The table below looks at the statistics for ETL skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Berkshire
Rank 103 60 111
Rank change year-on-year
-43 +51
Permanent jobs citing ETL 81 210 121
As % of all permanent IT jobs located in Berkshire 2.34% 4.06% 2.21%
As % of the Processes & Methodologies category 2.73% 4.68% 2.58%
Number of salaries quoted 53 164 84
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year
- -4.76%
90% offered a salary of more than £28,500 £32,750 £41,250
10% offered a salary of more than £63,200 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Berkshire region.

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
2962 4490 4683
As % of all permanent IT jobs located in Berkshire 85.53% 86.86% 85.66%
Number of salaries quoted 2306 3652 3421
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £75,000 £73,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Berkshire

ETL
Salary Trend in Berkshire

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

ETL Salary Trend in Berkshire

ETL
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing ETL across the Berkshire region over the 3 months to 22 February 2017.

ETL Salary Histogram 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 February 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 0 36 £36,500 -8.75% 1
Maidenhead +21 14 £50,000 +5.26% 1
Wokingham +9 6 £58,250 +29.44%
Bracknell +4 6 £60,000 +14.28% 1
Slough -26 3 £67,500 +8.00%
Newbury - 2 - -
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 22 February 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.

1 141 (83.43%) SQL
2 85 (50.30%) SQL Server
3 83 (49.11%) Oracle
4 81 (47.93%) Business Intelligence
5 78 (46.15%) Agile Software Development
6 73 (43.20%) Data Warehouse
7 53 (31.36%) SQL Server Integration Services
8 45 (26.63%) SQL Server Reporting Services
9 44 (26.04%) T-SQL
10 43 (25.44%) XML
11 40 (23.67%) Finance
12 34 (20.12%) Web Services
12 34 (20.12%) PL/SQL
12 34 (20.12%) Data Modelling
13 29 (17.16%) Migration
14 27 (15.98%) C#
15 26 (15.38%) Java
16 25 (14.79%) Oracle Database
17 23 (13.61%) Data Quality
18 22 (13.02%) Analytics
19 21 (12.43%) Scrum
20 20 (11.83%) IBM
20 20 (11.83%) Analytical Skills
21 19 (11.24%) ITIL
22 18 (10.65%) Data Management
22 18 (10.65%) WebLogic
22 18 (10.65%) .NET
22 18 (10.65%) SOA
22 18 (10.65%) MS Excel
22 18 (10.65%) Middleware

