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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Berkshire
Rank 113 57 123
Rank change year-on-year
-56 +66
Permanent jobs citing ETL 78 221 107
As % of all permanent IT jobs located in Berkshire 2.12% 4.13% 2.02%
As % of the Processes & Methodologies category 2.48% 4.79% 2.38%
Number of salaries quoted 58 183 77
Median salary £50,000 £47,500 £52,500
Median salary % change year-on-year
+5.26% -9.52%
90% offered a salary of more than £27,500 £33,000 £40,000
10% offered a salary of more than £70,000 £68,488 £70,000
UK excluding London median salary £45,000 £44,614 £45,000
% change year-on-year
+0.86% -0.85%

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
3150 4613 4491
As % of all permanent IT jobs located in Berkshire 85.60% 86.19% 84.90%
Number of salaries quoted 2388 3754 3175
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 £32,500
10% offered a salary of more than £75,000 £72,500 £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 18 January 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 18 January 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 -6 29 £28,500 -28.75% 5
Maidenhead +19 15 £60,500 -19.33%
Wokingham +8 7 £50,000 +11.11%
Slough -19 4 £40,000 -20.00%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 18 January 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.

1 140 (82.84%) SQL
2 92 (54.44%) Business Intelligence
3 82 (48.52%) SQL Server
4 80 (47.34%) Data Warehouse
5 70 (41.42%) Oracle
6 69 (40.83%) Agile Software Development
7 57 (33.73%) SQL Server Integration Services
8 45 (26.63%) SQL Server Reporting Services
9 44 (26.04%) T-SQL
9 44 (26.04%) Data Modelling
10 41 (24.26%) XML
11 39 (23.08%) Finance
12 30 (17.75%) Migration
12 30 (17.75%) Data Quality
13 28 (16.57%) PL/SQL
14 27 (15.98%) Web Services
15 24 (14.20%) SOA
15 24 (14.20%) C#
16 23 (13.61%) Data Management
17 22 (13.02%) Java
17 22 (13.02%) Analytical Skills
18 20 (11.83%) Analytics
19 19 (11.24%) .NET
19 19 (11.24%) ITIL
19 19 (11.24%) MDX
20 17 (10.06%) Middleware
20 17 (10.06%) SAS
20 17 (10.06%) MS Excel
20 17 (10.06%) IBM
20 17 (10.06%) Microsoft

