The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / South East
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 194 145 131
Rank change year-on-year -49 -14  
Permanent jobs citing ETL 223 428 491
As % of all permanent IT jobs advertised in the South East 1.52% 2.33% 2.30%
As % of the Processes & Methodologies category 1.75% 2.69% 2.67%
Number of salaries quoted 183 371 361
Median salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76%  
90% offered a salary of more than £32,500 £37,500 £37,500
10% offered a salary of more than £77,500 £69,250 £67,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12755 15932 18407
As % of all permanent IT job vacancies advertised in the South East 86.84% 86.67% 86.37%
Number of salaries quoted 10537 13367 14718
Median salary £47,500 £47,000 £45,000
Median salary % change year-on-year +1.06% +4.44%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £67,500 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in the South East

ETL
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in the South East.

Salary trend for ETL in the South East

ETL
Salary Histogram in the South East

The salary distribution of IT jobs citing ETL in the South East over the 3 months to 23 June 2017.

Salary histogram for ETL in the South East

ETL
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the South East region over the 3 months to 23 June 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
Berkshire -17 57 £50,000 -4.76% 6
Surrey +30 52 £57,500 +26.37% 6
Buckinghamshire +7 30 £80,000 +84.97% 8
Hampshire -47 22 £32,500 -26.13% 7
West Sussex -13 18 £62,500 +25.00% 2
Kent -11 16 £42,500 -5.55% 1
Oxfordshire -24 15 £65,000 +18.18% 2
East Sussex +9 11 £65,000 +52.94% 1
Middlesex +4 1 £66,000 +20.00%
ETL
England

For the 6 months to 23 June 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 South East region with a requirement for ETL.

1 371 (65.20%) SQL
2 269 (47.28%) Business Intelligence
3 258 (45.34%) SQL Server
4 211 (37.08%) SQL Server Integration Services
5 209 (36.73%) Data Warehouse
6 203 (35.68%) Agile Software Development
7 194 (34.09%) Oracle
8 178 (31.28%) Data Modelling
9 171 (30.05%) Microsoft
10 168 (29.53%) T-SQL
11 163 (28.65%) SQL Server Reporting Services
12 122 (21.44%) Finance
13 101 (17.75%) SQL Server Analysis Services
14 96 (16.87%) Big Data
15 87 (15.29%) Analytics
16 84 (14.76%) Scrum
17 83 (14.59%) SAP
18 81 (14.24%) XML
19 80 (14.06%) C#
20 75 (13.18%) Relational Database
21 73 (12.83%) TDD
21 73 (12.83%) Continuous Integration
22 70 (12.30%) .NET
23 69 (12.13%) SQL Server 2008
23 69 (12.13%) Hadoop
24 68 (11.95%) Data Quality
25 67 (11.78%) BusinessObjects
26 65 (11.42%) OLAP
26 65 (11.42%) SDLC
27 64 (11.25%) Degree

