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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 124 123 129
Rank change year-on-year
-1 +6
Permanent jobs citing ETL 2367 2518 2688
As % of all permanent IT jobs located in England 2.57% 2.47% 2.42%
As % of the Processes & Methodologies category 2.92% 2.84% 2.83%
Number of salaries quoted 1952 2057 2274
Median salary £52,500 £55,000 £50,500
Median salary % change year-on-year
-4.54% +8.91%
90% offered a salary of more than £37,500 £35,000 £36,500
10% offered a salary of more than £75,000 £80,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
80964 88551 94968
As % of all permanent IT jobs located in England 87.93% 86.72% 85.54%
Number of salaries quoted 68588 73242 77635
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 £32,000 £31,500
10% offered a salary of more than £77,500 £74,100 £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 28 June 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 28 June 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 -2 1267 £57,500 -4.16% 110
South East -12 431 £50,000 -4.76% 27
West Midlands +32 133 £41,917 +11.77% 5
Yorkshire +7 121 £42,500 -5.55% 17
South West +23 116 £40,063 -8.10% 12
North West +3 113 £40,000 - 28
East of England +43 93 £52,500 +10.52% 8
East Midlands +2 70 £45,000 - 9
North East +11 12 £41,500 -20.95%
Midlands - 2 £47,500 -
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 28 June 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 3326 (66.03%) SQL
2 2825 (56.08%) Business Intelligence
3 2507 (49.77%) SQL Server
4 2445 (48.54%) Data Warehouse
5 2142 (42.53%) SQL Server Integration Services
6 1542 (30.61%) SQL Server Reporting Services
7 1507 (29.92%) Finance
8 1443 (28.65%) Oracle
9 1271 (25.23%) Microsoft
10 1165 (23.13%) Agile Software Development
11 1155 (22.93%) T-SQL
12 1104 (21.92%) SQL Server Analysis Services
13 991 (19.67%) Data Modelling
14 940 (18.66%) Analytics
15 871 (17.29%) Analytical Skills
16 785 (15.58%) MS Excel
17 755 (14.99%) Degree
18 742 (14.73%) Big Data
19 714 (14.18%) BusinessObjects
20 690 (13.70%) SQL Server 2012
21 659 (13.08%) SQL Server 2008
22 655 (13.00%) Java
23 645 (12.81%) .NET
24 642 (12.75%) Informatica
25 623 (12.37%) Data Management
26 595 (11.81%) C#
27 563 (11.18%) Relational Database
28 533 (10.58%) Hadoop
29 529 (10.50%) Data Quality
30 514 (10.20%) 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
1 217 (4.31%) SAS
2 208 (4.13%) SharePoint
3 203 (4.03%) Apache Spark
4 120 (2.38%) Apache Pig
5 91 (1.81%) Apache
6 77 (1.53%) IIS
6 77 (1.53%) WebSphere
7 57 (1.13%) CMS
8 53 (1.05%) Elasticsearch
9 49 (0.97%) BizTalk Server
10 47 (0.93%) Tomcat
11 37 (0.73%) JBoss
12 32 (0.64%) WebLogic
13 26 (0.52%) Apache Solr
14 25 (0.50%) Confluence
15 13 (0.26%) IPython
15 13 (0.26%) Jupyter
15 13 (0.26%) nginx
16 10 (0.20%) Jetty
16 10 (0.20%) WebSphere Application Server
Applications
1 785 (15.58%) MS Excel
2 98 (1.95%) MS Office
