The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Berkshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 206 189 205
Rank change year-on-year
-17 +16
Permanent jobs citing Data Mining 19 39 24
As % of all permanent IT jobs located in Berkshire 0.32% 0.69% 0.44%
As % of the Database & Business Intelligence category 1.55% 2.87% 1.35%
Number of salaries quoted 6 23 22
Average salary £50,000 £57,500 £50,000
Average salary % change year-on-year
-13.04% +15.00%
90% offered a salary of more than £40,000 £35,000 £31,500
10% offered a salary of more than £60,000 £74,000 £70,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
Data Mining
South East

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

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1225 1360 1777
As % of all permanent IT jobs located in Berkshire 20.69% 24.22% 32.22%
Number of salaries quoted 947 1160 1603
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £65,000 £57,500 £62,500
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

Data Mining
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Berkshire region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Berkshire

Data Mining
Salary Trend in Berkshire

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

Data Mining Salary Trend in Berkshire

Data Mining
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Berkshire region over the 3 months to 19 September 2014.

Data Mining Salary Histogram in Berkshire

Data Mining
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Berkshire region over the 3 months to 19 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading -4 16 £45,000 +16.12% 1
Newbury +5 1 £60,000 +13.20%
Slough -3 1 £40,000 -30.43% 1
Bracknell -11 1 £60,000 -
Maidenhead - 1 £40,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 19 September 2014, IT jobs across the Berkshire region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 20 (47.62%) Telecoms
2 17 (40.48%) SQL
3 14 (33.33%) Degree
4 13 (30.95%) SQL Server
4 13 (30.95%) Business Intelligence
4 13 (30.95%) Microsoft
5 11 (26.19%) Internet
5 11 (26.19%) Data Modelling
5 11 (26.19%) Computer Science
6 9 (21.43%) SC Cleared
6 9 (21.43%) Security Cleared
6 9 (21.43%) Broadband
6 9 (21.43%) .NET
6 9 (21.43%) C#
6 9 (21.43%) CRM
6 9 (21.43%) Smartphone
6 9 (21.43%) Subversion
6 9 (21.43%) SQL Server Reporting Services
6 9 (21.43%) Law
6 9 (21.43%) Legal
7 8 (19.05%) MS Excel
8 7 (16.67%) Data Warehouse
8 7 (16.67%) T-SQL
8 7 (16.67%) Project Management
8 7 (16.67%) Agile Software Development
9 6 (14.29%) SQL Server Integration Services
9 6 (14.29%) Requirements Analysis
9 6 (14.29%) Marketing
9 6 (14.29%) Wireless
9 6 (14.29%) Quality Management

