud Computing
8 34 (0.70%) Google Analytics
9 24 (0.49%) Google Cloud Platform
10 21 (0.43%) Amazon Kinesis
11 19 (0.39%) PaaS
12 11 (0.23%) Amazon EMR
13 9 (0.18%) Adobe Analytics
14 8 (0.16%) Google Tag Manager
15 7 (0.14%) AWS Elastic Beanstalk
15 7 (0.14%) IaaS
16 6 (0.12%) Amazon S3
16 6 (0.12%) BlueKai
17 5 (0.10%) Office 365
18 3 (0.062%) iPaaS
Communications & Networking
1 23 (0.47%) FTP
1 23 (0.47%) Internet
2 18 (0.37%) SSL
3 12 (0.25%) HTTP
4 9 (0.18%) TCP/IP
5 7 (0.14%) Firewall
5 7 (0.14%) Network Security
6 6 (0.12%) S/MIME
7 5 (0.10%) VPN
8 4 (0.082%) DNS
8 4 (0.082%) SAN
8 4 (0.082%) Wi-Fi
9 3 (0.062%) Cisco ASA
9 3 (0.062%) GSM
9 3 (0.062%) LTE
9 3 (0.062%) PPP
9 3 (0.062%) Remote Desktop
9 3 (0.062%) UMTS
9 3 (0.062%) WAN
9 3 (0.062%) Wireless
Database & Business Intelligence
1 2451 (50.36%) SQL Server
2 2395 (49.21%) Data Warehouse
3 2078 (42.70%) SQL Server Integration Services
4 1457 (29.94%) SQL Server Reporting Services
5 1013 (20.81%) SQL Server Analysis Services
6 710 (14.59%) Big Data
7 677 (13.91%) BusinessObjects
7 677 (13.91%) SQL Server 2012
8 641 (13.17%) SQL Server 2008
9 551 (11.32%) Relational Database
10 522 (10.73%) Hadoop
11 395 (8.12%) QlikView
12 372 (7.64%) Oracle Database
13 345 (7.09%) SQL Server 2014
14 323 (6.64%) OLAP
15 306 (6.29%) NoSQL
16 267 (5.49%) RDBMS
17 259 (5.32%) MySQL
18 228 (4.68%) Power BI
19 209 (4.29%) Oracle BI EE
Development Applications
1 210 (4.31%) Team Foundation Server
2 177 (3.64%) Talend Open Studio
3 122 (2.51%) Visual Studio
4 120 (2.47%) JIRA
5 74 (1.52%) Jenkins
6 70 (1.44%) Git (software)
7 65 (1.34%) Subversion
8 56 (1.15%) ERwin
9 51 (1.05%) Toad
10 49 (1.01%) SQL Server Management Studio (SSMS)
11 41 (0.84%) Selenium
12 38 (0.78%) Oracle APEX
13 31 (0.64%) Maven
13 31 (0.64%) Mercurial
13 31 (0.64%) VSS/SourceSafe
14 30 (0.62%) Eclipse
15 27 (0.55%) Octopus Deploy
16 24 (0.49%) JUnit
17 17 (0.35%) NUnit
18 12 (0.25%) Hudson
General
1 1421 (29.20%) Finance
2 356 (7.31%) Banking
3 284 (5.84%) Retail
4 261 (5.36%) Marketing
5 111 (2.28%) Legal
6 105 (2.16%) Investment Banking
7 95 (1.95%) Publishing
8 92 (1.89%) Telecoms
9 72 (1.48%) Advertising
9 72 (1.48%) Law
10 67 (1.38%) Manufacturing
11 46 (0.95%) Pharmaceutical
12 45 (0.92%) Games
13 39 (0.80%) Front Office
14 34 (0.70%) Back Office
15 32 (0.66%) Billing
15 32 (0.66%) Financial Institution
16 30 (0.62%) Retail Banking
17 23 (0.47%) Automotive
18 11 (0.23%) French Language
Job Titles
1 2392 (49.15%) Developer
2 966 (19.85%) SQL Developer
3 844 (17.34%) Business Intelligence Developer
4 630 (12.94%) Analyst
5 565 (11.61%) SSIS Developer
6 553 (11.36%) ETL Developer
7 486 (9.99%) Architect
8 345 (7.09%) SQL BI Developer
9 329 (6.76%) Consultant
10 323 (6.64%) DBA
