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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Berkshire
Rank 99 72 119
Rank change year-on-year -27 +47  
Permanent jobs citing ETL 89 165 114
As % of all permanent IT jobs advertised in Berkshire 2.68% 3.34% 2.14%
As % of the Processes & Methodologies category 3.14% 3.83% 2.49%
Number of salaries quoted 63 125 76
Median salary £50,000 £52,500 £52,500
Median salary % change year-on-year -4.76% -  
90% offered a salary of more than £36,500 £32,500 £40,750
10% offered a salary of more than £64,000 £67,500 £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 2836 4308 4581
As % of all permanent IT job vacancies advertised in Berkshire 85.24% 87.28% 85.98%
Number of salaries quoted 2231 3462 3293
Median salary £52,500 £52,500 £52,500
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 23 March 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 23 March 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 +8 27 £42,500 +6.25%
Maidenhead +18 18 £50,000 +5.26% 2
Bracknell +11 12 £45,000 -12.19% 2
Wokingham - 6 £55,000 -
Slough -20 4 £67,500 +3.84%
Newbury - 4 - -
Windsor -11 1 £62,500 +16.27%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 23 March 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.

1 139 (81.29%) SQL
2 92 (53.80%) SQL Server
3 81 (47.37%) Oracle
3 81 (47.37%) Business Intelligence
4 79 (46.20%) Agile Software Development
5 76 (44.44%) Data Warehouse
6 58 (33.92%) SQL Server Integration Services
7 52 (30.41%) T-SQL
8 46 (26.90%) Finance
9 45 (26.32%) Data Modelling
10 42 (24.56%) SQL Server Reporting Services
11 37 (21.64%) XML
12 35 (20.47%) PL/SQL
13 33 (19.30%) Web Services
13 33 (19.30%) Scrum
14 31 (18.13%) Migration
15 30 (17.54%) Analytics
16 28 (16.37%) C#
16 28 (16.37%) MS Excel
17 27 (15.79%) Team Foundation Server
18 26 (15.20%) Oracle Database
19 24 (14.04%) Microsoft
20 22 (12.87%) Analytical Skills
21 21 (12.28%) Tableau
21 21 (12.28%) Data Quality
22 20 (11.70%) Linux
22 20 (11.70%) ITIL
22 20 (11.70%) Unix
23 19 (11.11%) JSON
23 19 (11.11%) SQL Server Analysis Services

ETL
Top Related 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 15 (8.77%) WebLogic
2 13 (7.60%) SAS
3 10 (5.85%) Oracle SOA Suite
4 9 (5.26%) GlassFish
4 9 (5.26%) JBoss
4 9 (5.26%) Tomcat
5 6 (3.51%) Apache Spark
5 6 (3.51%) Oracle Service Bus
5 6 (3.51%) WebSphere
6 5 (2.92%) IIS
7 4 (2.34%) SharePoint
8 1 (0.58%) CMS
8 1 (0.58%) Sitefinity
8 1 (0.58%) SugarCRM
Applications
1 28 (16.37%) MS Excel
2 7 (4.09%) MS Visio
Business Applications
1 7 (4.09%) Eloqua
2 6 (3.51%) Oracle EBS
3 4 (2.34%) Dynamics NAV
3 4 (2.34%) SAP ERP
4 3 (1.75%) Dynamics GP
5 2 (1.17%) Dynamics CRM
5 2 (1.17%) SAP CO
5 2 (1.17%) SAP FI
5 2 (1.17%) SAP FI/CO
5 2 (1.17%) SAP FSCM
5 2 (1.17%) SAP MM
5 2 (1.17%) SAP PS
5 2 (1.17%) SAP SD
6 1 (0.58%) Oracle BPM
Cloud Services
1 8 (4.68%) Microsoft Azure
2 6 (3.51%) Responsys
2 6 (3.51%) SaaS
2 6 (3.51%) Taleo
3 4 (2.34%) IaaS
3 4 (2.34%) Office 365
3 4 (2.34%) PaaS
4 1 (0.58%) Force.com
Communications & Networking
1 5 (2.92%) SAN
Database & Business Intelligence
1 92 (53.80%) SQL Server
2 76 (44.44%) Data Warehouse
3 58 (33.92%) SQL Server Integration Services
4 42 (24.56%) SQL Server Reporting Services
5 26 (15.20%) Oracle Database
6 19 (11.11%) Relational Database
6 19 (11.11%) SQL Server Analysis Services
7 16 (9.36%) Big Data
8 15 (8.77%) MySQL
9 14 (8.19%) RDBMS
10 13 (7.60%) SQL Server 2008
10 13 (7.60%) SQL Server 2012
11 11 (6.43%) NoSQL
11 11 (6.43%) SQL Server 2014
12 10 (5.85%) Microsoft Analysis Services
12 10 (5.85%) OLTP
13 9 (5.26%) Base SAS
13 9 (5.26%) SAS EBI
14 8 (4.68%) BusinessObjects
15 7 (4.09%) Data Mining
Development Applications
1 27 (15.79%) Team Foundation Server
2 19 (11.11%) Toad
3 14 (8.19%) Visual Studio
4 9 (5.26%) Oracle Forms
5 8 (4.68%) NuGet
6 7 (4.09%) Subversion
7 5 (2.92%) Selenium