ETL
Co-occurring IT Skills in the South East 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 26 (4.57%) JBoss
2 22 (3.87%) BizTalk Server
3 21 (3.69%) SharePoint
4 19 (3.34%) Apache Spark
5 13 (2.28%) IIS
6 11 (1.93%) SAS
7 8 (1.41%) CMS
7 8 (1.41%) Sitefinity
8 7 (1.23%) Elasticsearch
9 6 (1.05%) WebLogic
10 5 (0.88%) Luigi
10 5 (0.88%) SharePoint 2013
11 4 (0.70%) Oracle Service Bus
12 3 (0.53%) Apache Pig
13 2 (0.35%) Apache
14 1 (0.18%) nginx
14 1 (0.18%) SharePoint Server
14 1 (0.18%) Tomcat
Applications
1 46 (8.08%) Microsoft Excel
2 13 (2.28%) Microsoft Office
3 11 (1.93%) Microsoft Project
4 10 (1.76%) Microsoft PowerPoint
5 7 (1.23%) MS Visio
6 1 (0.18%) Spreadsheet
Business Applications
1 10 (1.76%) SAP Oil and Gas
2 8 (1.41%) SAP CO
2 8 (1.41%) SAP FI
2 8 (1.41%) SAP FI/CO
2 8 (1.41%) SAP FSCM
2 8 (1.41%) SAP MM
2 8 (1.41%) SAP PS
2 8 (1.41%) SAP SD
3 7 (1.23%) SAP CRM
4 5 (0.88%) Eloqua
5 4 (0.70%) Dynamics GP
5 4 (0.70%) Dynamics NAV
5 4 (0.70%) Oracle EBS
6 2 (0.35%) SAP ERP
7 1 (0.18%) Oracle BPM
Cloud Services
1 43 (7.56%) Microsoft Azure
2 30 (5.27%) Amazon AWS
3 5 (0.88%) Google Cloud Platform
4 4 (0.70%) IaaS
4 4 (0.70%) Oracle Service Cloud
4 4 (0.70%) Responsys
4 4 (0.70%) SaaS
4 4 (0.70%) Taleo
5 3 (0.53%) Office 365
6 2 (0.35%) Cloud Computing
6 2 (0.35%) Cortana Intelligence Suite
6 2 (0.35%) PaaS
7 1 (0.18%) Force.com
7 1 (0.18%) GitHub
7 1 (0.18%) Salesforce Service Cloud
Communications & Networking
1 14 (2.46%) Internet
2 6 (1.05%) Intranet
3 4 (0.70%) Extranet
4 2 (0.35%) ASN.1
4 2 (0.35%) Radio Access Network
Database & Business Intelligence
1 258 (45.34%) SQL Server
2 211 (37.08%) SQL Server Integration Services
3 209 (36.73%) Data Warehouse
4 163 (28.65%) SQL Server Reporting Services
5 101 (17.75%) SQL Server Analysis Services
6 96 (16.87%) Big Data
7 75 (13.18%) Relational Database
8 69 (12.13%) Hadoop
8 69 (12.13%) SQL Server 2008
9 67 (11.78%) BusinessObjects
10 65 (11.42%) OLAP
11 53 (9.31%) SQL Server 2012
12 48 (8.44%) MySQL
13 47 (8.26%) Power BI
14 44 (7.73%) NoSQL
15 40 (7.03%) QlikView
16 38 (6.68%) Data Mining
17 37 (6.50%) Oracle Database
18 36 (6.33%) Apache Hive
19 34 (5.98%) SAP Data Services
Development Applications
1 51 (8.96%) Talend Open Studio
2 40 (7.03%) Visual Studio
3 39 (6.85%) JIRA
3 39 (6.85%) Team Foundation Server
4 16 (2.81%) NuGet
5 9 (1.58%) Git (software)
5 9 (1.58%) gulp
5 9 (1.58%) Oracle Forms
6 8 (1.41%) Toad
7 7 (1.23%) Jenkins
7 7 (1.23%) Maven
7 7 (1.23%) Subversion
8 6 (1.05%) Selenium
9 5 (0.88%) Selenium IDE
9 5 (0.88%) SoapUI
9 5 (0.88%) Sonatype Nexus
9 5 (0.88%) WebDriver
10 2 (0.35%) Ant
10 2 (0.35%) Hudson
11 1 (0.18%) Rational Rose
General
1 122 (21.44%) Finance
2 38 (6.68%) Marketing
3 36 (6.33%) Legal
4 32 (5.62%) Banking
5 25 (4.39%) Telecoms
6 13 (2.28%) Electronics
7 11 (1.93%) Advertising
7 11 (1.93%) Publishing
8 10 (1.76%) Manufacturing
9 9 (1.58%) Retail
9 9 (1.58%) Spanish Language
10 6 (1.05%) German Language
11 5 (0.88%) Dutch Language
11 5 (0.88%) French Language
11 5 (0.88%) Italian Language
12 4 (0.70%) Games
13 3 (0.53%) Automotive
13 3 (0.53%) Financial Institution
14 1 (0.18%) Back Office
14 1 (0.18%) Front Office
Job Titles
1 227 (39.89%) Developer
2 104 (18.28%) SQL Developer
3 83 (14.59%) Analyst
4 73 (12.83%) Architect
5 70 (12.30%) Business Intelligence Developer
6 58 (10.19%) DBA