11 306 (6.29%) Senior Developer
12 296 (6.08%) SQL Server Developer
13 287 (5.90%) Data Architect
14 283 (5.81%) SSRS Developer
15 279 (5.73%) Data Warehouse Developer
16 259 (5.32%) SQL DBA
17 229 (4.71%) Oracle Developer
18 207 (4.25%) SSAS Developer
19 206 (4.23%) Data Analyst
20 203 (4.17%) Business Developer
Libraries, Frameworks & Software Standards
1 604 (12.41%) .NET
2 477 (9.80%) XML
3 364 (7.48%) Web Services
4 258 (5.30%) MDX
5 225 (4.62%) HTML
6 200 (4.11%) ASP.NET
7 128 (2.63%) SOAP
8 125 (2.57%) CSS
9 118 (2.42%) Middleware
10 112 (2.30%) JSON
11 106 (2.18%) REST
12 92 (1.89%) .NET Framework
13 72 (1.48%) jQuery
14 69 (1.42%) ASP.NET MVC
15 66 (1.36%) Oracle GoldenGate
16 63 (1.29%) Spring
17 55 (1.13%) Kafka
17 55 (1.13%) WCF
18 53 (1.09%) RESTful
19 51 (1.05%) Java EE
Miscellaneous
1 851 (17.49%) Analytical Skills
2 501 (10.29%) Data Integration
3 404 (8.30%) Visualisation
4 342 (7.03%) Computer Science
5 250 (5.14%) Management Information System
6 129 (2.65%) Replication
7 125 (2.57%) Enterprise Software
8 118 (2.42%) Mathematics
9 93 (1.91%) Data Structures
10 83 (1.71%) Statistics
11 76 (1.56%) Clustering
12 71 (1.46%) Data Extraction
13 68 (1.40%) Fintech
14 53 (1.09%) User Experience
15 39 (0.80%) Data Centre
16 37 (0.76%) iPad
17 31 (0.64%) Credit Risk
18 29 (0.60%) Mobile App
19 26 (0.53%) Foreign Exchange (FX)
20 25 (0.51%) Fixed Income
Operating Systems
1 273 (5.61%) Linux
2 266 (5.47%) Unix
3 247 (5.07%) Windows
4 73 (1.50%) Windows Server
5 36 (0.74%) Windows Server 2003
6 17 (0.35%) Apple iOS
7 16 (0.33%) Android
7 16 (0.33%) Red Hat Enterprise Linux
8 12 (0.25%) Solaris
9 10 (0.21%) Windows Server 2008
10 7 (0.14%) Windows 7
10 7 (0.14%) Windows Server 2012
11 4 (0.082%) AIX
11 4 (0.082%) Oracle Linux
12 3 (0.062%) CentOS
12 3 (0.062%) Ubuntu
13 2 (0.041%) HPUX
13 2 (0.041%) SUSE
14 1 (0.021%) Fedora
14 1 (0.021%) FreeBSD
Processes & Methodologies
1 2718 (55.85%) Business Intelligence
2 1125 (23.11%) Agile Software Development
3 971 (19.95%) Data Modelling
4 934 (19.19%) Analytics
5 618 (12.70%) Data Management
6 491 (10.09%) Performance Tuning
7 416 (8.55%) Kimball Methodology
8 385 (7.91%) Migration
9 371 (7.62%) Data Analysis
9 371 (7.62%) SDLC
10 338 (6.94%) ETL Development
11 316 (6.49%) Data Architecture
12 305 (6.27%) Data Analytics
13 289 (5.94%) SOA
14 283 (5.81%) Scrum
15 269 (5.53%) CRM
16 265 (5.44%) Stakeholder Management
17 259 (5.32%) Project Management
18 255 (5.24%) Dimensional Modelling
19 243 (4.99%) Data Visualisation
Programming Languages
1 3228 (66.32%) SQL
2 1178 (24.20%) T-SQL
3 651 (13.38%) Java
4 558 (11.46%) C#
5 445 (9.14%) PL/SQL
6 340 (6.99%) Python
7 275 (5.65%) JavaScript
8 165 (3.39%) Shell Script
9 150 (3.08%) R
10 145 (2.98%) VBA