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 18 (10.65%) WebLogic
2 17 (10.06%) SAS
3 14 (8.28%) Oracle SOA Suite
4 13 (7.69%) GlassFish
4 13 (7.69%) JBoss
4 13 (7.69%) Tomcat
5 11 (6.51%) WebSphere
6 6 (3.55%) Apache Spark
7 5 (2.96%) Oracle Service Bus
8 4 (2.37%) IIS
9 3 (1.78%) SharePoint
10 1 (0.59%) SugarCRM
Applications
1 18 (10.65%) MS Excel
2 3 (1.78%) MS Visio
Business Applications
1 6 (3.55%) Eloqua
2 5 (2.96%) Oracle EBS
3 4 (2.37%) SAP ERP
4 3 (1.78%) BusinessWare
4 3 (1.78%) Dynamics NAV
5 2 (1.18%) Dynamics CRM
5 2 (1.18%) Dynamics GP
6 1 (0.59%) Oracle BPM
Cloud Services
1 8 (4.73%) Microsoft Azure
2 5 (2.96%) Responsys
2 5 (2.96%) SaaS
2 5 (2.96%) Taleo
3 4 (2.37%) IaaS
3 4 (2.37%) Office 365
3 4 (2.37%) PaaS
4 1 (0.59%) Force.com
4 1 (0.59%) SuccessFactors
Communications & Networking
1 5 (2.96%) SAN
Database & Business Intelligence
1 85 (50.30%) SQL Server
2 73 (43.20%) Data Warehouse
3 53 (31.36%) SQL Server Integration Services
4 45 (26.63%) SQL Server Reporting Services
5 25 (14.79%) Oracle Database
6 18 (10.65%) Relational Database
7 16 (9.47%) SQL Server 2008
7 16 (9.47%) SQL Server Analysis Services
8 15 (8.88%) MySQL
9 14 (8.28%) Big Data
9 14 (8.28%) RDBMS
10 13 (7.69%) SQL Server 2012
11 12 (7.10%) SQL Server 2014
12 11 (6.51%) Base SAS
12 11 (6.51%) SAS EBI
13 10 (5.92%) Microsoft Analysis Services
14 9 (5.33%) NoSQL
14 9 (5.33%) QlikView
15 6 (3.55%) OLTP
15 6 (3.55%) Oracle Reports
Development Applications
1 17 (10.06%) Team Foundation Server
1 17 (10.06%) Toad
2 14 (8.28%) Visual Studio
3 8 (4.73%) Oracle Forms
4 4 (2.37%) Selenium
4 4 (2.37%) Selenium IDE
4 4 (2.37%) WebDriver
5 3 (1.78%) Talend Open Studio
6 2 (1.18%) JIRA
General
1 40 (23.67%) Finance
2 16 (9.47%) Banking
3 4 (2.37%) Telecoms
4 3 (1.78%) Financial Institution
5 2 (1.18%) Pharmaceutical
6 1 (0.59%) Legal
Job Titles
1 69 (40.83%) Developer
2 36 (21.30%) Analyst
3 28 (16.57%) SQL Developer
4 19 (11.24%) Business Intelligence Developer
5 17 (10.06%) DBA
5 17 (10.06%) T-SQL Developer
6 15 (8.88%) Architect
6 15 (8.88%) Oracle DBA
7 14 (8.28%) Consultant
7 14 (8.28%) Data Analyst
7 14 (8.28%) Support Analyst
8 13 (7.69%) Database Engineer
9 12 (7.10%) Migration Engineer
10 11 (6.51%) Applications Support
10 11 (6.51%) Applications Support Analyst
10 11 (6.51%) Data Migration Engineer
10 11 (6.51%) ETL Analyst
10 11 (6.51%) Oracle Developer
10 11 (6.51%) SAS Developer
11 10 (5.92%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 43 (25.44%) XML
2 34 (20.12%) Web Services
3 18 (10.65%) .NET
3 18 (10.65%) Middleware
4 17 (10.06%) JSON
5 13 (7.69%) Java EE
6 12 (7.10%) MDX
7 11 (6.51%) WebSphere MQ
8 9 (5.33%) CSS
8 9 (5.33%) XML Messaging
9 7 (4.14%) CSS3
9 7 (4.14%) HTML
9 7 (4.14%) HTML5
10 5 (2.96%) Oracle Fusion
11 3 (1.78%) MSMQ
12 2 (1.18%) ASP.NET
12 2 (1.18%) ASP.NET MVC
12 2 (1.18%) ASP.NET MVC 4
12 2 (1.18%) ASP.NET MVC 5
12 2 (1.18%) REST
Miscellaneous
1 20 (11.83%) Analytical Skills
2 15 (8.88%) Management Information System
3 10 (5.92%) Computer Science
4 9 (5.33%) Enterprise Software
4 9 (5.33%) iSeries
5 5 (2.96%) Data Structures
5 5 (2.96%) Fintech
6 4 (2.37%) Private Cloud
7 3 (1.78%) Foreign Exchange (FX)
7 3 (1.78%) User Experience
8 1 (0.59%) Reference Data
8 1 (0.59%) Replication
Operating Systems
1 14 (8.28%) Linux
2 13 (7.69%) Unix
3 7 (4.14%) Red Hat Enterprise Linux
4 5 (2.96%) CentOS
4 5 (2.96%) Solaris
4 5 (2.96%) Windows
5 3 (1.78%) AIX
Processes & Methodologies
1 81 (47.93%) Business Intelligence
2 78 (46.15%) Agile Software Development
3 34 (20.12%) Data Modelling
4 29 (17.16%) Migration
5 22 (13.02%) Analytics
6 21 (12.43%) Scrum
7 19 (11.24%) ITIL
8 18 (10.65%) Data Management
8 18 (10.65%) SOA
9 15 (8.88%) Data Migration
9 15 (8.88%) Project Management
10 14 (8.28%) Service Management
10 14 (8.28%) Waterfall
11 13 (7.69%) Data Governance
11 13 (7.69%) Data Integration
12 12 (7.10%) Data Analytics
12 12 (7.10%) Dimensional Modelling
12 12 (7.10%) Performance Tuning
12 12 (7.10%) Presales
13 10 (5.92%) Performance Monitoring
Programming Languages
1 141 (83.43%) SQL
2 44 (26.04%) T-SQL
3 34 (20.12%) PL/SQL
4 27 (15.98%) C#
5 26 (15.38%) Java
6 16 (9.47%) VB.NET
7 11 (6.51%) JavaScript
8 9 (5.33%) RPG
8 9 (5.33%) RPG IV
9 8 (4.73%) Shell Script
10 3 (1.78%) C++
11 2 (1.18%) C
11 2 (1.18%) VBA
12 1 (0.59%) ABAP
12 1 (0.59%) Data Analysis Expressions (DAX)
12 1 (0.59%) R
12 1 (0.59%) Scala
Qualifications
1 15 (8.88%) Degree
2 5 (2.96%) Security Cleared
3 4 (2.37%) ISEB
3 4 (2.37%) ISTQB
4 2 (1.18%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 23 (13.61%) Data Quality
2 5 (2.96%) Sarbanes-Oxley
3 4 (2.37%) QA
4 3 (1.78%) IFRS
4 3 (1.78%) IFRS 9
System Software
1 5 (2.96%) Oracle RAC
1 5 (2.96%) XenServer
2 1 (0.59%) HDFS
Systems Management
1 10 (5.92%) Oracle Enterprise Manager
2 6 (3.55%) HP Quality Center
3 5 (2.96%) Enterprise Manager Cloud Control
3 5 (2.96%) Opscode Chef
3 5 (2.96%) Oracle RMAN
3 5 (2.96%) Puppet
4 1 (0.59%) Oozie
Vendors
1 83 (49.11%) Oracle
2 20 (11.83%) IBM
3 18 (10.65%) Tableau
4 16 (9.47%) Microsoft
5 14 (8.28%) Informatica
6 13 (7.69%) Sybase
7 8 (4.73%) Cognos
8 7 (4.14%) HP
8 7 (4.14%) SAP
9 5 (2.96%) Ab Initio
9 5 (2.96%) Sun
9 5 (2.96%) VMware
10 3 (1.78%) Salesforce.com
10 3 (1.78%) Talend
10 3 (1.78%) TIBCO
10 3 (1.78%) Vitria
10 3 (1.78%) webMethods
11 2 (1.18%) Red Hat
11 2 (1.18%) Sage
12 1 (0.59%) MicroStrategy
Berkshire
Computer People
Salary: £45000.00 - £52000.00 per annum
Posted: 14 hours ago
Bracknell
Venturi
Salary: £350 - £500 per day
Posted: 10 days ago
Berkshire
Computer People
Salary: £45000.00 - £52000.00 per annum
Posted: 6 days ago
Reading, Berkshire
CGI
Salary: £50000 - £60000 per annum + benefits
Posted: 23 days ago