7 45 (7.91%) Data Architect
8 44 (7.73%) Senior Developer
9 43 (7.56%) C# Developer
10 41 (7.21%) SQL Analyst
11 35 (6.15%) .NET Developer
11 35 (6.15%) C# .NET Developer
11 35 (6.15%) ETL Developer
11 35 (6.15%) SQL DBA
11 35 (6.15%) SSIS Developer
12 33 (5.80%) Oracle Developer
13 30 (5.27%) SQL BI Developer
14 27 (4.75%) Business Intelligence Analyst
15 26 (4.57%) Data Analyst
15 26 (4.57%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 81 (14.24%) XML
2 70 (12.30%) .NET
3 60 (10.54%) Web Services
4 52 (9.14%) HTML
5 46 (8.08%) SOAP
6 43 (7.56%) REST
7 35 (6.15%) ASP.NET
8 30 (5.27%) HTML5
8 30 (5.27%) JSON
9 27 (4.75%) CSS
10 26 (4.57%) Apache Camel
10 26 (4.57%) Java EE
10 26 (4.57%) RESTful
10 26 (4.57%) Spring
10 26 (4.57%) XML Schema
11 24 (4.22%) MDX
12 18 (3.16%) .NET Framework
13 17 (2.99%) ASP.NET MVC
14 11 (1.93%) AngularJS
14 11 (1.93%) Middleware
Miscellaneous
1 44 (7.73%) Analytical Skills
2 29 (5.10%) Enterprise Software
3 22 (3.87%) Computer Science
4 20 (3.51%) Management Information System
5 19 (3.34%) Clustering
6 18 (3.16%) Replication
7 15 (2.64%) Data Structures
8 14 (2.46%) Semantic Web
8 14 (2.46%) User Experience
9 11 (1.93%) Greenfield Project
10 10 (1.76%) SWIFT
11 7 (1.23%) Internet of Things
11 7 (1.23%) Mobile App
12 5 (0.88%) Fintech
12 5 (0.88%) Foreign Exchange (FX)
12 5 (0.88%) Social Network
13 4 (0.70%) Client/Server
13 4 (0.70%) Reinsurance
13 4 (0.70%) Wiki
14 3 (0.53%) Virtual Team
Operating Systems
1 48 (8.44%) Windows
2 34 (5.98%) Unix
3 32 (5.62%) Linux
4 23 (4.04%) Windows Server
5 8 (1.41%) Windows Server 2008
5 8 (1.41%) Windows Server 2012
6 5 (0.88%) CentOS
7 4 (0.70%) Red Hat Enterprise Linux
7 4 (0.70%) Solaris
Processes & Methodologies
1 269 (47.28%) Business Intelligence
2 203 (35.68%) Agile Software Development
3 178 (31.28%) Data Modelling
4 87 (15.29%) Analytics
5 84 (14.76%) Scrum
6 73 (12.83%) Continuous Integration
6 73 (12.83%) TDD
7 65 (11.42%) SDLC
8 62 (10.90%) Data Integration
9 61 (10.72%) Migration
10 59 (10.37%) Project Management
11 57 (10.02%) Performance Tuning
12 51 (8.96%) Data Management
13 50 (8.79%) Data Migration
14 47 (8.26%) Data Analysis
15 43 (7.56%) Kimball Methodology
16 41 (7.21%) Test Automation
17 40 (7.03%) Visualisation
18 39 (6.85%) Data Cleansing
18 39 (6.85%) Software Engineering
Programming Languages
1 371 (65.20%) SQL
2 168 (29.53%) T-SQL
3 80 (14.06%) C#
4 62 (10.90%) Java
5 60 (10.54%) JavaScript
6 56 (9.84%) PL/SQL
7 30 (5.27%) Shell Script
8 28 (4.92%) Python
9 16 (2.81%) R
10 14 (2.46%) Data Analysis Expressions (DAX)
11 13 (2.28%) Bash Shell
12 11 (1.93%) ABAP
13 8 (1.41%) Scala
14 7 (1.23%) C
15 6 (1.05%) VB.NET
16 5 (0.88%) C++
17 4 (0.70%) PowerShell
18 3 (0.53%) Perl
18 3 (0.53%) PHP
19 2 (0.35%) VBA
Qualifications
1 64 (11.25%) Degree
2 12 (2.11%) Security Cleared
3 10 (1.76%) Computer Science Degree
3 10 (1.76%) Microsoft Certification
4 7 (1.23%) SC Cleared
5 6 (1.05%) ISEB
6 5 (0.88%) ISTQB
6 5 (0.88%) MCSE
6 5 (0.88%) Numerate Degree
6 5 (0.88%) PRINCE2 Certification
7 2 (0.35%) ITIL Foundation Certificate
7 2 (0.35%) MCDBA
7 2 (0.35%) MCITP
7 2 (0.35%) MCP
7 2 (0.35%) MCTS
8 1 (0.18%) DBS Check
Quality Assurance & Compliance
1 68 (11.95%) Data Quality
2 29 (5.10%) QA
3 13 (2.28%) SLA
4 7 (1.23%) ISO/IEC 27001
5 6 (1.05%) COBIT
6 4 (0.70%) GDPR
7 3 (0.53%) IFRS
7 3 (0.53%) IFRS 9