11 105 (2.16%) VB.NET
12 86 (1.77%) Scala
13 85 (1.75%) PowerShell
14 80 (1.64%) C++
15 65 (1.34%) Data Analysis Expressions (DAX)
16 61 (1.25%) Apex Code
17 60 (1.23%) C
18 58 (1.19%) Perl
18 58 (1.19%) VB
19 48 (0.99%) PHP
Qualifications
1 716 (14.71%) Degree
2 102 (2.10%) Security Cleared
3 84 (1.73%) Microsoft Certification
4 48 (0.99%) ISEB
5 43 (0.88%) SC Cleared
6 29 (0.60%) MCITP
7 28 (0.58%) DV Cleared
8 26 (0.53%) PMI Certification
9 25 (0.51%) PhD
10 19 (0.39%) Oracle Certification
10 19 (0.39%) PRINCE2 Certification
11 17 (0.35%) ISTQB
11 17 (0.35%) MCSE
11 17 (0.35%) PMP
12 11 (0.23%) MCTS
12 11 (0.23%) PRINCE2 Practitioner
13 9 (0.18%) ITIL Certification
14 8 (0.16%) CIMA
14 8 (0.16%) ITIL Foundation Certificate
15 7 (0.14%) ACCA
Quality Assurance & Compliance
1 540 (11.10%) Data Quality
2 212 (4.36%) QA
3 71 (1.46%) SLA
4 13 (0.27%) PCI DSS
5 9 (0.18%) Solvency II
6 6 (0.12%) ISO 9001
7 5 (0.10%) Basel II
7 5 (0.10%) ISO 14001
7 5 (0.10%) Sarbanes-Oxley
8 3 (0.062%) COREP
8 3 (0.062%) FINREP
8 3 (0.062%) SNOMED CT
9 2 (0.041%) FATCA
10 1 (0.021%) COBIT
10 1 (0.021%) CRD IV
10 1 (0.021%) EMIR
10 1 (0.021%) HL7
10 1 (0.021%) ISO/IEC 27001
10 1 (0.021%) ISO20022
10 1 (0.021%) MiFID
System Software
1 78 (1.60%) Apache Flume
2 70 (1.44%) HDFS
3 29 (0.60%) Active Directory
4 27 (0.55%) Docker
5 19 (0.39%) VMware Infrastructure
6 18 (0.37%) Oracle RAC
7 8 (0.16%) Ceph
8 5 (0.10%) Apache ZooKeeper
8 5 (0.10%) Tivoli Workload Scheduler
8 5 (0.10%) Veritas Cluster Server
9 4 (0.082%) vSphere
10 3 (0.062%) VirtualBox
10 3 (0.062%) Xen
11 2 (0.041%) Virtual Machines
12 1 (0.021%) Firmware
12 1 (0.021%) GPFS
12 1 (0.021%) KVM
12 1 (0.021%) Microsoft Virtual Server
12 1 (0.021%) Virtual Servers
12 1 (0.021%) XenServer
Systems Management
1 44 (0.90%) Hadoop YARN
2 42 (0.86%) Oozie
3 41 (0.84%) Control-M
3 41 (0.84%) Puppet
4 29 (0.60%) Opscode Chef
5 27 (0.55%) Ansible
6 9 (0.18%) Dollar Universe
6 9 (0.18%) Mesos
7 8 (0.16%) MOM
8 7 (0.14%) HP Quality Center
8 7 (0.14%) Jitterbit
9 6 (0.12%) Data Guard
9 6 (0.12%) Tivoli
9 6 (0.12%) ZABBIX
10 5 (0.10%) Oracle RMAN
10 5 (0.10%) Perfmon
11 4 (0.082%) Oracle EDQ
11 4 (0.082%) Oracle Enterprise Manager
11 4 (0.082%) SCCM
12 3 (0.062%) SCOM
Vendors
1 1342 (27.57%) Oracle
2 1191 (24.47%) Microsoft
3 643 (13.21%) Informatica
4 477 (9.80%) Tableau
5 464 (9.53%) SAP
6 264 (5.42%) Cognos
7 198 (4.07%) IBM
8 177 (3.64%) Talend
9 167 (3.43%) Salesforce.com
10 118 (2.42%) Teradata
11 104 (2.14%) Cloudera
12 93 (1.91%) Hortonworks
13 92 (1.89%) Ab Initio
14 89 (1.83%) Netezza
15 67 (1.38%) Google
16 62 (1.27%) MicroStrategy
17 53 (1.09%) MapR
18 49 (1.01%) Sybase
19 48 (0.99%) Greenplum
20 47 (0.97%) Adobe
Slough, Berkshire
Venturi
