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 30 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 176 184 196
Rank change year-on-year
+8 +12
Permanent jobs citing Data Mining 33 35 34
As % of all permanent IT jobs located in Berkshire 0.66% 0.63% 0.62%
As % of the Database & Business Intelligence category 2.44% 2.64% 2.54%
Number of salaries quoted 18 20 23
Average salary £56,250 £50,000 £57,500
Average salary % change year-on-year
+12.50% -13.04%
90% offered a salary of more than £37,800 £28,600 £40,000
10% offered a salary of more than £72,500 £67,500 £74,000
UK excluding London average salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%
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
1355 1325 1336
As % of all permanent IT jobs located in Berkshire 27.13% 23.84% 24.36%
Number of salaries quoted 1081 1093 1166
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £65,000 £63,500
UK excluding London average salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +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 30 July 2015.

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 30 July 2015. 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 -10 13 £57,500 +70.37% 4
Slough -4 6 £72,500 +7.40%
Bracknell +21 5 £39,000 -35.00%
Newbury +8 2 - -
Wokingham - 1 £35,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 30 July 2015, 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 37 (56.06%) Degree
2 26 (39.39%) Finance
3 22 (33.33%) Telecoms
3 22 (33.33%) SQL
4 17 (25.76%) ETL
4 17 (25.76%) Analytics
5 16 (24.24%) Business Intelligence
5 16 (24.24%) Data Modelling
6 14 (21.21%) MS Office
6 14 (21.21%) Analytical Skills
7 13 (19.70%) Data Structures
7 13 (19.70%) ITIL
7 13 (19.70%) Data Analysis
8 12 (18.18%) Change Management
8 12 (18.18%) SQL Server
8 12 (18.18%) MS Excel
8 12 (18.18%) Data Integration
8 12 (18.18%) Tableau
9 11 (16.67%) UML
9 11 (16.67%) Microsoft
9 11 (16.67%) Project Management
9 11 (16.67%) Agile Software Development
10 10 (15.15%) Migration
10 10 (15.15%) SQL Server Reporting Services
10 10 (15.15%) Data Management
10 10 (15.15%) Enterprise Architecture
11 9 (13.64%) Business Analysis
11 9 (13.64%) SQL Server Integration Services
11 9 (13.64%) Billing
11 9 (13.64%) GAP Analysis

