The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East / Berkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 122 100 97
Rank change year-on-year -22 -3  
Permanent jobs citing ETL 58 111 145
As % of all permanent IT jobs advertised in Berkshire 1.75% 2.48% 2.81%
As % of the Processes & Methodologies category 2.07% 2.81% 3.26%
Number of salaries quoted 49 95 105
Median salary £50,000 £52,500 £55,000
Median salary % change year-on-year -4.76% -4.54%  
90% offered a salary of more than £26,800 £37,500 £40,000
10% offered a salary of more than £77,500 £80,000 £70,000
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 Berkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Berkshire
Permanent job vacancies with a requirement for process and methodology skills 2799 3954 4452
As % of all permanent IT job vacancies advertised in Berkshire 84.61% 88.50% 86.31%
Number of salaries quoted 2192 3127 3236
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire 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 Berkshire

ETL
Salary Trend in Berkshire

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

Salary trend for ETL in Berkshire

ETL
Salary Histogram in Berkshire

The salary distribution of IT jobs citing ETL in Berkshire over the 3 months to 22 June 2017.

Salary histogram for ETL in Berkshire

ETL
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Berkshire region over the 3 months to 22 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
Reading +4 10 £65,000 +23.80% 2
Bracknell +22 9 £21,500 -68.95%
Wokingham - 6 £55,000 -
Windsor - 2 £50,000 -
Slough -4 1 - - 1
Maidenhead -7 1 - - 2
Newbury - 1 £43,000 -
ETL
South East

For the 6 months to 22 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 Berkshire region with a requirement for ETL.

1 109 (73.65%) SQL
2 71 (47.97%) Business Intelligence
3 70 (47.30%) SQL Server
4 59 (39.86%) Agile Software Development
5 58 (39.19%) Oracle
6 57 (38.51%) Data Warehouse
7 55 (37.16%) Data Modelling
8 52 (35.14%) T-SQL
8 52 (35.14%) Finance
9 47 (31.76%) SQL Server Integration Services
10 35 (23.65%) Scrum
11 33 (22.30%) Analytics
12 31 (20.95%) C#
13 29 (19.59%) Microsoft
13 29 (19.59%) SQL Server Reporting Services
14 27 (18.24%) Web Services
14 27 (18.24%) XML
15 24 (16.22%) Linux
15 24 (16.22%) PL/SQL
16 23 (15.54%) JavaScript
16 23 (15.54%) .NET
16 23 (15.54%) Team Foundation Server
17 22 (14.86%) JSON
17 22 (14.86%) HTML
17 22 (14.86%) CSS
18 21 (14.19%) Windows
18 21 (14.19%) Relational Database
18 21 (14.19%) SDLC
19 20 (13.51%) Oracle Database
20 19 (12.84%) Analytical Skills