3 54 (1.07%) SPSS
4 37 (0.73%) MS Visio
5 26 (0.52%) MS PowerPoint
6 20 (0.40%) Spreadsheet
7 6 (0.12%) DOC1
8 4 (0.079%) MS Project
9 3 (0.060%) OmniGraffle
9 3 (0.060%) PrintSoft PReS
10 1 (0.020%) Acrobat
Business Applications
1 46 (0.91%) Oracle EBS R12
2 41 (0.81%) Dynamics CRM
3 32 (0.64%) Dynamics AX
4 31 (0.62%) Oracle EBS
5 24 (0.48%) Cognos Business Intelligence
6 22 (0.44%) Markit EDM
7 19 (0.38%) Adobe Campaign
8 18 (0.36%) SAP FI
9 17 (0.34%) Dynamics NAV
9 17 (0.34%) FastStats
9 17 (0.34%) Oracle 11i
9 17 (0.34%) Salesforce.com CRM
10 16 (0.32%) SAP Oil and Gas
10 16 (0.32%) Unica
11 14 (0.28%) Infor M3
12 12 (0.24%) SAP BPC
13 10 (0.20%) FastStats PeopleStage
14 7 (0.14%) PeopleSoft Financials
15 6 (0.12%) Exstream
15 6 (0.12%) Oracle Retail
Cloud Services
1 175 (3.47%) Amazon AWS
2 166 (3.30%) Microsoft Azure
3 55 (1.09%) SaaS
4 53 (1.05%) Amazon EC2
4 53 (1.05%) GitHub
5 48 (0.95%) Force.com
6 40 (0.79%) Cloud Computing
7 32 (0.64%) Google Analytics
8 24 (0.48%) Amazon Kinesis
9 22 (0.44%) Google Cloud Platform
10 17 (0.34%) PaaS
11 9 (0.18%) Amazon EMR
11 9 (0.18%) Amazon S3
12 8 (0.16%) Adobe Analytics
12 8 (0.16%) Google Tag Manager
13 6 (0.12%) BlueKai
14 5 (0.099%) AWS Elastic Beanstalk
15 4 (0.079%) Virtual Private Cloud
16 3 (0.060%) Boomi
16 3 (0.060%) SoftLayer
Communications & Networking
1 21 (0.42%) FTP
2 20 (0.40%) SSL
3 18 (0.36%) Internet
4 11 (0.22%) HTTP
4 11 (0.22%) TCP/IP
5 9 (0.18%) SAN
6 8 (0.16%) WAN
7 7 (0.14%) Firewall
8 6 (0.12%) S/MIME
9 5 (0.099%) Network Security
9 5 (0.099%) VPN
9 5 (0.099%) Wi-Fi
10 4 (0.079%) DNS
11 3 (0.060%) Cisco ASA
11 3 (0.060%) GSM
11 3 (0.060%) LTE
11 3 (0.060%) Remote Desktop
11 3 (0.060%) UMTS
11 3 (0.060%) Wireless
12 2 (0.040%) NAS
Database & Business Intelligence
1 2507 (49.77%) SQL Server
2 2445 (48.54%) Data Warehouse
3 2142 (42.53%) SQL Server Integration Services
4 1542 (30.61%) SQL Server Reporting Services
5 1104 (21.92%) SQL Server Analysis Services
6 742 (14.73%) Big Data
7 714 (14.18%) BusinessObjects
8 690 (13.70%) SQL Server 2012
9 659 (13.08%) SQL Server 2008
10 563 (11.18%) Relational Database
11 533 (10.58%) Hadoop
12 401 (7.96%) Oracle Database
13 391 (7.76%) QlikView
14 354 (7.03%) OLAP
15 331 (6.57%) SQL Server 2014
16 295 (5.86%) NoSQL
17 274 (5.44%) RDBMS
18 259 (5.14%) MySQL
19 217 (4.31%) Oracle Database 11g
20 212 (4.21%) Oracle BI EE
Development Applications
1 197 (3.91%) Talend Open Studio
2 196 (3.89%) Team Foundation Server
3 117 (2.32%) Visual Studio
4 108 (2.14%) JIRA
5 89 (1.77%) Subversion
6 76 (1.51%) Jenkins
7 67 (1.33%) Toad
8 66 (1.31%) Git (software)
9 63 (1.25%) ERwin
10 46 (0.91%) SQL Server Management Studio (SSMS)
11 42 (0.83%) Selenium
12 40 (0.79%) Oracle APEX
13 34 (0.68%) Mercurial
14 31 (0.62%) Maven
15 30 (0.60%) VSS/SourceSafe
16 29 (0.58%) Octopus Deploy
17 28 (0.56%) Eclipse
18 18 (0.36%) JUnit
19 16 (0.32%) Hudson
19 16 (0.32%) NUnit
General
1 1507 (29.92%) Finance
2 368 (7.31%) Banking
