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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 192 198 199
Rank change year-on-year
+6 +1
Permanent jobs citing Data Mining 19 29 29
As % of all permanent IT jobs located in Berkshire 0.42% 0.57% 0.50%
As % of the Database & Business Intelligence category 1.60% 2.05% 2.14%
Number of salaries quoted 18 20 13
Median salary £53,750 £56,250 £50,000
Median salary % change year-on-year
-4.44% +12.50%
90% offered a salary of more than £45,000 £38,600 £40,000
10% offered a salary of more than £82,500 £72,500 £73,750
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
1185 1414 1356
As % of all permanent IT jobs located in Berkshire 26.42% 27.81% 23.40%
Number of salaries quoted 1027 1124 1103
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £34,000 £33,900 £30,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire region citing Data Mining as a proportion of all IT jobs with a match in 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 24 August 2016.

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 median salaries quoted in IT jobs citing Data Mining within the Berkshire region over the 3 months to 24 August 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
Reading +6 7 £45,000 -20.00% 1
Slough +16 5 £77,500 +6.89%
Maidenhead - 2 £48,750 -
Wokingham -10 1 £65,000 +85.71%
Windsor - 1 £36,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 24 August 2016, IT jobs citing Data Mining 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 Data Mining.

1 27 (57.45%) Oracle
2 26 (55.32%) SQL
3 24 (51.06%) SQL Server
4 20 (42.55%) Business Intelligence
5 19 (40.43%) Finance
6 17 (36.17%) Data Warehouse
7 16 (34.04%) Analytics
8 15 (31.91%) SDLC
8 15 (31.91%) BusinessObjects
8 15 (31.91%) MySQL
9 14 (29.79%) PL/SQL
9 14 (29.79%) Data Modelling
9 14 (29.79%) ETL
10 13 (27.66%) SOA
10 13 (27.66%) CSS
10 13 (27.66%) DB2
10 13 (27.66%) JavaScript
10 13 (27.66%) HTML
10 13 (27.66%) Cognos
10 13 (27.66%) Linux
11 12 (25.53%) Git (software)
11 12 (25.53%) Agile Software Development
12 10 (21.28%) Java
12 10 (21.28%) Data Analytics
13 8 (17.02%) Hadoop
13 8 (17.02%) Relational Database
14 7 (14.89%) PHP
14 7 (14.89%) OOP
14 7 (14.89%) OO
14 7 (14.89%) Web Services

