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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 123 114 121
Rank change year-on-year
-9 +7
Permanent jobs citing ETL 2319 2648 2690
As % of all permanent IT jobs located in England 2.53% 2.58% 2.49%
As % of the Processes & Methodologies category 2.87% 2.95% 2.92%
Number of salaries quoted 1949 2219 2250
Median salary £50,000 £52,500 £51,500
Median salary % change year-on-year
-4.76% +1.94%
90% offered a salary of more than £35,000 £36,500 £35,000
10% offered a salary of more than £79,600 £77,500 £74,000
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
80737 89616 92223
As % of all permanent IT jobs located in England 88.04% 87.37% 85.42%
Number of salaries quoted 68272 74479 74310
Median salary £50,500 £50,000 £49,000
Median salary % change year-on-year
+1.00% +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £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 24 August 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 24 August 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 -5 1190 £60,000 +4.34% 114
South East -10 431 £50,000 - 37
North West +1 178 £40,000 -5.88% 27
Yorkshire +21 143 £42,500 -15.00% 18
East of England 0 100 £50,000 +11.11% 8
West Midlands +1 99 £42,500 +6.25% 10
South West -22 82 £40,031 -8.17% 16
East Midlands +28 77 £45,000 - 13
North East +4 7 £45,000 +1.69% 1
Midlands +13 1 £45,000 -30.76%
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 24 August 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 3129 (66.25%) SQL
2 2625 (55.58%) Business Intelligence
3 2404 (50.90%) SQL Server
4 2324 (49.21%) Data Warehouse
5 1979 (41.90%) SQL Server Integration Services
6 1380 (29.22%) SQL Server Reporting Services
7 1349 (28.56%) Finance
8 1313 (27.80%) Oracle
9 1168 (24.73%) T-SQL
10 1122 (23.76%) Microsoft
11 1096 (23.21%) Agile Software Development
12 994 (21.05%) Data Modelling
13 954 (20.20%) SQL Server Analysis Services
14 914 (19.35%) Analytics
15 865 (18.31%) Analytical Skills
16 704 (14.91%) Big Data
17 688 (14.57%) Degree
18 674 (14.27%) MS Excel
19 671 (14.21%) Informatica
20 653 (13.83%) BusinessObjects
21 645 (13.66%) SQL Server 2012
22 636 (13.47%) Java
23 611 (12.94%) Data Management
24 604 (12.79%) SQL Server 2008
25 564 (11.94%) .NET
26 546 (11.56%) Relational Database
27 540 (11.43%) Data Quality
28 523 (11.07%) C#
29 495 (10.48%) Data Integration
30 488 (10.33%) Tableau

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
1 201 (4.26%) Apache Spark
1 201 (4.26%) SAS
2 182 (3.85%) SharePoint
3 101 (2.14%) Apache Pig
4 73 (1.55%) IIS
5 72 (1.52%) Apache
5 72 (1.52%) Elasticsearch
6 63 (1.33%) WebSphere
7 38 (0.80%) Tomcat
8 36 (0.76%) JBoss
9 34 (0.72%) Confluence
10 33 (0.70%) WebLogic
11 31 (0.66%) CMS
12 30 (0.64%) Apache Solr
13 23 (0.49%) BizTalk Server
14 15 (0.32%) IPython
14 15 (0.32%) Jupyter
14 15 (0.32%) nginx
15 12 (0.25%) Jetty
16 7 (0.15%) PowerExchange