7 3 (0.53%) Sarbanes-Oxley
8 1 (0.18%) HL7
System Software
1 8 (1.41%) Apache Flume
2 7 (1.23%) KVM
2 7 (1.23%) VMware Infrastructure
3 6 (1.05%) Active Directory
3 6 (1.05%) Oracle RAC
4 4 (0.70%) XenServer
5 3 (0.53%) Docker
Systems Management
1 14 (2.46%) Oozie
2 8 (1.41%) Oracle Enterprise Manager
3 5 (0.88%) HP Quality Center
3 5 (0.88%) Opscode Chef
3 5 (0.88%) Puppet
4 4 (0.70%) Enterprise Manager Cloud Control
4 4 (0.70%) Oracle RMAN
5 2 (0.35%) Data Guard
6 1 (0.18%) SQL Sentry
Vendors
1 194 (34.09%) Oracle
2 171 (30.05%) Microsoft
3 83 (14.59%) SAP
4 59 (10.37%) Informatica
5 51 (8.96%) Talend
6 48 (8.44%) Tableau
7 30 (5.27%) Cognos
8 22 (3.87%) MicroStrategy
9 15 (2.64%) Teradata
10 12 (2.11%) VMware
11 11 (1.93%) Sage
12 10 (1.76%) HP
13 8 (1.41%) Cloudera
13 8 (1.41%) Hyperion
14 7 (1.23%) Ab Initio
14 7 (1.23%) Percona
14 7 (1.23%) Salesforce.com
14 7 (1.23%) Sybase
14 7 (1.23%) Xamarin
15 6 (1.05%) SolarWinds
Oxfordshire
Oscar
Salary: £25000 - £35000 per annum + Benefits
Posted: 6 hours ago
Portsmouth, Hampshire
Senitor Associates
Salary: £30000 - £50000 per annum
Posted: 5 hours ago
Reigate, Surrey
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum, Benefits Excellent Benefits and Bonus
Posted: 5 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: 12 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: 12 hours ago
Maidenhead, Berkshire
onezeero.
Salary: £44000 - £60000 per annum
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Hudson IT
Salary: £90000 - £110000 per annum + Great bonus and benefits
Posted: 4 hours ago
Southampton
Nigel Frank International
Salary: £30000 - £45000 per annum
Posted: 2 days ago
Milton Keynes, Buckinghamshire
X4 Group
Salary: Market related
Posted: 4 days ago
Berkshire
Austin Fraser
Salary: £75000.00 per annum + Benefits
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Eurostaff Group Limited
Posted: 23 hours ago
Surrey
Harvey Nash plc
Salary: £45000 - £50000 per annum
Posted: 3 days ago
Egham, Surrey
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum, Benefits Pension, Life, Health and 25 days
Posted: 2 days ago
Redhill, Surrey
Gold
Salary: bonus and benefits
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 2 days ago
Reading
Bentley Whitaker
Salary: £35,000 - £50,000 per year
Posted: 4 days ago
Berkshire
Next Ventures Limited
Salary: DOE
Posted: 4 days ago
Brighton
Nigel Frank International
Salary: £70000 per annum + Pension, Health, Bonus
Posted: 11 days ago
Milton Keynes, Buckinghamshire
Rullion
Posted: 4 days ago
Basingstoke
Spectrum IT
Salary: £50000 - £60000 per annum + Bonus, 25 days Hol
Posted: 10 days ago
Southampton, Hampshire
Red Funnel Group
Salary: £44,000 per annum including annual bonus and great benefits scheme
Posted: 15 days ago
East Grinstead, West Sussex
Ballard Chalmers Limited
Salary: From £60,000 to £70,000 per annum DOE + Bonuses
Posted: 15 days ago
Milton Keynes, Buckinghamshire
Hays Talent Solutions
Salary: £50000.00 - £65000.00 per annum + Benefits + Car
Posted: 17 days ago
Milton Keynes
Mint
Posted: 22 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £65,000 to £70,000 per annum + bonus & extensive benefits
Posted: 18 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 18 days ago
Farnborough
People Source Consulting
Salary: £20000 - £45000 per annum + Benefits
Posted: 11 days ago