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 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Mining
Rank 205 200 210
Rank change year-on-year
-5 +10
Permanent jobs citing Data Mining 24 30 12
As % of all permanent IT jobs located in Berkshire 0.41% 0.51% 0.22%
As % of the Database & Business Intelligence category 2.02% 1.91% 0.77%
Number of salaries quoted 19 19 10
Average salary £55,000 £58,750 £43,750
Average salary % change year-on-year
-6.38% +34.28%
90% offered a salary of more than £40,800 £43,100 £37,225
10% offered a salary of more than £60,000 £63,250 £55,000
UK excluding London average salary £42,500 £39,500 £40,000
% change year-on-year
+7.59% -1.25%
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
1189 1569 1559
As % of all permanent IT jobs located in Berkshire 20.46% 26.60% 28.64%
Number of salaries quoted 946 1262 1388
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,975 £31,500 £30,000
10% offered a salary of more than £62,500 £67,500 £65,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 December 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 December 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
Slough -7 9 £50,000 -18.36%
Reading -1 5 £44,000 -
Bracknell -21 4 £60,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 19 December 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 16 (37.21%) Telecoms
2 13 (30.23%) Agile Software Development
2 13 (30.23%) SQL
3 11 (25.58%) Degree
3 11 (25.58%) ETL
3 11 (25.58%) Finance
3 11 (25.58%) Marketing
4 10 (23.26%) Logistics
5 9 (20.93%) Test Scripting
5 9 (20.93%) ISTQB Foundation Certification
5 9 (20.93%) ISTQB
5 9 (20.93%) ISEB
5 9 (20.93%) CRM
5 9 (20.93%) Data Modelling
5 9 (20.93%) Microsoft
5 9 (20.93%) SQL Server
6 8 (18.60%) MS Excel
6 8 (18.60%) Business Intelligence
7 7 (16.28%) Big Data
7 7 (16.28%) Project Management
7 7 (16.28%) .NET
7 7 (16.28%) C#
8 6 (13.95%) Analytics
8 6 (13.95%) V-Model
8 6 (13.95%) Waterfall
8 6 (13.95%) Functional Testing
8 6 (13.95%) Integration Testing
8 6 (13.95%) Test Management
8 6 (13.95%) Business Analysis
8 6 (13.95%) Subversion

Data Mining
Top Related IT Skills in Berkshire by Category

For the 6 months to 19 December 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 5 (11.63%) SharePoint
2 1 (2.33%) SAS
2 1 (2.33%) BizTalk Server
2 1 (2.33%) IIS
Applications
1 8 (18.60%) MS Excel
2 6 (13.95%) MS Office
3 5 (11.63%) MS Visio
4 4 (9.30%) PowerPivot
5 1 (2.33%) SPSS
5 1 (2.33%) FastStats
Business Applications
1 2 (4.65%) Dynamics CRM
2 1 (2.33%) SAP InfiniteInsight
2 1 (2.33%) Maximo
2 1 (2.33%) SAP Oil and Gas
Cloud Services
1 2 (4.65%) SaaS
Communications & Networking
1 6 (13.95%) Internet
2 5 (11.63%) Broadband
2 5 (11.63%) Wireless
3 1 (2.33%) Network Security
3 1 (2.33%) DMVPN
3 1 (2.33%) LAN
3 1 (2.33%) WAN
3 1 (2.33%) Firewall
Database & Business Intelligence
1 9 (20.93%) SQL Server
2 7 (16.28%) Big Data
3 6 (13.95%) SQL Server Analysis Services
3 6 (13.95%) SQL Server Reporting Services
4 5 (11.63%) SQL Server Integration Services
4 5 (11.63%) Data Warehouse
5 4 (9.30%) OLTP
5 4 (9.30%) Star Schema
5 4 (9.30%) OLAP
5 4 (9.30%) MS Access
5 4 (9.30%) QlikView
5 4 (9.30%) PerformancePoint
5 4 (9.30%) SSDT
5 4 (9.30%) Microsoft Power View