Applications
1 674 (14.27%) MS Excel
2 86 (1.82%) MS Office
3 60 (1.27%) SPSS
4 25 (0.53%) MS PowerPoint
5 23 (0.49%) MS Visio
6 16 (0.34%) Spreadsheet
7 6 (0.13%) DOC1
8 4 (0.085%) Gephi
8 4 (0.085%) MS Project
9 3 (0.064%) OmniGraffle
9 3 (0.064%) PrintSoft PReS
10 1 (0.021%) Acrobat
Business Applications
1 38 (0.80%) Cognos Business Intelligence
2 36 (0.76%) Dynamics AX
2 36 (0.76%) Dynamics CRM
3 34 (0.72%) Oracle EBS R12
4 31 (0.66%) Markit EDM
5 27 (0.57%) SAP BPC
6 22 (0.47%) Adobe Campaign
7 20 (0.42%) Dynamics NAV
8 18 (0.38%) FastStats
8 18 (0.38%) Unica
9 16 (0.34%) Infor M3
9 16 (0.34%) Oracle EBS
10 15 (0.32%) Salesforce.com CRM
11 13 (0.28%) Cognos TM1
11 13 (0.28%) FastStats PeopleStage
12 11 (0.23%) Oracle 11i
13 10 (0.21%) SAP FI
14 9 (0.19%) Eloqua
14 9 (0.19%) SAP Oil and Gas
15 8 (0.17%) SAP CRM
Cloud Services
1 196 (4.15%) Amazon AWS
2 160 (3.39%) Microsoft Azure
3 66 (1.40%) Amazon EC2
4 57 (1.21%) SaaS
5 48 (1.02%) Force.com
6 43 (0.91%) Cloud Computing
7 42 (0.89%) GitHub
8 36 (0.76%) Google Analytics
9 29 (0.61%) Google Cloud Platform
10 25 (0.53%) Amazon Kinesis
11 23 (0.49%) PaaS
12 17 (0.36%) Amazon EMR
13 16 (0.34%) IaaS
14 15 (0.32%) AWS Elastic Beanstalk
15 14 (0.30%) Office 365
16 12 (0.25%) Amazon S3
17 9 (0.19%) Adobe Analytics
18 8 (0.17%) Amazon ELB
18 8 (0.17%) Route 53
18 8 (0.17%) Virtual Private Cloud
Communications & Networking
1 25 (0.53%) Internet
2 22 (0.47%) FTP
3 12 (0.25%) HTTP
4 11 (0.23%) Firewall
5 8 (0.17%) DNS
5 8 (0.17%) SSL
6 7 (0.15%) Network Security
6 7 (0.15%) TCP/IP
7 5 (0.11%) VPN
8 3 (0.064%) Cisco ASA
8 3 (0.064%) Intranet
8 3 (0.064%) PPP
8 3 (0.064%) Remote Desktop
8 3 (0.064%) SAN
8 3 (0.064%) Wireless
9 2 (0.042%) GSM
9 2 (0.042%) Kerberos
9 2 (0.042%) LTE
9 2 (0.042%) NAS
9 2 (0.042%) S/MIME
Database & Business Intelligence
1 2404 (50.90%) SQL Server
2 2324 (49.21%) Data Warehouse
3 1979 (41.90%) SQL Server Integration Services
4 1380 (29.22%) SQL Server Reporting Services
5 954 (20.20%) SQL Server Analysis Services
6 704 (14.91%) Big Data
7 653 (13.83%) BusinessObjects
8 645 (13.66%) SQL Server 2012
9 604 (12.79%) SQL Server 2008
10 546 (11.56%) Relational Database
11 486 (10.29%) Hadoop
12 409 (8.66%) QlikView
13 370 (7.83%) Oracle Database
14 360 (7.62%) SQL Server 2014
15 342 (7.24%) NoSQL
16 293 (6.20%) OLAP
17 269 (5.70%) RDBMS
18 255 (5.40%) MySQL
19 218 (4.62%) Power BI
20 199 (4.21%) Oracle BI EE
Development Applications
1 199 (4.21%) Team Foundation Server
2 176 (3.73%) Talend Open Studio
3 134 (2.84%) JIRA
4 105 (2.22%) Visual Studio
5 73 (1.55%) Jenkins
6 66 (1.40%) Git (software)
7 49 (1.04%) ERwin
7 49 (1.04%) SQL Server Management Studio (SSMS)
8 44 (0.93%) Subversion
9 37 (0.78%) Oracle APEX
10 32 (0.68%) Selenium
11 30 (0.64%) Maven
12 29 (0.61%) Mercurial
12 29 (0.61%) VSS/SourceSafe
13 27 (0.57%) Eclipse
13 27 (0.57%) JUnit
14 26 (0.55%) Toad
15 24 (0.51%) Octopus Deploy
16 18 (0.38%) NUnit