Salary: £45000 - £50000 per annum + benefits
Posted: 11 hours ago
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £31300.00 - £41373.00 per annum
Posted: 12 hours ago
Lichfield, Staffordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: 11 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 9 hours ago
Harrogate, North Yorkshire
Head Resourcing
Posted: 3 hours ago
London
Lorien Resourcing
Salary: £65000 per annum
Posted: 10 hours ago
Slough, Berkshire
Oscar
Salary: £45000 - £55000 per annum + Benefits
Posted: 11 hours ago
Birmingham, West Midlands (County)
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 12 hours ago
Lancashire
Maclean Moore Consulting
Salary: From £30,000 to £35,000 per annum Bonus, Pension, Healthcare, Holiday,
Posted: 3 hours ago
Birmingham, West Midlands (County)
Oscar
Salary: £33000 - £38000 per annum + Benefits
Posted: 8 hours ago
Chester, Cheshire
Opus IT Consulting
Salary: £0.00 per annum
Posted: 3 hours ago
Potters Bar, Hertfordshire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 8 hours ago
Manchester, Lancashire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 8 hours ago
Buckinghamshire
Edison Hill Ltd
Salary: From £50,000 to £65,000 per annum
Posted: 11 hours ago
London
Harrington Starr
Salary: £70000 - £90000 per annum + bonus + benefits
Posted: 2 hours ago
Bournemouth, Dorset
Circle Recruitment
Salary: Benefits
Posted: 10 hours ago
Doncaster, South Yorkshire
Capita Resourcing - IT Resourcing
Salary: £31500 - £41500 per annum + Benefits package
Posted: Yesterday
London
Mortimer Spinks
Salary: £50000 - £55000 per annum + Excellent
Posted: Yesterday
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: Yesterday
South East London
Client Server
Salary: £60k to £80k + bonus + benefits
Posted: 11 hours ago
Cheshire
Rullion IT Plus
Salary: £45000 - £50000 per annum + Pension + Bonus + Holidays
Posted: Yesterday
London
Harvey Nash plc
Salary: £65000 - £75000 per annum
Posted: 2 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday
Cobham, Surrey
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Excellent Benefits + Bonus 20%
Posted: Yesterday
Warrington, Cheshire
Harvey Nash plc
Posted: Yesterday
London
Coal IT Services
Salary: From £25,000 to £28,000 per annum + bonus + benefits
Posted: 5 hours ago
London
Harvey Nash plc
Salary: £70000 - £75000 per annum + 10% Bonus & Excellent Package
Posted: Yesterday
East London
Quant Capital
Salary: Up to £60,000 per annum + benefits and bonus
Posted: 2 hours ago
South East London
Vantage Recruitment Solutions Ltd
Salary: From £55,000 to £65,000 per annum Bonus, Pension, Training, Healthcare
Posted: 2 days ago
City, London
Twenty Recruitment Group
Salary: From £75,000 to £85,000 per annum
Posted: Yesterday