5 4 (9.30%) OLAP Cube
5 4 (9.30%) Business Intelligence Development Studio
6 2 (4.65%) Relational Database
6 2 (4.65%) Text Mining
7 1 (2.33%) Microsoft Analysis Services
7 1 (2.33%) BusinessObjects
Development Applications
1 6 (13.95%) Subversion
2 4 (9.30%) VSS/SourceSafe
2 4 (9.30%) Team Foundation Server
2 4 (9.30%) SQL Server Management Studio (SSMS)
3 3 (6.98%) Visual Studio
4 2 (4.65%) JIRA
4 2 (4.65%) TeamCity
5 1 (2.33%) LoadRunner
General
1 16 (37.21%) Telecoms
2 11 (25.58%) Finance
2 11 (25.58%) Marketing
3 5 (11.63%) Billing
3 5 (11.63%) Law
3 5 (11.63%) Legal
4 4 (9.30%) Manufacturing
4 4 (9.30%) Advertising
4 4 (9.30%) Local Government
5 2 (4.65%) Back Office
6 1 (2.33%) Aerospace
6 1 (2.33%) Automotive
Job Titles
1 10 (23.26%) Analyst
2 7 (16.28%) Architect
2 7 (16.28%) Developer
3 6 (13.95%) Business Analyst
3 6 (13.95%) Solutions Architect
4 5 (11.63%) Tester
4 5 (11.63%) Technical Specialist
5 4 (9.30%) OSS Architect
5 4 (9.30%) BSS Architect
6 3 (6.98%) .NET Developer
6 3 (6.98%) Technical Tester
7 2 (4.65%) Consultant
7 2 (4.65%) C# Developer
7 2 (4.65%) Performance Tester
7 2 (4.65%) C# ASP.NET Developer
7 2 (4.65%) Test Leader
7 2 (4.65%) C# .NET Developer
7 2 (4.65%) WPF Developer
7 2 (4.65%) ASP.NET Developer
8 1 (2.33%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (16.28%) .NET
2 4 (9.30%) MDX
3 2 (4.65%) WCF
3 2 (4.65%) WPF
3 2 (4.65%) jQuery
3 2 (4.65%) ASP.NET MVC
3 2 (4.65%) ASP.NET
3 2 (4.65%) Lucene
4 1 (2.33%) .NET Framework
Miscellaneous
1 6 (13.95%) Computer Science
2 5 (11.63%) Smartphone
3 4 (9.30%) Client/Server
3 4 (9.30%) Mathematics
3 4 (9.30%) Analytical Skills
4 2 (4.65%) Management Information System
4 2 (4.65%) Social Media
5 1 (2.33%) N-Tier
5 1 (2.33%) Statistics
Operating Systems
1 4 (9.30%) Windows
2 2 (4.65%) Apple iOS
Processes & Methodologies
1 13 (30.23%) Agile Software Development
2 11 (25.58%) ETL
3 10 (23.26%) Logistics
4 9 (20.93%) CRM
4 9 (20.93%) Data Modelling
4 9 (20.93%) Test Scripting
5 8 (18.60%) Business Intelligence
6 7 (16.28%) Project Management
7 6 (13.95%) Regression Testing
7 6 (13.95%) Business Analysis
7 6 (13.95%) Data Management
7 6 (13.95%) Integration Testing
7 6 (13.95%) Test Management
7 6 (13.95%) V-Model
7 6 (13.95%) Waterfall
7 6 (13.95%) Functional Testing
7 6 (13.95%) Analytics
8 5 (11.63%) Business Transformation
8 5 (11.63%) Kimball Methodology
8 5 (11.63%) Use Case
Programming Languages
1 13 (30.23%) SQL
2 7 (16.28%) C#
3 5 (11.63%) T-SQL
4 1 (2.33%) R
4 1 (2.33%) Java
Qualifications
1 11 (25.58%) Degree
2 9 (20.93%) ISTQB
2 9 (20.93%) ISTQB Foundation Certification
2 9 (20.93%) ISEB
3 5 (11.63%) SC Cleared
3 5 (11.63%) Security Cleared
4 2 (4.65%) Microsoft Certification
4 2 (4.65%) MCTS
4 2 (4.65%) CIPD
Quality Assurance & Compliance
1 4 (9.30%) QA
2 2 (4.65%) Sarbanes-Oxley
3 1 (2.33%) SLA
Vendors
1 9 (20.93%) Microsoft
2 4 (9.30%) Tableau
3 2 (4.65%) Xamarin
3 2 (4.65%) Ceridian
3 2 (4.65%) Oracle
3 2 (4.65%) Business Objects
4 1 (2.33%) SAP
4 1 (2.33%) Cognos
4 1 (2.33%) IBM
4 1 (2.33%) SmartFocus
4 1 (2.33%) F5
4 1 (2.33%) Sagent
4 1 (2.33%) CheckPoint
4 1 (2.33%) Primavera
4 1 (2.33%) Websense
4 1 (2.33%) Minitab
4 1 (2.33%) Alterian
4 1 (2.33%) Blue Coat
4 1 (2.33%) Huawei
4 1 (2.33%) Fortinet