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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 111 92 130
Rank change year-on-year
-19 +38
Permanent jobs citing ETL 107 135 93
As % of all permanent IT jobs located in Berkshire 2.41% 2.70% 1.68%
As % of the Processes & Methodologies category 2.74% 3.18% 2.09%
Number of salaries quoted 97 95 79
Median salary £55,000 £57,500 £55,000
Median salary % change year-on-year
-4.34% +4.54%
90% offered a salary of more than £40,000 £40,000 £39,800
10% offered a salary of more than £80,000 £71,500 £65,000
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
ETL
South East

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
3903 4244 4441
As % of all permanent IT jobs located in Berkshire 88.08% 84.83% 80.38%
Number of salaries quoted 3088 3115 3044
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £35,000 £35,000 £30,000
10% offered a salary of more than £72,500 £75,000 £70,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 July 2016.

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 26 July 2016. 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
(Click see detailed
statistics and trends)
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
Slough +5 20 £57,500 -6.12% 5
Reading -7 19 £55,000 +33.33% 1
Bracknell +2 11 £70,000 +48.93%
Maidenhead +2 9 £47,500 +106.52%
Wokingham -13 2 £57,500 +69.11%
Windsor -6 1 £42,500 -22.72%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 26 July 2016, 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.

1 108 (51.18%) SQL Server
2 101 (47.87%) Business Intelligence
3 90 (42.65%) Data Warehouse
3 90 (42.65%) SQL
4 81 (38.39%) Oracle
5 79 (37.44%) SOA
6 66 (31.28%) Agile Software Development
7 60 (28.44%) ITIL
8 52 (24.64%) Finance
9 46 (21.80%) SQL Server Integration Services
10 45 (21.33%) Middleware
11 44 (20.85%) Data Modelling
12 43 (20.38%) BusinessObjects
13 42 (19.91%) XML
14 39 (18.48%) Cognos
15 38 (18.01%) TOGAF
16 37 (17.54%) Stakeholder Management
17 35 (16.59%) T-SQL
18 34 (16.11%) Data Quality
19 32 (15.17%) SQL Server Reporting Services
20 31 (14.69%) Microsoft
21 30 (14.22%) C#
21 30 (14.22%) JavaScript
21 30 (14.22%) Waterfall
22 29 (13.74%) .NET
22 29 (13.74%) WebSphere
22 29 (13.74%) SQL Server 2008
23 28 (13.27%) Data Management
23 28 (13.27%) IBM
23 28 (13.27%) WebSphere MQ