Data Mining
Top Related IT Skills in Berkshire by Category

For the 6 months to 30 July 2015, 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 (7.58%) SAS
2 4 (6.06%) SharePoint
3 3 (4.55%) Apache Pig
4 2 (3.03%) Liferay
4 2 (3.03%) Node.js
4 2 (3.03%) Apache
4 2 (3.03%) Tomcat
5 1 (1.52%) Elasticsearch
Applications
1 14 (21.21%) MS Office
2 12 (18.18%) MS Excel
3 9 (13.64%) MS Visio
4 4 (6.06%) MS PowerPoint
4 4 (6.06%) Spreadsheet
4 4 (6.06%) PowerPivot
5 2 (3.03%) Photoshop
6 1 (1.52%) SPSS
Cloud Services
1 4 (6.06%) Cloud Computing
Communications & Networking
1 6 (9.09%) Ethernet
2 4 (6.06%) 3G
2 4 (6.06%) Wireless
2 4 (6.06%) Unified Communications
2 4 (6.06%) 4G
3 2 (3.03%) Intrusion Detection
3 2 (3.03%) Firewall
Database & Business Intelligence
1 12 (18.18%) SQL Server
2 10 (15.15%) SQL Server Reporting Services
3 9 (13.64%) SQL Server Integration Services
3 9 (13.64%) SQL Server Analysis Services
3 9 (13.64%) MS Access
3 9 (13.64%) Data Warehouse
3 9 (13.64%) Big Data
4 7 (10.61%) Crystal Reports
5 6 (9.09%) Hadoop
6 5 (7.58%) Enterprise Data Warehouse
6 5 (7.58%) QlikView
6 5 (7.58%) Microsoft Analysis Services
7 4 (6.06%) MySQL
7 4 (6.06%) OLAP
7 4 (6.06%) OLTP
7 4 (6.06%) Star Schema
7 4 (6.06%) Business Intelligence Development Studio
7 4 (6.06%) Microsoft Power View
7 4 (6.06%) OLAP Cube
7 4 (6.06%) PerformancePoint
Development Applications
1 9 (13.64%) SQL Server Management Studio (SSMS)
2 4 (6.06%) VSS/SourceSafe
2 4 (6.06%) Subversion
2 4 (6.06%) Git (software)
2 4 (6.06%) Team Foundation Server
3 3 (4.55%) FogBugz
3 3 (4.55%) JIRA
General
1 26 (39.39%) Finance
2 22 (33.33%) Telecoms
3 9 (13.64%) Billing
4 4 (6.06%) Law
4 4 (6.06%) Legal
5 3 (4.55%) Marketing
5 3 (4.55%) Retail
6 2 (3.03%) Games
7 1 (1.52%) Advertising
Job Titles
1 21 (31.82%) Analyst
2 11 (16.67%) Architect
3 10 (15.15%) Developer
4 9 (13.64%) Business Analyst
5 8 (12.12%) Data Architect
6 6 (9.09%) Data Analyst
7 5 (7.58%) Data Consultant
7 5 (7.58%) IP Engineer
7 5 (7.58%) Consultant
7 5 (7.58%) Senior Analyst
8 4 (6.06%) Security Analyst
8 4 (6.06%) Senior Developer
8 4 (6.06%) Data Scientist
8 4 (6.06%) Cyber Security Analyst
8 4 (6.06%) PHP Developer
8 4 (6.06%) Senior Security Analyst
9 3 (4.55%) Problem Manager
9 3 (4.55%) Programme Manager
10 2 (3.03%) Software Developer
10 2 (3.03%) Senior Manager
Libraries, Frameworks & Software Standards
1 9 (13.64%) Web Services
2 6 (9.09%) HTML
2 6 (9.09%) CSS
3 5 (7.58%) .NET
3 5 (7.58%) SOAP
3 5 (7.58%) jQuery
3 5 (7.58%) REST
4 4 (6.06%) MDX
5 3 (4.55%) Symfony
5 3 (4.55%) CodeIgniter
5 3 (4.55%) XML
5 3 (4.55%) Laravel
5 3 (4.55%) JSON
6 2 (3.03%) AngularJS
6 2 (3.03%) JSR 286
6 2 (3.03%) XSLT
6 2 (3.03%) Hibernate
6 2 (3.03%) Spring
6 2 (3.03%) JSF
6 2 (3.03%) J2EE
Miscellaneous
1 14 (21.21%) Analytical Skills
2 13 (19.70%) Data Structures
3 12 (18.18%) Data Integration
4 9 (13.64%) Computer Science
4 9 (13.64%) Visualisation
5 8 (12.12%) Statistics
5 8 (12.12%) Mathematics
6 5 (7.58%) Enterprise Software
7 4 (6.06%) Economics
7 4 (6.06%) Taxonomies
7 4 (6.06%) Client/Server
7 4 (6.06%) Algorithms
8 3 (4.55%) Management Information System
8 3 (4.55%) Physics
8 3 (4.55%) Smart Meter
9 2 (3.03%) Mobile App
9 2 (3.03%) SCADA
9 2 (3.03%) Distributed Denial-of-Service
9 2 (3.03%) Data Centre
10 1 (1.52%) Artificial Intelligence
Operating Systems
1 9 (13.64%) Windows
2 8 (12.12%) Linux
3 4 (6.06%) UNIX
4 3 (4.55%) Windows 7
5 2 (3.03%) Android
5 2 (3.03%) Red Hat Enterprise Linux
Processes & Methodologies
1 17 (25.76%) ETL
1 17 (25.76%) Analytics
2 16 (24.24%) Business Intelligence
2 16 (24.24%) Data Modelling
3 13 (19.70%) ITIL
3 13 (19.70%) Data Analysis
4 12 (18.18%) Change Management
5 11 (16.67%) Project Management
5 11 (16.67%) UML
5 11 (16.67%) Agile Software Development
6 10 (15.15%) Data Management
6 10 (15.15%) Migration
6 10 (15.15%) Enterprise Architecture
7 9 (13.64%) Use Case
7 9 (13.64%) Business Transformation
7 9 (13.64%) Root Cause Analysis
7 9 (13.64%) Business Analysis
7 9 (13.64%) CRM
7 9 (13.64%) GAP Analysis
8 8 (12.12%) SOA
Programming Languages
1 22 (33.33%) SQL
2 7 (10.61%) Java
3 6 (9.09%) JavaScript
4 4 (6.06%) PHP
4 4 (6.06%) T-SQL
4 4 (6.06%) VB.NET
4 4 (6.06%) C#
4 4 (6.06%) R
5 3 (4.55%) Python
5 3 (4.55%) Bash Shell
5 3 (4.55%) PL/SQL
6 2 (3.03%) Perl
Qualifications
1 37 (56.06%) Degree
2 9 (13.64%) Security Cleared
3 6 (9.09%) DV Cleared
3 6 (9.09%) CCNP
3 6 (9.09%) CCIP
3 6 (9.09%) CCNA
3 6 (9.09%) Cisco Certification
4 5 (7.58%) CITP
5 4 (6.06%) CIPD
6 3 (4.55%) SC Cleared
7 2 (3.03%) Chartered Engineer
8 1 (1.52%) PRINCE2 Certification
8 1 (1.52%) PMP
8 1 (1.52%) PMI Certification
Quality Assurance & Compliance
1 5 (7.58%) QA
2 4 (6.06%) SLA
3 2 (3.03%) ISO 9001
3 2 (3.03%) COBIT
4 1 (1.52%) Sarbanes-Oxley
4 1 (1.52%) ISO/IEC 20000
System Software
1 4 (6.06%) VMware ESX
2 1 (1.52%) Active Directory
Systems Management
1 6 (9.09%) Netcool
2 5 (7.58%) SCCM
Vendors
1 12 (18.18%) Tableau
2 11 (16.67%) Microsoft
3 6 (9.09%) Cisco
3 6 (9.09%) Juniper
4 5 (7.58%) Logi Analytics
5 4 (6.06%) Remedy
5 4 (6.06%) Nortel
6 3 (4.55%) Oracle
6 3 (4.55%) Zend
7 2 (3.03%) Red Hat
7 2 (3.03%) Apple
7 2 (3.03%) Salesforce.com
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 19 hours ago
Reading
Recruitment Revolution Limited
Salary: £25,000 - £35,000 + Benefits
Posted: 17 days ago
Reading, Berkshire
Yell
Salary: £80000 - £90000 per annum + Bonus & Bens
Posted: 20 days ago
Reading
OCC Computer personnel
Salary: £50k - 55k per year + Benefits
Posted: 24 days ago