3 321 (6.37%) Retail
4 261 (5.18%) Marketing
5 147 (2.92%) Telecoms
6 105 (2.08%) Legal
7 99 (1.97%) Investment Banking
8 92 (1.83%) Publishing
9 72 (1.43%) Law
10 70 (1.39%) Manufacturing
11 67 (1.33%) Advertising
12 55 (1.09%) Pharmaceutical
13 45 (0.89%) Games
14 44 (0.87%) Front Office
15 33 (0.66%) Back Office
16 31 (0.62%) Billing
17 30 (0.60%) Automotive
18 29 (0.58%) Financial Institution
19 25 (0.50%) Retail Banking
20 15 (0.30%) Electronics
Job Titles
1 2476 (49.16%) Developer
2 983 (19.52%) SQL Developer
3 873 (17.33%) Business Intelligence Developer
4 668 (13.26%) Analyst
5 587 (11.65%) SSIS Developer
6 562 (11.16%) ETL Developer
7 480 (9.53%) Architect
8 375 (7.44%) SQL BI Developer
9 365 (7.25%) Consultant
10 340 (6.75%) Senior Developer
11 320 (6.35%) DBA
12 310 (6.15%) SQL Server Developer
13 293 (5.82%) SSRS Developer
14 288 (5.72%) Data Warehouse Developer
15 259 (5.14%) Data Architect
16 250 (4.96%) SQL DBA
17 240 (4.76%) Oracle Developer
18 226 (4.49%) Business Developer
19 225 (4.47%) SSAS Developer
20 217 (4.31%) Data Analyst
Libraries, Frameworks & Software Standards
1 645 (12.81%) .NET
2 496 (9.85%) XML
3 394 (7.82%) Web Services
4 279 (5.54%) MDX
5 271 (5.38%) HTML
6 227 (4.51%) ASP.NET
7 170 (3.38%) CSS
8 143 (2.84%) SOAP
9 132 (2.62%) Middleware
10 114 (2.26%) JSON
11 105 (2.08%) REST
12 99 (1.97%) .NET Framework
13 89 (1.77%) jQuery
14 78 (1.55%) ASP.NET MVC
15 75 (1.49%) Oracle GoldenGate
16 66 (1.31%) Spring
17 63 (1.25%) XSLT
18 59 (1.17%) Java EE
19 58 (1.15%) Kafka
20 57 (1.13%) HTML5
Miscellaneous
1 871 (17.29%) Analytical Skills
2 514 (10.20%) Data Integration
3 397 (7.88%) Visualisation
4 367 (7.29%) Computer Science
5 257 (5.10%) Management Information System
6 134 (2.66%) Mathematics
7 132 (2.62%) Replication
8 125 (2.48%) Enterprise Software
9 107 (2.12%) Data Structures
10 87 (1.73%) Clustering
11 86 (1.71%) Statistics
12 78 (1.55%) Data Extraction
13 73 (1.45%) Fintech
14 55 (1.09%) User Experience
15 42 (0.83%) Data Centre
16 33 (0.66%) Mobile App
17 30 (0.60%) Credit Risk
18 28 (0.56%) Virtual Team
19 26 (0.52%) Foreign Exchange (FX)
19 26 (0.52%) iPad
Operating Systems
1 310 (6.15%) Linux
2 281 (5.58%) Unix
3 254 (5.04%) Windows
4 65 (1.29%) Windows Server
5 33 (0.66%) Windows Server 2003
6 18 (0.36%) Apple iOS
7 17 (0.34%) Android
8 15 (0.30%) Red Hat Enterprise Linux
9 12 (0.24%) AIX
9 12 (0.24%) Solaris
10 8 (0.16%) Windows 7
11 7 (0.14%) Windows Server 2008
11 7 (0.14%) Windows Server 2012
12 4 (0.079%) Oracle Linux
13 3 (0.060%) CentOS
13 3 (0.060%) Ubuntu
14 2 (0.040%) HPUX
14 2 (0.040%) SUSE
15 1 (0.020%) Fedora
15 1 (0.020%) FreeBSD
Processes & Methodologies
1 2825 (56.08%) Business Intelligence
2 1165 (23.13%) Agile Software Development
3 991 (19.67%) Data Modelling
4 940 (18.66%) Analytics
5 623 (12.37%) Data Management
6 503 (9.99%) Performance Tuning
7 452 (8.97%) Kimball Methodology
8 432 (8.58%) Migration
9 395 (7.84%) Data Analysis
10 367 (7.29%) ETL Development