17 15 (0.32%) IntelliJ
General
1 1349 (28.56%) Finance
2 337 (7.14%) Banking
3 289 (6.12%) Retail
4 252 (5.34%) Marketing
5 130 (2.75%) Legal
6 111 (2.35%) Investment Banking
7 83 (1.76%) Publishing
8 70 (1.48%) Advertising
9 68 (1.44%) Telecoms
10 65 (1.38%) Manufacturing
11 51 (1.08%) Games
11 51 (1.08%) Law
12 45 (0.95%) Pharmaceutical
13 44 (0.93%) Front Office
14 35 (0.74%) Back Office
14 35 (0.74%) Retail Banking
15 31 (0.66%) Billing
16 28 (0.59%) Financial Institution
17 24 (0.51%) Automotive
18 14 (0.30%) Corporate Banking
Job Titles
1 2310 (48.91%) Developer
2 920 (19.48%) SQL Developer
3 810 (17.15%) Business Intelligence Developer
4 627 (13.28%) Analyst
5 548 (11.60%) ETL Developer
6 516 (10.93%) SSIS Developer
7 486 (10.29%) Architect
8 315 (6.67%) SQL BI Developer
9 313 (6.63%) DBA
10 302 (6.39%) Consultant
10 302 (6.39%) Data Architect
11 286 (6.06%) SQL Server Developer
12 280 (5.93%) Senior Developer
13 278 (5.89%) Data Warehouse Developer
14 260 (5.50%) SQL DBA
15 242 (5.12%) SSRS Developer
16 232 (4.91%) Oracle Developer
17 207 (4.38%) Data Analyst
18 195 (4.13%) Business Intelligence Analyst
19 189 (4.00%) Business Developer
Libraries, Frameworks & Software Standards
1 564 (11.94%) .NET
2 453 (9.59%) XML
3 370 (7.83%) Web Services
4 236 (5.00%) MDX
5 203 (4.30%) HTML
6 177 (3.75%) ASP.NET
7 132 (2.79%) SOAP
8 120 (2.54%) REST
9 105 (2.22%) CSS
10 103 (2.18%) Middleware
11 102 (2.16%) JSON
12 73 (1.55%) .NET Framework
13 64 (1.36%) Spring
14 62 (1.31%) jQuery
15 59 (1.25%) ASP.NET MVC
16 57 (1.21%) RESTful
17 55 (1.16%) Oracle GoldenGate
18 48 (1.02%) Kafka
19 46 (0.97%) Java EE
19 46 (0.97%) JMS
Miscellaneous
1 865 (18.31%) Analytical Skills
2 495 (10.48%) Data Integration
3 408 (8.64%) Visualisation
4 328 (6.94%) Computer Science
5 243 (5.15%) Management Information System
6 129 (2.73%) Enterprise Software
7 121 (2.56%) Replication
8 115 (2.43%) Mathematics
9 94 (1.99%) Statistics
10 76 (1.61%) Data Structures
11 67 (1.42%) Data Extraction
12 62 (1.31%) Clustering
13 61 (1.29%) Fintech
14 48 (1.02%) User Experience
15 42 (0.89%) iPad
16 36 (0.76%) Credit Risk
17 31 (0.66%) Data Centre
18 27 (0.57%) Fixed Income
19 25 (0.53%) Mobile App
20 23 (0.49%) Algorithms
Operating Systems
1 273 (5.78%) Unix
2 258 (5.46%) Linux
3 246 (5.21%) Windows
4 80 (1.69%) Windows Server
5 32 (0.68%) Windows Server 2003
6 16 (0.34%) Apple iOS
7 15 (0.32%) Android
8 13 (0.28%) Red Hat Enterprise Linux
9 11 (0.23%) Windows Server 2008
10 8 (0.17%) Solaris
11 7 (0.15%) Windows Server 2012
12 6 (0.13%) Windows 7
13 5 (0.11%) Ubuntu
14 4 (0.085%) Oracle Linux
15 2 (0.042%) AIX
15 2 (0.042%) SUSE
16 1 (0.021%) CentOS
16 1 (0.021%) FreeBSD
16 1 (0.021%) HPUX
16 1 (0.021%) Windows Vista
Processes & Methodologies
1 2625 (55.58%) Business Intelligence
2 1096 (23.21%) Agile Software Development
3 994 (21.05%) Data Modelling
4 914 (19.35%) Analytics
5 611 (12.94%) Data Management
