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 1 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2015
Same period 2014 Same period 2013
Data Mining
Rank 188 209 180
Rank change year-on-year
+21 -29
Permanent jobs citing Data Mining 29 25 43
As % of all permanent IT jobs located in Berkshire 0.56% 0.42% 0.78%
As % of the Database & Business Intelligence category 2.09% 1.90% 3.24%
Number of salaries quoted 23 9 27
Average salary £55,000 £50,000 £57,500
Average salary % change year-on-year
+10.00% -13.04%
90% offered a salary of more than £40,200 £40,000 £35,000
10% offered a salary of more than £72,500 £60,000 £72,000
UK excluding London average salary £45,000 £40,000 £42,500
% change year-on-year
+12.50% -5.88%
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
1390 1318 1328
As % of all permanent IT jobs located in Berkshire 26.93% 22.15% 24.17%
Number of salaries quoted 1119 1054 1135
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £35,000 £30,000 £32,500
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 1 September 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 1 September 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 -5 17 £51,250 +13.88% 2
Slough -1 8 £72,500 +81.25% 1
Bracknell +25 1 £39,000 -35.00%
Wokingham - 1 £35,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 1 September 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 32 (50.00%) Degree
2 21 (32.81%) Analytics
2 21 (32.81%) Finance
3 20 (31.25%) SQL
4 18 (28.13%) Agile Software Development
5 16 (25.00%) Telecoms
6 15 (23.44%) OO
6 15 (23.44%) Data Modelling
7 14 (21.88%) Linux
8 13 (20.31%) OOP
8 13 (20.31%) ETL
8 13 (20.31%) CSS
8 13 (20.31%) HTML
9 12 (18.75%) Project Management
9 12 (18.75%) JavaScript
9 12 (18.75%) Business Intelligence
9 12 (18.75%) Data Integration
9 12 (18.75%) Analytical Skills
10 11 (17.19%) Big Data
10 11 (17.19%) ITIL
11 10 (15.63%) Migration
11 10 (15.63%) PHP
11 10 (15.63%) MySQL
11 10 (15.63%) SQL Server
11 10 (15.63%) Data Warehouse
11 10 (15.63%) Git (software)
11 10 (15.63%) Enterprise Architecture
11 10 (15.63%) Computer Science
12 9 (14.06%) Data Management
12 9 (14.06%) Data Analysis

Data Mining
Top Related IT Skills in Berkshire by Category

For the 6 months to 1 September 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 (7.81%) SAS
2 4 (6.25%) SharePoint
3 3 (4.69%) Apache Pig
4 2 (3.13%) Elasticsearch
4 2 (3.13%) Liferay
4 2 (3.13%) Node.js
4 2 (3.13%) Apache
4 2 (3.13%) Tomcat
Applications
1 8 (12.50%) MS Office
2 7 (10.94%) MS Excel
3 4 (6.25%) MS Visio
3 4 (6.25%) MS PowerPoint
3 4 (6.25%) Spreadsheet
3 4 (6.25%) PowerPivot
4 2 (3.13%) Photoshop
5 1 (1.56%) SPSS