11 359 (7.13%) SDLC
12 317 (6.29%) Data Architecture
13 304 (6.04%) Scrum
14 302 (6.00%) Data Analytics
15 294 (5.84%) SOA
16 273 (5.42%) Dimensional Modelling
16 273 (5.42%) Project Management
17 266 (5.28%) CRM
18 263 (5.22%) Data Migration
19 258 (5.12%) Stakeholder Management
Programming Languages
1 3326 (66.03%) SQL
2 1155 (22.93%) T-SQL
3 655 (13.00%) Java
4 595 (11.81%) C#
5 461 (9.15%) PL/SQL
6 355 (7.05%) Python
7 319 (6.33%) JavaScript
8 165 (3.28%) Shell Script
9 160 (3.18%) R
10 128 (2.54%) VBA
11 113 (2.24%) VB.NET
12 79 (1.57%) C++
12 79 (1.57%) PowerShell
13 72 (1.43%) Scala
14 71 (1.41%) VB
15 60 (1.19%) Data Analysis Expressions (DAX)
16 59 (1.17%) C
17 57 (1.13%) Apex Code
18 54 (1.07%) Perl
19 48 (0.95%) PHP
Qualifications
1 755 (14.99%) Degree
2 112 (2.22%) Security Cleared
3 84 (1.67%) Microsoft Certification
4 53 (1.05%) ISEB
5 42 (0.83%) SC Cleared
6 33 (0.66%) DV Cleared
7 29 (0.58%) PhD
8 25 (0.50%) MCITP
8 25 (0.50%) PMI Certification
9 21 (0.42%) Oracle Certification
10 20 (0.40%) PMP
11 19 (0.38%) PRINCE2 Certification
12 15 (0.30%) MCSE
13 12 (0.24%) ISTQB
13 12 (0.24%) PRINCE2 Practitioner
14 10 (0.20%) MCTS
15 7 (0.14%) ITIL Certification
15 7 (0.14%) MCSD
16 6 (0.12%) BPSS Clearance
16 6 (0.12%) CIMA
Quality Assurance & Compliance
1 529 (10.50%) Data Quality
2 217 (4.31%) QA
3 59 (1.17%) SLA
4 16 (0.32%) PCI DSS
5 8 (0.16%) Solvency II
6 6 (0.12%) ISO 9001
7 5 (0.099%) Basel II
7 5 (0.099%) ISO 14001
8 4 (0.079%) Sarbanes-Oxley
9 3 (0.060%) COREP
9 3 (0.060%) FINREP
10 2 (0.040%) FATCA
11 1 (0.020%) COBIT
11 1 (0.020%) CRD IV
11 1 (0.020%) EMIR
11 1 (0.020%) HL7
11 1 (0.020%) IAS 39
11 1 (0.020%) ISO/IEC 27001
11 1 (0.020%) MiFID
11 1 (0.020%) SNOMED CT
System Software
1 83 (1.65%) HDFS
2 80 (1.59%) Apache Flume
3 29 (0.58%) Active Directory
4 23 (0.46%) Docker
5 19 (0.38%) VMware Infrastructure
6 16 (0.32%) Oracle RAC
7 8 (0.16%) Ceph
8 5 (0.099%) Apache ZooKeeper
9 4 (0.079%) Tivoli Workload Scheduler
9 4 (0.079%) vSphere
10 3 (0.060%) VirtualBox
10 3 (0.060%) Xen
11 2 (0.040%) Veritas Cluster Server
11 2 (0.040%) Virtual Machines
12 1 (0.020%) Cronacle
12 1 (0.020%) GPFS
12 1 (0.020%) KVM
12 1 (0.020%) Microsoft Virtual Server
12 1 (0.020%) Virtual Servers
12 1 (0.020%) XenServer
Systems Management
1 48 (0.95%) Hadoop YARN
2 46 (0.91%) Puppet
3 45 (0.89%) Oozie
4 27 (0.54%) Control-M
5 25 (0.50%) Opscode Chef
6 24 (0.48%) Ansible
7 11 (0.22%) Jitterbit
8 10 (0.20%) Mesos
9 9 (0.18%) Dollar Universe
10 8 (0.16%) Data Guard
10 8 (0.16%) MOM
11 7 (0.14%) HP Quality Center
11 7 (0.14%) Oracle RMAN
12 6 (0.12%) ZABBIX
13 5 (0.099%) OpenView
13 5 (0.099%) Perfmon
13 5 (0.099%) Tivoli
14 4 (0.079%) Oracle Enterprise Manager
14 4 (0.079%) SCCM
15 3 (0.060%) SCOM
Vendors
1 1443 (28.65%) Oracle
2 1271 (25.23%) Microsoft
3 642 (12.75%) Informatica
4 479 (9.51%) SAP
5 466 (9.25%) Tableau
6 256 (5.08%) Cognos
7 197 (3.91%) Talend
8 192 (3.81%) IBM
9 150 (2.98%) Teradata