ETL
Co-occurring IT Skills in Berkshire 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 8 (5.41%) CMS
1 8 (5.41%) SAS
1 8 (5.41%) Sitefinity
2 6 (4.05%) SharePoint
3 5 (3.38%) IIS
3 5 (3.38%) Oracle Service Bus
3 5 (3.38%) WebLogic
Applications
1 7 (4.73%) MS Visio
2 2 (1.35%) Microsoft Excel
Business Applications
1 8 (5.41%) SAP CO
1 8 (5.41%) SAP FI
1 8 (5.41%) SAP FI/CO
1 8 (5.41%) SAP FSCM
1 8 (5.41%) SAP MM
1 8 (5.41%) SAP PS
1 8 (5.41%) SAP SD
2 6 (4.05%) Eloqua
3 5 (3.38%) Oracle EBS
4 4 (2.70%) Dynamics GP
4 4 (2.70%) Dynamics NAV
5 2 (1.35%) SAP ERP
6 1 (0.68%) Oracle BPM
Cloud Services
1 7 (4.73%) Microsoft Azure
2 5 (3.38%) Oracle Service Cloud
2 5 (3.38%) Responsys
2 5 (3.38%) SaaS
2 5 (3.38%) Taleo
3 3 (2.03%) IaaS
4 2 (1.35%) Cortana Intelligence Suite
4 2 (1.35%) Office 365
4 2 (1.35%) PaaS
5 1 (0.68%) Amazon AWS
5 1 (0.68%) Force.com
5 1 (0.68%) Salesforce Service Cloud
Communications & Networking
1 2 (1.35%) ASN.1
1 2 (1.35%) Radio Access Network
Database & Business Intelligence
1 70 (47.30%) SQL Server
2 57 (38.51%) Data Warehouse
3 47 (31.76%) SQL Server Integration Services
4 29 (19.59%) SQL Server Reporting Services
5 21 (14.19%) Relational Database
6 20 (13.51%) Oracle Database
7 15 (10.14%) Data Mining
8 14 (9.46%) RDBMS
8 14 (9.46%) SQL Server Analysis Services
9 13 (8.78%) BusinessObjects
10 12 (8.11%) Hadoop
11 11 (7.43%) OLTP
11 11 (7.43%) SQL Server 2008
12 10 (6.76%) MySQL
12 10 (6.76%) SQL Server 2012
13 9 (6.08%) Big Data
13 9 (6.08%) Microsoft Analysis Services
13 9 (6.08%) Power BI
13 9 (6.08%) SQL Server 2014
14 8 (5.41%) SAP BW
Development Applications
1 23 (15.54%) Team Foundation Server
2 16 (10.81%) NuGet
3 9 (6.08%) Git (software)
3 9 (6.08%) gulp
4 7 (4.73%) Subversion
4 7 (4.73%) Toad
5 5 (3.38%) Oracle Forms
5 5 (3.38%) Selenium
5 5 (3.38%) Selenium IDE
5 5 (3.38%) WebDriver
6 3 (2.03%) JIRA
6 3 (2.03%) Visual Studio
General
1 52 (35.14%) Finance
2 13 (8.78%) Telecoms
3 8 (5.41%) Banking
4 3 (2.03%) Financial Institution
4 3 (2.03%) Retail
5 2 (1.35%) Marketing
6 1 (0.68%) Advertising
6 1 (0.68%) Automotive
6 1 (0.68%) Back Office
Job Titles
1 57 (38.51%) Developer
2 34 (22.97%) SQL Developer
3 29 (19.59%) Analyst
4 21 (14.19%) C# Developer
4 21 (14.19%) Data Analyst
5 18 (12.16%) Senior Developer
6 17 (11.49%) DBA
7 16 (10.81%) ETL Analyst
8 15 (10.14%) .NET Developer
8 15 (10.14%) ASP.NET Developer
8 15 (10.14%) ASP.NET MVC Developer
8 15 (10.14%) C# .NET Developer
8 15 (10.14%) C# ASP.NET Developer
8 15 (10.14%) SQL Analyst
9 13 (8.78%) Business Intelligence Developer
9 13 (8.78%) Oracle DBA
10 12 (8.11%) Consultant
10 12 (8.11%) SQL Data Analyst
11 11 (7.43%) MicroStrategy Developer
12 9 (6.08%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 27 (18.24%) Web Services
1 27 (18.24%) XML
2 23 (15.54%) .NET
3 22 (14.86%) CSS
3 22 (14.86%) HTML
3 22 (14.86%) JSON
4 19 (12.84%) REST
5 16 (10.81%) .NET Framework
5 16 (10.81%) ASP.NET
5 16 (10.81%) ASP.NET MVC
5 16 (10.81%) SOAP
6 13 (8.78%) HTML5
7 10 (6.76%) AngularJS
8 9 (6.08%) ASP.NET Web API
8 9 (6.08%) ASP.NET Web Forms