Data Mining
Top Related IT Skills in Berkshire by Category

For the 6 months to 19 September 2014, IT jobs across the Berkshire region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 3 (7.14%) SharePoint
1 3 (7.14%) SAS
1 3 (7.14%) BizTalk Server
2 2 (4.76%) IIS
3 1 (2.38%) Apache
Applications
1 8 (19.05%) MS Excel
2 3 (7.14%) MS Visio
2 3 (7.14%) MS Office
2 3 (7.14%) PowerPivot
3 2 (4.76%) MS PowerPoint
Business Applications
1 2 (4.76%) Dynamics CRM
Cloud Services
1 4 (9.52%) SaaS
2 2 (4.76%) Office 365
Communications & Networking
1 11 (26.19%) Internet
2 9 (21.43%) Broadband
3 6 (14.29%) Wireless
4 4 (9.52%) Firewall
5 3 (7.14%) LAN
5 3 (7.14%) WAN
5 3 (7.14%) DMVPN
6 2 (4.76%) TCP/IP
6 2 (4.76%) VPN
6 2 (4.76%) VoIP
6 2 (4.76%) Wi-Fi
6 2 (4.76%) 3G
7 1 (2.38%) Network Security
Database & Business Intelligence
1 13 (30.95%) SQL Server
2 9 (21.43%) SQL Server Reporting Services
3 7 (16.67%) Data Warehouse
4 6 (14.29%) SQL Server Integration Services
4 6 (14.29%) SQL Server Analysis Services
5 5 (11.90%) Relational Database
6 4 (9.52%) Big Data
6 4 (9.52%) OLAP
6 4 (9.52%) Text Mining
7 3 (7.14%) Star Schema
7 3 (7.14%) MS Access
7 3 (7.14%) OLTP
7 3 (7.14%) SSDT
7 3 (7.14%) PerformancePoint
7 3 (7.14%) Business Intelligence Development Studio
7 3 (7.14%) QlikView
8 2 (4.76%) MySQL
8 2 (4.76%) Microsoft Analysis Services
9 1 (2.38%) RDBMS
Development Applications
1 9 (21.43%) Subversion
2 6 (14.29%) Visual Studio
3 4 (9.52%) JIRA
3 4 (9.52%) TeamCity
4 3 (7.14%) Team Foundation Server
4 3 (7.14%) SQL Server Management Studio (SSMS)
4 3 (7.14%) VSS/SourceSafe
General
1 20 (47.62%) Telecoms
2 9 (21.43%) Law
2 9 (21.43%) Legal
3 6 (14.29%) Marketing
4 5 (11.90%) Finance
5 4 (9.52%) Pharmaceutical
6 3 (7.14%) Billing
7 2 (4.76%) Back Office
7 2 (4.76%) Games
7 2 (4.76%) Retail
8 1 (2.38%) Advertising
Job Titles
1 12 (28.57%) Developer
2 9 (21.43%) Technical Specialist
3 6 (14.29%) Architect
3 6 (14.29%) Solutions Architect
3 6 (14.29%) .NET Developer
4 5 (11.90%) OSS Architect
5 4 (9.52%) C# ASP.NET Developer
5 4 (9.52%) C# .NET Developer
5 4 (9.52%) ASP.NET Developer
5 4 (9.52%) C# Developer
5 4 (9.52%) WPF Developer
5 4 (9.52%) BSS Architect
6 3 (7.14%) Consultant
6 3 (7.14%) Analyst
6 3 (7.14%) Data Manager
7 2 (4.76%) Senior Business Consultant
7 2 (4.76%) PHP Developer
7 2 (4.76%) Technical Manager
7 2 (4.76%) Designer
7 2 (4.76%) Technical Leader
Libraries, Frameworks & Software Standards
1 9 (21.43%) .NET
2 6 (14.29%) jQuery
3 4 (9.52%) Lucene
3 4 (9.52%) ASP.NET MVC
3 4 (9.52%) ASP.NET
3 4 (9.52%) MDX
3 4 (9.52%) WCF
3 4 (9.52%) WPF
4 3 (7.14%) Natural Language Processing
5 2 (4.76%) HTML
5 2 (4.76%) .NET Framework
5 2 (4.76%) RESTful
5 2 (4.76%) Symfony
5 2 (4.76%) CodeIgniter
5 2 (4.76%) CakePHP
5 2 (4.76%) CSS
5 2 (4.76%) LAMP
Miscellaneous
1 11 (26.19%) Computer Science
2 9 (21.43%) Smartphone
3 6 (14.29%) Social Media
4 5 (11.90%) Analytical Skills
5 3 (7.14%) Artificial Intelligence
5 3 (7.14%) Mathematics
5 3 (7.14%) Chemistry
5 3 (7.14%) Biology
5 3 (7.14%) Data Integration
5 3 (7.14%) Visualisation
5 3 (7.14%) Client/Server
6 2 (4.76%) N-Tier
6 2 (4.76%) iPad
Operating Systems
1 5 (11.90%) Windows
2 4 (9.52%) Apple iOS
3 3 (7.14%) UNIX
4 2 (4.76%) Windows 8
4 2 (4.76%) Linux
4 2 (4.76%) Windows Server 2003
4 2 (4.76%) Windows Server 2008
4 2 (4.76%) Windows 7
Processes & Methodologies
1 13 (30.95%) Business Intelligence
2 11 (26.19%) Data Modelling
3 9 (21.43%) CRM
4 7 (16.67%) Project Management
4 7 (16.67%) Agile Software Development
5 6 (14.29%) Requirements Analysis
5 6 (14.29%) Quality Management
5 6 (14.29%) OO
6 5 (11.90%) ITIL
6 5 (11.90%) MVC
7 4 (9.52%) ETL
7 4 (9.52%) Web Development
7 4 (9.52%) Software Engineering
7 4 (9.52%) Analytics
8 3 (7.14%) Inmon Methodology
8 3 (7.14%) Kimball Methodology
8 3 (7.14%) Business Analysis
8 3 (7.14%) Data Management
8 3 (7.14%) Data Analysis
8 3 (7.14%) Bioinformatics
Programming Languages
1 17 (40.48%) SQL
2 9 (21.43%) C#
3 7 (16.67%) T-SQL
4 3 (7.14%) Python
4 3 (7.14%) Shell Script
4 3 (7.14%) MATLAB
4 3 (7.14%) R
4 3 (7.14%) C++
4 3 (7.14%) Perl
5 2 (4.76%) PHP
5 2 (4.76%) Java
5 2 (4.76%) JavaScript
6 1 (2.38%) Data Mining Extensions (DMX)
Qualifications
1 14 (33.33%) Degree
2 9 (21.43%) SC Cleared
2 9 (21.43%) Security Cleared
3 6 (14.29%) Microsoft Certification
4 4 (9.52%) MCTS
5 1 (2.38%) ISTQB
5 1 (2.38%) ISEB
5 1 (2.38%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 2 (4.76%) SLA
System Software
1 2 (4.76%) Active Directory
Vendors
1 13 (30.95%) Microsoft
2 4 (9.52%) Xamarin
3 3 (7.14%) Tableau
4 2 (4.76%) Facebook
4 2 (4.76%) VMware
5 1 (2.38%) Blue Coat
5 1 (2.38%) Huawei
5 1 (2.38%) Fortinet
5 1 (2.38%) Zend
5 1 (2.38%) F5
5 1 (2.38%) CheckPoint
5 1 (2.38%) Websense
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Salary: £20000 - £30000 per annum + Benefits
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