6 471 (9.97%) Performance Tuning
7 411 (8.70%) Kimball Methodology
8 391 (8.28%) Migration
9 379 (8.02%) SDLC
10 350 (7.41%) Data Analysis
11 326 (6.90%) Data Architecture
12 310 (6.56%) Data Analytics
13 309 (6.54%) ETL Development
14 274 (5.80%) Scrum
15 271 (5.74%) SOA
16 267 (5.65%) CRM
17 263 (5.57%) Stakeholder Management
18 260 (5.50%) Project Management
19 253 (5.36%) Data Visualisation
20 251 (5.31%) Dimensional Modelling
Programming Languages
1 3129 (66.25%) SQL
2 1168 (24.73%) T-SQL
3 636 (13.47%) Java
4 523 (11.07%) C#
5 429 (9.08%) PL/SQL
6 333 (7.05%) Python
7 249 (5.27%) JavaScript
8 161 (3.41%) Shell Script
9 154 (3.26%) VBA
10 136 (2.88%) R
11 108 (2.29%) PowerShell
12 98 (2.07%) Scala
12 98 (2.07%) VB.NET
13 77 (1.63%) C++
14 71 (1.50%) Data Analysis Expressions (DAX)
15 60 (1.27%) Apex Code
16 59 (1.25%) C
17 57 (1.21%) Perl
18 50 (1.06%) PHP
19 49 (1.04%) VB
Qualifications
1 688 (14.57%) Degree
2 96 (2.03%) Security Cleared
3 83 (1.76%) Microsoft Certification
4 43 (0.91%) SC Cleared
5 37 (0.78%) ISEB
5 37 (0.78%) MCITP
6 24 (0.51%) PMI Certification
7 22 (0.47%) DV Cleared
7 22 (0.47%) Oracle Certification
8 21 (0.44%) PhD
9 19 (0.40%) PRINCE2 Certification
10 17 (0.36%) ITIL Foundation Certificate
11 15 (0.32%) ISTQB
12 13 (0.28%) MCSE
12 13 (0.28%) PMP
13 11 (0.23%) MCTS
14 10 (0.21%) CIMA
14 10 (0.21%) PRINCE2 Practitioner
15 9 (0.19%) ACCA
15 9 (0.19%) ITIL Certification
Quality Assurance & Compliance
1 540 (11.43%) Data Quality
2 189 (4.00%) QA
3 71 (1.50%) SLA
4 14 (0.30%) PCI DSS
5 7 (0.15%) Solvency II
6 5 (0.11%) Dodd-Frank
7 3 (0.064%) COREP
7 3 (0.064%) CRD IV
7 3 (0.064%) FINREP
7 3 (0.064%) Sarbanes-Oxley
7 3 (0.064%) SNOMED CT
8 2 (0.042%) Basel II
8 2 (0.042%) FATCA
9 1 (0.021%) COBIT
9 1 (0.021%) GxP
9 1 (0.021%) HL7
9 1 (0.021%) ISO 14001
9 1 (0.021%) ISO 9001
9 1 (0.021%) ISO20022
System Software
1 66 (1.40%) Apache Flume
2 55 (1.16%) HDFS
3 33 (0.70%) Docker
4 29 (0.61%) Active Directory
5 16 (0.34%) Oracle RAC
6 14 (0.30%) VMware Infrastructure
7 9 (0.19%) Ceph
8 5 (0.11%) Tivoli Workload Scheduler
8 5 (0.11%) Veritas Cluster Server
9 4 (0.085%) vSphere
10 2 (0.042%) Firmware
10 2 (0.042%) GPFS
10 2 (0.042%) Virtual Machines
11 1 (0.021%) Apache ZooKeeper
11 1 (0.021%) KVM
11 1 (0.021%) Microsoft Virtual Server
11 1 (0.021%) Samba
11 1 (0.021%) Virtual Servers
11 1 (0.021%) VirtualBox
11 1 (0.021%) Xen
Systems Management
1 55 (1.16%) Control-M
2 43 (0.91%) Puppet
3 37 (0.78%) Hadoop YARN
4 36 (0.76%) Opscode Chef
5 34 (0.72%) Oozie
6 33 (0.70%) Ansible
7 11 (0.23%) Failover Clustering
8 10 (0.21%) Mesos
9 9 (0.19%) Dollar Universe
10 8 (0.17%) Oracle Enterprise Manager
11 7 (0.15%) HP Quality Center
11 7 (0.15%) MOM
12 6 (0.13%) Jitterbit
12 6 (0.13%) Tivoli
13 5 (0.11%) Data Guard
13 5 (0.11%) Oracle RMAN
14 4 (0.085%) Oracle EDQ
14 4 (0.085%) SCCM
14 4 (0.085%) SCOM
15 3 (0.064%) HAProxy
Vendors
1 1313 (27.80%) Oracle
2 1122 (23.76%) Microsoft