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 17 (10.06%) SAS
2 16 (9.47%) WebLogic
3 14 (8.28%) Oracle SOA Suite
3 14 (8.28%) WebSphere
4 13 (7.69%) GlassFish
4 13 (7.69%) JBoss
4 13 (7.69%) Tomcat
5 6 (3.55%) Apache Spark
6 3 (1.78%) Oracle Service Bus
7 1 (0.59%) SharePoint
7 1 (0.59%) SugarCRM
Applications
1 17 (10.06%) MS Excel
Business Applications
1 4 (2.37%) Eloqua
2 3 (1.78%) BusinessWare
2 3 (1.78%) Oracle EBS
2 3 (1.78%) SAP ERP
3 2 (1.18%) Dynamics CRM
Cloud Services
1 7 (4.14%) Microsoft Azure
2 3 (1.78%) IaaS
2 3 (1.78%) Office 365
2 3 (1.78%) PaaS
2 3 (1.78%) Responsys
2 3 (1.78%) SaaS
2 3 (1.78%) Taleo
3 2 (1.18%) SuccessFactors
4 1 (0.59%) Force.com
Communications & Networking
1 6 (3.55%) SAN
2 1 (0.59%) NAS
Database & Business Intelligence
1 82 (48.52%) SQL Server
2 80 (47.34%) Data Warehouse
3 57 (33.73%) SQL Server Integration Services
4 45 (26.63%) SQL Server Reporting Services
5 17 (10.06%) SQL Server 2012
6 16 (9.47%) MySQL
6 16 (9.47%) Oracle Database
6 16 (9.47%) SQL Server 2014
7 15 (8.88%) Relational Database
7 15 (8.88%) SQL Server Analysis Services
8 13 (7.69%) QlikView
9 12 (7.10%) Big Data
9 12 (7.10%) SAS EBI
9 12 (7.10%) SQL Server 2008
10 10 (5.92%) PowerCenter
10 10 (5.92%) RDBMS
11 9 (5.33%) DB2
12 8 (4.73%) Microsoft Analysis Services
12 8 (4.73%) OLAP
12 8 (4.73%) OLTP
Development Applications
1 15 (8.88%) Team Foundation Server
1 15 (8.88%) Toad
2 13 (7.69%) Visual Studio
3 6 (3.55%) Oracle Forms
4 3 (1.78%) JIRA
4 3 (1.78%) Talend Open Studio
5 2 (1.18%) SQL Server Management Studio (SSMS)
General
1 39 (23.08%) Finance
2 17 (10.06%) Banking
3 3 (1.78%) Legal
4 2 (1.18%) Pharmaceutical
5 1 (0.59%) Marketing
Job Titles
1 73 (43.20%) Developer
2 31 (18.34%) Analyst
2 31 (18.34%) SQL Developer
3 30 (17.75%) Business Intelligence Developer
4 19 (11.24%) SQL BI Developer
5 18 (10.65%) Architect
6 15 (8.88%) T-SQL Developer
7 14 (8.28%) Applications Support
7 14 (8.28%) Consultant
7 14 (8.28%) Support Analyst
8 13 (7.69%) Database Engineer
8 13 (7.69%) SSIS Developer
9 12 (7.10%) Migration Engineer
9 12 (7.10%) SAS BI Developer
9 12 (7.10%) SAS Developer
10 11 (6.51%) Applications Support Analyst
10 11 (6.51%) Data Analyst
10 11 (6.51%) Data Migration Engineer
11 10 (5.92%) Data Consultant
11 10 (5.92%) Informatica Engineer
Libraries, Frameworks & Software Standards
1 41 (24.26%) XML
2 27 (15.98%) Web Services
3 19 (11.24%) .NET
3 19 (11.24%) MDX
4 17 (10.06%) Middleware
5 14 (8.28%) JSON
5 14 (8.28%) WebSphere MQ
6 13 (7.69%) Java EE
7 9 (5.33%) XML Messaging
8 5 (2.96%) ASP.NET
8 5 (2.96%) ASP.NET MVC
8 5 (2.96%) ASP.NET MVC 4
8 5 (2.96%) ASP.NET MVC 5
8 5 (2.96%) ASP.NET Web Forms
8 5 (2.96%) CSS
9 3 (1.78%) CSS3
9 3 (1.78%) HTML
9 3 (1.78%) HTML5
9 3 (1.78%) Oracle Fusion
10 1 (0.59%) LAMP
Miscellaneous
1 22 (13.02%) Analytical Skills
2 15 (8.88%) Data Integration
3 12 (7.10%) Management Information System
4 10 (5.92%) Computer Science
4 10 (5.92%) Statistics
5 9 (5.33%) iSeries
6 6 (3.55%) Enterprise Software
7 5 (2.96%) Data Structures
8 3 (1.78%) Mathematics
8 3 (1.78%) Physics
8 3 (1.78%) Private Cloud
9 2 (1.18%) Fintech
9 2 (1.18%) Replication
10 1 (0.59%) Clustering
10 1 (0.59%) Data Extraction
10 1 (0.59%) EMC VMAX
10 1 (0.59%) EMC VNX
10 1 (0.59%) Reference Data
Operating Systems
1 9 (5.33%) Linux
2 7 (4.14%) Unix
3 5 (2.96%) Red Hat Enterprise Linux
4 4 (2.37%) Windows
5 3 (1.78%) AIX
5 3 (1.78%) CentOS
5 3 (1.78%) Solaris
Processes & Methodologies
1 92 (54.44%) Business Intelligence
2 69 (40.83%) Agile Software Development
3 44 (26.04%) Data Modelling
4 30 (17.75%) Migration
5 24 (14.20%) SOA
6 23 (13.61%) Data Management
7 20 (11.83%) Analytics
8 19 (11.24%) ITIL
9 16 (9.47%) Data Migration
10 15 (8.88%) Performance Tuning
11 14 (8.28%) Kimball Methodology
11 14 (8.28%) Master Data Management
12 13 (7.69%) Data Governance
12 13 (7.69%) Project Management
12 13 (7.69%) Waterfall
13 12 (7.10%) Dimensional Modelling
14 11 (6.51%) Presales
14 11 (6.51%) Scrum
14 11 (6.51%) Service Management
15 10 (5.92%) Data Analytics
Programming Languages
1 140 (82.84%) SQL
2 44 (26.04%) T-SQL
3 28 (16.57%) PL/SQL
4 24 (14.20%) C#
5 22 (13.02%) Java
6 12 (7.10%) VB.NET
7 9 (5.33%) JavaScript
7 9 (5.33%) RPG
7 9 (5.33%) RPG IV
8 8 (4.73%) Data Analysis Expressions (DAX)
9 5 (2.96%) C
10 3 (1.78%) Shell Script
11 1 (0.59%) PHP
11 1 (0.59%) R
11 1 (0.59%) Scala
11 1 (0.59%) VBA
Qualifications
1 15 (8.88%) Degree
2 3 (1.78%) Security Cleared
3 2 (1.18%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 30 (17.75%) Data Quality
2 2 (1.18%) Sarbanes-Oxley
System Software
1 3 (1.78%) Oracle RAC
1 3 (1.78%) XenServer
2 1 (0.59%) Firmware
2 1 (0.59%) HDFS
2 1 (0.59%) SRDF
2 1 (0.59%) VMware Infrastructure
Systems Management
1 6 (3.55%) Oracle Enterprise Manager
2 3 (1.78%) Enterprise Manager Cloud Control
2 3 (1.78%) Opscode Chef
2 3 (1.78%) Oracle RMAN
2 3 (1.78%) Puppet
3 2 (1.18%) HP Quality Center
4 1 (0.59%) EMC VPLEX
4 1 (0.59%) Microsoft Clustering
4 1 (0.59%) Oozie
Vendors
1 70 (41.42%) Oracle
2 17 (10.06%) IBM
2 17 (10.06%) Informatica
2 17 (10.06%) Microsoft
3 16 (9.47%) Tableau
4 13 (7.69%) Sybase
5 9 (5.33%) Cognos
6 8 (4.73%) SAP
7 5 (2.96%) Ab Initio
8 4 (2.37%) VMware
9 3 (1.78%) Salesforce.com
9 3 (1.78%) Sun
9 3 (1.78%) Talend
9 3 (1.78%) TIBCO
9 3 (1.78%) Vitria
9 3 (1.78%) webMethods
10 2 (1.18%) HP
10 2 (1.18%) Red Hat
11 1 (0.59%) EXASOL
11 1 (0.59%) Jaspersoft
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