Data Mining
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 6 (12.77%) Apache Spark
2 2 (4.26%) SAS
Applications
1 5 (10.64%) MS Excel
2 2 (4.26%) Spreadsheet
2 2 (4.26%) SPSS
Business Applications
1 1 (2.13%) CSG Singleview
Cloud Services
1 6 (12.77%) Amazon AWS
2 1 (2.13%) Adobe Analytics
Database & Business Intelligence
1 24 (51.06%) SQL Server
2 17 (36.17%) Data Warehouse
3 15 (31.91%) BusinessObjects
3 15 (31.91%) MySQL
4 13 (27.66%) DB2
5 8 (17.02%) Hadoop
5 8 (17.02%) Relational Database
6 6 (12.77%) Apache Hive
6 6 (12.77%) HBase
6 6 (12.77%) RDBMS
7 5 (10.64%) Big Data
8 3 (6.38%) NoSQL
8 3 (6.38%) PostgreSQL
9 2 (4.26%) Apache Cassandra
9 2 (4.26%) Data Mart
9 2 (4.26%) MongoDB
9 2 (4.26%) SQL Server 2005
9 2 (4.26%) SQL Server Analysis Services
9 2 (4.26%) SQL Server Integration Services
9 2 (4.26%) SQL Server Reporting Services
Development Applications
1 12 (25.53%) Git (software)
2 5 (10.64%) Eclipse
2 5 (10.64%) NetBeans
3 1 (2.13%) FogBugz
3 1 (2.13%) JIRA
3 1 (2.13%) Team Foundation Server
3 1 (2.13%) Toad
3 1 (2.13%) Visual Studio
General
1 19 (40.43%) Finance
2 2 (4.26%) Legal
3 1 (2.13%) Automotive
3 1 (2.13%) Billing
3 1 (2.13%) Manufacturing
3 1 (2.13%) Marketing
3 1 (2.13%) Retail
3 1 (2.13%) Telecoms
Job Titles
1 15 (31.91%) Architect
1 15 (31.91%) Developer
2 13 (27.66%) Business Intelligence Architect
3 10 (21.28%) Analyst
4 8 (17.02%) Business Intelligence Solutions Architect
4 8 (17.02%) Solutions Architect
5 7 (14.89%) PHP Developer
6 6 (12.77%) Java Developer
7 5 (10.64%) Business Analyst
7 5 (10.64%) Senior Analyst
7 5 (10.64%) Senior Business Analyst
8 4 (8.51%) Data Warehouse Architect
9 3 (6.38%) Consultant
9 3 (6.38%) Senior Developer
9 3 (6.38%) Senior Java Developer
10 2 (4.26%) Programme Manager
10 2 (4.26%) Technical Analyst
10 2 (4.26%) Technical Test Analyst
10 2 (4.26%) Test Analyst
10 2 (4.26%) Test Manager
Libraries, Frameworks & Software Standards
1 13 (27.66%) CSS
1 13 (27.66%) HTML
2 7 (14.89%) JSON
2 7 (14.89%) REST
2 7 (14.89%) Web Services
3 6 (12.77%) Java SE
3 6 (12.77%) JDBC
3 6 (12.77%) ODBC
4 4 (8.51%) XML
5 3 (6.38%) .NET
6 2 (4.26%) J2SE
6 2 (4.26%) MDX
7 1 (2.13%) CodeIgniter
7 1 (2.13%) jQuery
7 1 (2.13%) Laravel
7 1 (2.13%) Oracle Fusion
7 1 (2.13%) SOAP
7 1 (2.13%) Symfony
7 1 (2.13%) XSLT
Miscellaneous
1 6 (12.77%) Algorithms
2 4 (8.51%) Analytical Skills
2 4 (8.51%) Management Information System
3 3 (6.38%) Statistics
4 2 (4.26%) Mobile App
4 2 (4.26%) Smart Meter
5 1 (2.13%) Contactless
5 1 (2.13%) Economics
5 1 (2.13%) Enterprise Software
5 1 (2.13%) Smartcard
Operating Systems
1 13 (27.66%) Linux
2 6 (12.77%) Unix
3 4 (8.51%) Windows
Processes & Methodologies
1 20 (42.55%) Business Intelligence
2 16 (34.04%) Analytics
3 15 (31.91%) SDLC
4 14 (29.79%) Data Modelling
4 14 (29.79%) ETL
5 13 (27.66%) SOA
6 12 (25.53%) Agile Software Development
7 10 (21.28%) Data Analytics
8 7 (14.89%) Machine Learning
8 7 (14.89%) OO
8 7 (14.89%) OOP
9 6 (12.77%) Multithreading
9 6 (12.77%) Performance Tuning
10 5 (10.64%) Concurrent Programming
10 5 (10.64%) Translating Business Requirements
10 5 (10.64%) Workflow
11 4 (8.51%) Data Management
11 4 (8.51%) System Testing
11 4 (8.51%) Target Operating Model
11 4 (8.51%) Waterfall
Programming Languages
1 26 (55.32%) SQL
2 14 (29.79%) PL/SQL
3 13 (27.66%) JavaScript
4 10 (21.28%) Java
5 7 (14.89%) Bash Shell
5 7 (14.89%) PHP
6 2 (4.26%) C++
6 2 (4.26%) Data Analysis Expressions (DAX)
6 2 (4.26%) MATLAB
6 2 (4.26%) Python
6 2 (4.26%) R
6 2 (4.26%) VBScript
7 1 (2.13%) C#
7 1 (2.13%) VB.NET
Qualifications
1 6 (12.77%) Degree
2 2 (4.26%) CITP
3 1 (2.13%) ISEB
Quality Assurance & Compliance
1 7 (14.89%) QA
2 2 (4.26%) ISO/IEC 20000
3 1 (2.13%) HL7
System Software
1 6 (12.77%) HDFS
Vendors
1 27 (57.45%) Oracle
2 13 (27.66%) Cognos
3 4 (8.51%) Microsoft
4 2 (4.26%) Google
4 2 (4.26%) Tableau
5 1 (2.13%) Adobe
5 1 (2.13%) Zend
Reading
Spectrum IT
Salary: £35000 - £55000 per annum + benefits
Posted: 26 days ago