8 9 (6.08%) KnockoutJS
8 9 (6.08%) React
9 7 (4.73%) Ajax
10 6 (4.05%) CSS3
10 6 (4.05%) Middleware
Miscellaneous
1 19 (12.84%) Analytical Skills
2 14 (9.46%) User Experience
3 11 (7.43%) Computer Science
4 7 (4.73%) Enterprise Software
4 7 (4.73%) Management Information System
4 7 (4.73%) Mobile App
5 5 (3.38%) Foreign Exchange (FX)
6 4 (2.70%) Wiki
7 3 (2.03%) Data Structures
7 3 (2.03%) Fintech
7 3 (2.03%) Replication
8 2 (1.35%) Greenfield Project
8 2 (1.35%) Linux Command Line
8 2 (1.35%) Private Cloud
9 1 (0.68%) Blog
9 1 (0.68%) Driving Licence
Operating Systems
1 24 (16.22%) Linux
2 21 (14.19%) Windows
3 19 (12.84%) Unix
4 16 (10.81%) Windows Server
5 5 (3.38%) CentOS
5 5 (3.38%) Red Hat Enterprise Linux
5 5 (3.38%) Solaris
Processes & Methodologies
1 71 (47.97%) Business Intelligence
2 59 (39.86%) Agile Software Development
3 55 (37.16%) Data Modelling
4 35 (23.65%) Scrum
5 33 (22.30%) Analytics
6 21 (14.19%) SDLC
7 19 (12.84%) UML
8 18 (12.16%) Software Engineering
9 17 (11.49%) DevOps
9 17 (11.49%) Web Development
10 16 (10.81%) Continuous Integration
10 16 (10.81%) Data Visualisation
10 16 (10.81%) Low Latency
10 16 (10.81%) MVC
10 16 (10.81%) OO
10 16 (10.81%) SOLID
10 16 (10.81%) Visualisation
11 15 (10.14%) Data Analytics
11 15 (10.14%) TDD
12 14 (9.46%) Mentoring
Programming Languages
1 109 (73.65%) SQL
2 52 (35.14%) T-SQL
3 31 (20.95%) C#
4 24 (16.22%) PL/SQL
5 23 (15.54%) JavaScript
6 11 (7.43%) Shell Script
7 6 (4.05%) ABAP
7 6 (4.05%) Python
7 6 (4.05%) R
7 6 (4.05%) VB.NET
8 4 (2.70%) Java
9 3 (2.03%) C++
10 2 (1.35%) Bash Shell
10 2 (1.35%) Perl
11 1 (0.68%) VBA
Qualifications
1 14 (9.46%) Degree
2 7 (4.73%) Security Cleared
3 5 (3.38%) ISEB
3 5 (3.38%) ISTQB
4 2 (1.35%) Computer Science Degree
4 2 (1.35%) ITIL Foundation Certificate
4 2 (1.35%) SC Cleared
5 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 19 (12.84%) Data Quality
2 5 (3.38%) QA
3 3 (2.03%) IFRS
3 3 (2.03%) IFRS 9
3 3 (2.03%) Sarbanes-Oxley
System Software
1 5 (3.38%) Oracle RAC
1 5 (3.38%) XenServer
Systems Management
1 10 (6.76%) Oracle Enterprise Manager
2 5 (3.38%) Enterprise Manager Cloud Control
2 5 (3.38%) HP Quality Center
2 5 (3.38%) Opscode Chef
2 5 (3.38%) Oracle RMAN
2 5 (3.38%) Puppet
Vendors
1 58 (39.19%) Oracle
2 29 (19.59%) Microsoft
3 15 (10.14%) MicroStrategy
4 14 (9.46%) Tableau
5 12 (8.11%) SAP
6 8 (5.41%) Cognos
6 8 (5.41%) HP
6 8 (5.41%) Informatica
7 7 (4.73%) Xamarin
8 6 (4.05%) Sybase
9 5 (3.38%) Sun
9 5 (3.38%) VMware
10 3 (2.03%) Hyperion
10 3 (2.03%) IBM
10 3 (2.03%) Sage
11 2 (1.35%) Greenplum
11 2 (1.35%) Salesforce.com
12 1 (0.68%) Aprimo
12 1 (0.68%) Apttus
12 1 (0.68%) Zuora
Maidenhead, Berkshire
onezeero.
Salary: £44000 - £60000 per annum
Posted: Yesterday
Berkshire
Austin Fraser
Salary: £75000.00 per annum + Benefits
Posted: 2 days ago
Maidenhead, Berkshire
X4 Group
Salary: £45k - 55k per year
Posted: 6 days ago
Reading
Bentley Whitaker
Salary: £35,000 - £50,000 per year
Posted: 3 days ago
Berkshire
Next Ventures Limited
Salary: DOE
Posted: 3 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 17 days ago