Business Applications
1 1 (1.56%) Oracle 11i
1 1 (1.56%) Oracle EBS
1 1 (1.56%) Oracle ERP
1 1 (1.56%) Oracle Applications
1 1 (1.56%) Oracle General Ledger
1 1 (1.56%) Oracle EBS R12
1 1 (1.56%) Oracle Payables
1 1 (1.56%) Oracle Receivables
1 1 (1.56%) Oracle Internet Expenses
Cloud Services
1 4 (6.25%) Cloud Computing
2 2 (3.13%) Microsoft Azure
2 2 (3.13%) SaaS
3 1 (1.56%) GitHub
Communications & Networking
1 6 (9.38%) Ethernet
2 4 (6.25%) 3G
2 4 (6.25%) Wireless
2 4 (6.25%) Unified Communications
2 4 (6.25%) 4G
3 2 (3.13%) Intrusion Detection
3 2 (3.13%) Firewall
Database & Business Intelligence
1 11 (17.19%) Big Data
2 10 (15.63%) MySQL
2 10 (15.63%) SQL Server
2 10 (15.63%) Data Warehouse
3 7 (10.94%) Hadoop
4 6 (9.38%) SQL Server Reporting Services
5 5 (7.81%) MS Access
5 5 (7.81%) SQL Server Integration Services
5 5 (7.81%) QlikView
5 5 (7.81%) SQL Server Analysis Services
6 4 (6.25%) PerformancePoint
6 4 (6.25%) Business Intelligence Development Studio
6 4 (6.25%) SQL Server 2012
6 4 (6.25%) SSDT
6 4 (6.25%) Microsoft Power View
6 4 (6.25%) OLAP Cube
6 4 (6.25%) Enterprise Data Warehouse
6 4 (6.25%) OLTP
6 4 (6.25%) Star Schema
6 4 (6.25%) OLAP
Development Applications
1 10 (15.63%) Git (software)
2 5 (7.81%) SQL Server Management Studio (SSMS)
3 4 (6.25%) Team Foundation Server
3 4 (6.25%) VSS/SourceSafe
3 4 (6.25%) Subversion
4 3 (4.69%) JIRA
4 3 (4.69%) FogBugz
General
1 21 (32.81%) Finance
2 16 (25.00%) Telecoms
3 4 (6.25%) Billing
3 4 (6.25%) Marketing
3 4 (6.25%) Law
3 4 (6.25%) Legal
4 3 (4.69%) Retail
5 2 (3.13%) Games
6 1 (1.56%) Advertising
Job Titles
1 17 (26.56%) Developer
2 13 (20.31%) Analyst
3 11 (17.19%) Architect
4 10 (15.63%) PHP Developer
5 8 (12.50%) Data Architect
6 5 (7.81%) Senior Analyst
6 5 (7.81%) IP Engineer
6 5 (7.81%) Data Scientist
7 4 (6.25%) Cyber Security Analyst
7 4 (6.25%) Senior Security Analyst
7 4 (6.25%) Business Analyst
7 4 (6.25%) Senior Developer
7 4 (6.25%) Security Analyst
8 3 (4.69%) Programme Manager
8 3 (4.69%) Software Developer
9 2 (3.13%) Infrastructure Architect
9 2 (3.13%) Enterprise Architect
9 2 (3.13%) Senior Programme Manager
9 2 (3.13%) Delivery Manager
9 2 (3.13%) Enterprise Infrastructure Architect
Libraries, Frameworks & Software Standards
1 13 (20.31%) HTML
1 13 (20.31%) CSS
2 9 (14.06%) Web Services
3 7 (10.94%) .NET
4 6 (9.38%) jQuery
5 5 (7.81%) REST
5 5 (7.81%) SOAP
6 4 (6.25%) MDX
7 3 (4.69%) XML
7 3 (4.69%) Symfony
7 3 (4.69%) CodeIgniter
7 3 (4.69%) Laravel
7 3 (4.69%) JSON
8 2 (3.13%) AngularJS
8 2 (3.13%) GWT
8 2 (3.13%) Struts
8 2 (3.13%) JSR 286
8 2 (3.13%) XSLT
8 2 (3.13%) Hibernate
8 2 (3.13%) Lucene
Miscellaneous
1 12 (18.75%) Data Integration