10 144 (2.86%) Salesforce.com
11 119 (2.36%) Ab Initio
11 119 (2.36%) Cloudera
12 109 (2.16%) Hortonworks
13 104 (2.06%) Netezza
14 75 (1.49%) MicroStrategy
15 61 (1.21%) Google
16 60 (1.19%) Greenplum
17 57 (1.13%) MapR
17 57 (1.13%) Sybase
18 55 (1.09%) Hyperion
Bristol, Avon
Redrock Consulting Ltd
Salary: £40000 - £45000 per annum + Excellent Benefits + Bonus
Posted: 16 hours ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £28000 - £35000 per annum + Benefits + Training
Posted: 18 hours ago
Leeds, West Yorkshire
ReThink Recruitment
Salary: £35000.00 - £38000.00 per annum + generous benefits
Posted: 21 hours ago
London
Venturi
Salary: £25000.00 - £35000.00 per annum + Bonus & Benefits
Posted: 9 hours ago
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 12 hours ago
Banbury, Oxfordshire
Venturi
Salary: £45000 - £50000 per annum + benefits
Posted: Yesterday
Slough, Berkshire
Venturi
Salary: £45000 - £50000 per annum + benefits
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £60000 per annum
Posted: 18 hours ago
Buckinghamshire
Pioneer Search
Salary: £45000 - £65000 per annum + Bonus + Benefits
Posted: 13 hours ago
Chester, Cheshire
Searchability
Salary: £20000 - £28000 per annum + benefits
Posted: 10 hours ago
London
Mortimer Spinks
Salary: £50000 - £55000 per annum + Excellent
Posted: Yesterday
Tunbridge Wells, Kent
Evolution Recruitment Solutions
Salary: 20,000 - 25,000
Posted: 17 hours ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £55000.00 per annum
Posted: Yesterday
Liverpool, Merseyside
Search Consultancy
Salary: Benefits
Posted: 19 hours ago
City, London
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 18 hours ago
Harrogate, North Yorkshire
Head Resourcing
Posted: Yesterday
Walton-On-Thames, Surrey
Bluetownonline
Salary: £25000 - £50000 per annum
Posted: 15 hours ago
South East London
KDR
Salary: £50000 - £70000 per annum + Car, Bonus, home working
Posted: 17 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £30000 - £40000 per annum + Excellent Benefits
Posted: Yesterday
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 18 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: 18 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £35000 - £50000 per annum + Benefits
Posted: Yesterday
Altrincham, Cheshire
Harvey Nash plc
Salary: £50000 per annum
Posted: 15 hours ago
City, London
Searchability
Salary: £25000 - £30000 per annum + benefits
Posted: Yesterday
Knutsford, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Fantastic Benefits
Posted: Yesterday
London
Redrock Consulting Ltd
Salary: £65000 - £80000 per annum
Posted: 18 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: Yesterday
West London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum
Posted: 2 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £50,000 per annum to £50,000 + 10% Bonus + Benefits
Posted: Yesterday
Yorkshire
Codex
Salary: From £30,000 to £35,000 per annum DOE
Posted: Yesterday