7 5 (2.92%) Selenium IDE
7 5 (2.92%) WebDriver
8 3 (1.75%) Talend Open Studio
9 2 (1.17%) JIRA
10 1 (0.58%) Git (software)
10 1 (0.58%) gulp
General
1 46 (26.90%) Finance
2 12 (7.02%) Banking
3 10 (5.85%) Telecoms
4 3 (1.75%) Financial Institution
5 2 (1.17%) Pharmaceutical
6 1 (0.58%) Legal
6 1 (0.58%) Marketing
Job Titles
1 64 (37.43%) Developer
2 37 (21.64%) Analyst
3 31 (18.13%) SQL Developer
4 22 (12.87%) Data Analyst
5 20 (11.70%) Business Intelligence Developer
5 20 (11.70%) DBA
6 17 (9.94%) Oracle DBA
7 16 (9.36%) ETL Analyst
8 15 (8.77%) Architect
9 14 (8.19%) C# Developer
9 14 (8.19%) SQL Analyst
10 13 (7.60%) Consultant
10 13 (7.60%) Database Engineer
10 13 (7.60%) SQL Data Analyst
11 12 (7.02%) Migration Engineer
11 12 (7.02%) Oracle Developer
12 11 (6.43%) Data Migration Engineer
12 11 (6.43%) T-SQL Developer
13 10 (5.85%) SQL BI Developer
13 10 (5.85%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 37 (21.64%) XML
2 33 (19.30%) Web Services
3 19 (11.11%) .NET
3 19 (11.11%) JSON
4 15 (8.77%) CSS
4 15 (8.77%) HTML
5 14 (8.19%) HTML5
6 13 (7.60%) Middleware
7 11 (6.43%) MDX
7 11 (6.43%) REST
8 9 (5.26%) Java EE
9 8 (4.68%) .NET Framework
9 8 (4.68%) ASP.NET
9 8 (4.68%) ASP.NET MVC
9 8 (4.68%) SOAP
10 7 (4.09%) Ajax
10 7 (4.09%) CSS3
11 6 (3.51%) Oracle Fusion
11 6 (3.51%) WebSphere MQ
11 6 (3.51%) XML Messaging
Miscellaneous
1 22 (12.87%) Analytical Skills
2 16 (9.36%) Management Information System
3 12 (7.02%) Computer Science
4 10 (5.85%) Enterprise Software
5 7 (4.09%) Mobile App
5 7 (4.09%) User Experience
6 6 (3.51%) iSeries
7 5 (2.92%) Data Structures
7 5 (2.92%) Fintech
7 5 (2.92%) Foreign Exchange (FX)
8 4 (2.34%) Private Cloud
9 2 (1.17%) Replication
10 1 (0.58%) Reference Data
Operating Systems
1 20 (11.70%) Linux
1 20 (11.70%) Unix
2 14 (8.19%) Windows
3 8 (4.68%) Red Hat Enterprise Linux
3 8 (4.68%) Windows Server
4 6 (3.51%) CentOS
4 6 (3.51%) Solaris
Processes & Methodologies
1 81 (47.37%) Business Intelligence
2 79 (46.20%) Agile Software Development
3 45 (26.32%) Data Modelling
4 33 (19.30%) Scrum
5 31 (18.13%) Migration
6 30 (17.54%) Analytics
7 20 (11.70%) ITIL
8 16 (9.36%) Data Migration
9 15 (8.77%) Data Analytics
9 15 (8.77%) Performance Tuning
9 15 (8.77%) Project Management
9 15 (8.77%) SOA
10 14 (8.19%) CRM
10 14 (8.19%) Data Management
10 14 (8.19%) SDLC
11 13 (7.60%) Data Analysis
12 12 (7.02%) Disaster Recovery
12 12 (7.02%) High Availability
12 12 (7.02%) Performance Monitoring
12 12 (7.02%) UML
Programming Languages
1 139 (81.29%) SQL
2 52 (30.41%) T-SQL
3 35 (20.47%) PL/SQL
4 28 (16.37%) C#
5 18 (10.53%) Java
6 17 (9.94%) JavaScript
7 12 (7.02%) Shell Script
8 10 (5.85%) VB.NET
9 6 (3.51%) RPG
9 6 (3.51%) RPG IV
10 4 (2.34%) ABAP
11 3 (1.75%) C++
11 3 (1.75%) R
12 2 (1.17%) C
12 2 (1.17%) Python
12 2 (1.17%) VBA
13 1 (0.58%) Data Analysis Expressions (DAX)
13 1 (0.58%) Scala
Qualifications
1 17 (9.94%) Degree
2 6 (3.51%) Security Cleared
3 5 (2.92%) ISEB
3 5 (2.92%) ISTQB
4 2 (1.17%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 21 (12.28%) Data Quality
2 5 (2.92%) QA
2 5 (2.92%) Sarbanes-Oxley
3 3 (1.75%) IFRS
3 3 (1.75%) IFRS 9
System Software
1 6 (3.51%) Oracle RAC
1 6 (3.51%) XenServer
2 1 (0.58%) HDFS
Systems Management
1 12 (7.02%) Oracle Enterprise Manager
2 7 (4.09%) HP Quality Center
3 6 (3.51%) Enterprise Manager Cloud Control
3 6 (3.51%) Opscode Chef
3 6 (3.51%) Oracle RMAN
3 6 (3.51%) Puppet
4 1 (0.58%) Oozie
Vendors
1 81 (47.37%) Oracle
2 24 (14.04%) Microsoft
3 21 (12.28%) Tableau
4 13 (7.60%) Sybase
5 12 (7.02%) IBM
5 12 (7.02%) Informatica
6 10 (5.85%) Cognos
6 10 (5.85%) HP
6 10 (5.85%) SAP
7 7 (4.09%) Xamarin
8 6 (3.51%) Sun
8 6 (3.51%) VMware
9 3 (1.75%) Sage
9 3 (1.75%) Salesforce.com
9 3 (1.75%) Talend
9 3 (1.75%) TIBCO
10 2 (1.17%) Ab Initio
10 2 (1.17%) Red Hat
11 1 (0.58%) Aprimo
11 1 (0.58%) Netezza
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