1 12 (18.75%) Analytical Skills
2 10 (15.63%) Computer Science
3 9 (14.06%) Data Structures
4 8 (12.50%) Mathematics
5 5 (7.81%) Statistics
5 5 (7.81%) Visualisation
5 5 (7.81%) Algorithms
6 4 (6.25%) Economics
6 4 (6.25%) Taxonomies
6 4 (6.25%) Client/Server
7 3 (4.69%) Management Information System
7 3 (4.69%) Physics
7 3 (4.69%) Smart Meter
8 2 (3.13%) Mobile App
8 2 (3.13%) SCADA
8 2 (3.13%) Distributed Denial-of-Service
8 2 (3.13%) Data Centre
9 1 (1.56%) Artificial Intelligence
9 1 (1.56%) Neural Network
Operating Systems
1 14 (21.88%) Linux
2 7 (10.94%) Windows
3 4 (6.25%) UNIX
4 3 (4.69%) Android
5 2 (3.13%) Red Hat Enterprise Linux
6 1 (1.56%) Windows 7
6 1 (1.56%) Apple iOS
Processes & Methodologies
1 21 (32.81%) Analytics
2 18 (28.13%) Agile Software Development
3 15 (23.44%) OO
3 15 (23.44%) Data Modelling
4 13 (20.31%) ETL
4 13 (20.31%) OOP
5 12 (18.75%) Business Intelligence
5 12 (18.75%) Project Management
6 11 (17.19%) ITIL
7 10 (15.63%) Migration
7 10 (15.63%) Enterprise Architecture
8 9 (14.06%) Data Analysis
8 9 (14.06%) Data Management
9 8 (12.50%) SOA
9 8 (12.50%) Information Management
9 8 (12.50%) Root Cause Analysis
10 7 (10.94%) Change Management
10 7 (10.94%) Performance Tuning
10 7 (10.94%) Line Management
11 6 (9.38%) Coaching
Programming Languages
1 20 (31.25%) SQL
2 12 (18.75%) JavaScript
3 10 (15.63%) PHP
4 9 (14.06%) Bash Shell
5 8 (12.50%) Java
6 5 (7.81%) C#
7 4 (6.25%) T-SQL
7 4 (6.25%) VB.NET
7 4 (6.25%) R
8 3 (4.69%) PL/SQL
8 3 (4.69%) Python
9 2 (3.13%) Perl
Qualifications
1 32 (50.00%) Degree
2 7 (10.94%) Security Cleared
3 6 (9.38%) DV Cleared
3 6 (9.38%) CCNP
3 6 (9.38%) CCIP
3 6 (9.38%) CCNA
3 6 (9.38%) Cisco Certification
4 5 (7.81%) CITP
5 4 (6.25%) CIPD
6 2 (3.13%) Chartered Engineer
7 1 (1.56%) SC Cleared
7 1 (1.56%) PRINCE2 Certification
7 1 (1.56%) PMP
7 1 (1.56%) PMI Certification
Quality Assurance & Compliance
1 4 (6.25%) SLA
2 2 (3.13%) COBIT
2 2 (3.13%) ISO 9001
3 1 (1.56%) QA
3 1 (1.56%) ISO/IEC 20000
3 1 (1.56%) Sarbanes-Oxley
System Software
1 4 (6.25%) VMware ESX
2 1 (1.56%) Active Directory
Systems Management
1 6 (9.38%) Netcool
2 5 (7.81%) SCCM
Vendors
1 9 (14.06%) Microsoft
2 8 (12.50%) Tableau
3 6 (9.38%) Cisco
3 6 (9.38%) Juniper
4 4 (6.25%) Nortel
4 4 (6.25%) Remedy
5 3 (4.69%) Zend
5 3 (4.69%) Oracle
6 2 (3.13%) Red Hat
6 2 (3.13%) Apple
6 2 (3.13%) Salesforce.com
6 2 (3.13%) Xamarin
7 1 (1.56%) Logi Analytics
7 1 (1.56%) Kofax
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 4 days ago
Slough, Berkshire
McGregor Boyall
Salary: £70000 - £77000 per annum + Benefits
Posted: 4 days ago
Reading
OCC Computer personnel
Salary: £50k - 55k per year + Benefits
Posted: 19 days ago