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 29 (13.74%) WebSphere
2 9 (4.27%) CMS
3 8 (3.79%) IIS
3 8 (3.79%) Tomcat
4 5 (2.37%) Apache Pig
4 5 (2.37%) Apache Spark
4 5 (2.37%) Elasticsearch
5 4 (1.90%) SharePoint
6 3 (1.42%) SAS
7 1 (0.47%) Apache
7 1 (0.47%) JBoss
Applications
1 23 (10.90%) MS Excel
2 2 (0.95%) MS Office
Business Applications
1 2 (0.95%) Cognos Business Intelligence
1 2 (0.95%) Eloqua
Cloud Services
1 14 (6.64%) SaaS
2 5 (2.37%) Microsoft Azure
3 2 (0.95%) Oracle CX
4 1 (0.47%) Office 365
Communications & Networking
1 6 (2.84%) S/MIME
1 6 (2.84%) SSL
2 1 (0.47%) DNS
2 1 (0.47%) FTP
2 1 (0.47%) NFC
2 1 (0.47%) RFID
Database & Business Intelligence
1 108 (51.18%) SQL Server
2 90 (42.65%) Data Warehouse
3 46 (21.80%) SQL Server Integration Services
4 43 (20.38%) BusinessObjects
5 32 (15.17%) SQL Server Reporting Services
6 29 (13.74%) SQL Server 2008
7 25 (11.85%) DataStage
8 24 (11.37%) SQL Server Analysis Services
9 23 (10.90%) DB2
10 21 (9.95%) Relational Database
11 17 (8.06%) Big Data
11 17 (8.06%) SQL Server 2012
12 16 (7.58%) SQL Server 2014
13 15 (7.11%) Data Mining
14 14 (6.64%) Oracle ODI
14 14 (6.64%) SAP BW
15 13 (6.16%) Oracle Database
16 11 (5.21%) RDBMS
17 10 (4.74%) Hadoop
18 9 (4.27%) PowerCenter
Development Applications
1 9 (4.27%) JIRA
2 6 (2.84%) Toad
2 6 (2.84%) Visual Studio
3 4 (1.90%) SQL Server Management Studio (SSMS)
4 2 (0.95%) Talend Open Studio
4 2 (0.95%) Team Foundation Server
General
1 52 (24.64%) Finance
2 15 (7.11%) Telecoms
3 14 (6.64%) Retail
4 13 (6.16%) Banking
5 11 (5.21%) Legal
5 11 (5.21%) Marketing
6 10 (4.74%) Billing
7 9 (4.27%) Publishing
8 5 (2.37%) Automotive
9 4 (1.90%) Financial Institution
10 2 (0.95%) Pharmaceutical
11 1 (0.47%) Law
Job Titles
1 54 (25.59%) Architect
2 41 (19.43%) Developer
3 31 (14.69%) Analyst
4 26 (12.32%) Applications Support
4 26 (12.32%) Business Intelligence Architect
4 26 (12.32%) Business Intelligence Developer
5 18 (8.53%) Business Intelligence Manager
5 18 (8.53%) SSIS Developer
6 16 (7.58%) Data Manager
6 16 (7.58%) Integration Manager
7 15 (7.11%) Data Integration Manager
7 15 (7.11%) Integration Architect
7 15 (7.11%) SQL Developer
8 14 (6.64%) Data Warehouse Developer
8 14 (6.64%) DBA
8 14 (6.64%) Solutions Architect
9 13 (6.16%) Data Architect
10 11 (5.21%) Development Manager
10 11 (5.21%) Lead Architect
10 11 (5.21%) SAP Manager
Libraries, Frameworks & Software Standards
1 45 (21.33%) Middleware
2 42 (19.91%) XML
3 29 (13.74%) .NET
4 28 (13.27%) WebSphere MQ
5 27 (12.80%) ASP.NET
5 27 (12.80%) ASP.NET MVC
5 27 (12.80%) ASP.NET MVC 4
5 27 (12.80%) ASP.NET MVC 5
5 27 (12.80%) ASP.NET Web Forms
6 15 (7.11%) MDX
7 14 (6.64%) Oracle Fusion
7 14 (6.64%) Oracle GoldenGate
8 10 (4.74%) REST
9 6 (2.84%) J2EE
10 5 (2.37%) Kafka
10 5 (2.37%) Web Services
11 3 (1.42%) CSS
11 3 (1.42%) JSON
11 3 (1.42%) SOAP
12 2 (0.95%) RESTful
Miscellaneous
1 23 (10.90%) Analytical Skills
2 22 (10.43%) Data Integration
3 13 (6.16%) Management Information System
4 8 (3.79%) Replication
5 7 (3.32%) Clustering
5 7 (3.32%) IBM Mainframe
5 7 (3.32%) Mainframe
5 7 (3.32%) Mobile App
5 7 (3.32%) Statistics
6 5 (2.37%) Computer Science
6 5 (2.37%) Visualisation
7 4 (1.90%) Enterprise Software
8 3 (1.42%) Data Structures
9 2 (0.95%) Algorithms
9 2 (0.95%) Data Extraction
9 2 (0.95%) iSeries
9 2 (0.95%) NHS
9 2 (0.95%) Reference Data
9 2 (0.95%) SCADA
9 2 (0.95%) Smart Meter
Operating Systems
1 7 (3.32%) Unix
2 6 (2.84%) Linux
2 6 (2.84%) Windows
3 2 (0.95%) Android
3 2 (0.95%) Apple iOS
4 1 (0.47%) Red Hat Enterprise Linux
4 1 (0.47%) Windows Server
Processes & Methodologies
1 101 (47.87%) Business Intelligence
2 79 (37.44%) SOA
3 66 (31.28%) Agile Software Development
4 60 (28.44%) ITIL
5 44 (20.85%) Data Modelling
6 38 (18.01%) TOGAF
7 37 (17.54%) Stakeholder Management
8 30 (14.22%) Waterfall
9 28 (13.27%) Data Management
10 27 (12.80%) MVC
10 27 (12.80%) UML
11 21 (9.95%) Performance Tuning
12 20 (9.48%) Analytics
12 20 (9.48%) SDLC
13 18 (8.53%) Data Governance
13 18 (8.53%) Mentoring
14 16 (7.58%) Migration
15 15 (7.11%) Presales
15 15 (7.11%) Project Management
15 15 (7.11%) Scrum
Programming Languages
1 90 (42.65%) SQL
2 35 (16.59%) T-SQL
3 30 (14.22%) C#
3 30 (14.22%) JavaScript
4 25 (11.85%) PL/SQL
5 8 (3.79%) Data Analysis Expressions (DAX)
5 8 (3.79%) Java
6 5 (2.37%) Shell Script
7 4 (1.90%) PowerShell
8 3 (1.42%) Python
9 2 (0.95%) C++
9 2 (0.95%) R
10 1 (0.47%) ABAP
10 1 (0.47%) C
10 1 (0.47%) SAPscript
10 1 (0.47%) VB.NET
10 1 (0.47%) VBA
Qualifications
1 24 (11.37%) Degree
2 9 (4.27%) Oracle Certification
3 8 (3.79%) ISEB
4 2 (0.95%) PMI Certification
5 1 (0.47%) Security Cleared
Quality Assurance & Compliance
1 34 (16.11%) Data Quality
2 12 (5.69%) QA
3 3 (1.42%) PCI DSS
3 3 (1.42%) Sarbanes-Oxley
System Software
1 5 (2.37%) HDFS
2 1 (0.47%) Active Directory
Systems Management
1 5 (2.37%) Hadoop YARN
2 2 (0.95%) SCCM
3 1 (0.47%) Jitterbit
3 1 (0.47%) MOM
Vendors
1 81 (38.39%) Oracle
2 39 (18.48%) Cognos
3 31 (14.69%) Microsoft
4 28 (13.27%) IBM
5 24 (11.37%) SAP
6 15 (7.11%) Ab Initio
6 15 (7.11%) Casewise
6 15 (7.11%) webMethods
7 12 (5.69%) Software AG
8 10 (4.74%) Salesforce.com
9 9 (4.27%) Informatica
10 4 (1.90%) Tableau
11 3 (1.42%) Citrix
11 3 (1.42%) HP
12 2 (0.95%) ESRI
12 2 (0.95%) Siebel
12 2 (0.95%) Splunk
12 2 (0.95%) Talend
13 1 (0.47%) Cloudera
13 1 (0.47%) MapR
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