3 671 (14.21%) Informatica
4 488 (10.33%) Tableau
5 429 (9.08%) SAP
6 269 (5.70%) Cognos
7 211 (4.47%) IBM
8 176 (3.73%) Talend
9 169 (3.58%) Salesforce.com
10 108 (2.29%) Teradata
11 85 (1.80%) Ab Initio
12 77 (1.63%) Cloudera
12 77 (1.63%) Netezza
13 75 (1.59%) Google
14 67 (1.42%) Hortonworks
15 60 (1.27%) MicroStrategy
16 51 (1.08%) TIBCO
17 46 (0.97%) Adobe
18 45 (0.95%) Sybase
19 42 (0.89%) EXASOL
Reading, Berkshire
The One Group
Salary: £50k - 65k per year + Benefits
Posted: 8 hours ago
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 13 hours ago
London
Redrock Consulting Ltd
Salary: £50000 - £65000 per annum
Posted: 7 hours ago
London
Codex
Salary: From £40,000 to £65,000 per annum
Posted: 16 hours ago
Leicester, Leicestershire
Executive Resource Group
Salary: £35000.00 per annum
Posted: 14 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 11 hours ago
Berkshire
McGregor Boyall
Salary: £40000 - £55000 per annum
Posted: 10 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 14 hours ago
Leeds, West Yorkshire
Rullion IT Plus
Salary: £40000 - £48000 per annum + Bens
Posted: 15 hours ago
London
Talent International
Salary: £50000 - £55000 per annum + Benefits
Posted: 14 hours ago
City, London
Eames Consulting
Salary: £50000 - £55000 per annum
Posted: 16 hours ago
Tunbridge Wells, Kent
Evolution Recruitment Solutions
Salary: 20,000 - 25,000
Posted: 16 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: Yesterday
Hertfordshire
Nigel Frank International Ltd
Salary: £53000 - £62000 per annum
Posted: Yesterday
London
Harrington Starr
Salary: £70000 - £90000 per annum + bonus + benefits
Posted: 8 hours ago
Slough, Berkshire
set2recruit
Salary: From £40,000 to £50,000 per annum + On call allowance up to £8k
Posted: Yesterday
Derby, Derbyshire
Engage PSG
Salary: £45 - £55 per annum + perks
Posted: 2 days ago
Doncaster, South Yorkshire
Capita Resourcing - IT Resourcing
Salary: £31500 - £41500 per annum + Benefits package
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum
Posted: 6 hours ago
Brighton, East Sussex
Search Consultancy
Salary: £40000 - £46045.00 per annum + bonus+pension
Posted: 8 hours ago
London
Talent International
Salary: £70000 - £95000 per annum + Benefits
Posted: 14 hours ago
London
onezeero.
Salary: £30000 - £40000 per annum + Benefits + Bonus
Posted: Yesterday
Leeds, West Yorkshire
TEKsystems
Salary: £35000 - £50000 per annum
Posted: 2 days ago
City, London
Freshtechit
Salary: From £30,000 to £55,000 per annum
Posted: 2 days ago
Nottingham, Nottinghamshire
Freshtechit
Salary: From £30,000 to £55,000 per annum
Posted: 2 days ago
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: Up to £95,000 + package
Posted: 10 hours ago
London
Redrock Consulting Ltd
Salary: £25000.00 - £30000.00 per annum + Bonus, Pension
Posted: Yesterday
Birmingham, West Midlands (County)
Experis Ltd
Salary: £55000 - £65000 per annum + Benefits
Posted: 2 days ago