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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 206 184 212
Rank change year-on-year
-22 +28
Permanent jobs citing Data Mining 9 45 18
As % of all permanent IT jobs located in Berkshire 0.21% 0.84% 0.30%
As % of the Database & Business Intelligence category 0.86% 3.13% 1.43%
Number of salaries quoted 8 39 4
Median salary £45,000 £50,000 £60,000
Median salary % change year-on-year
-10.00% -16.66%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +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
1045 1436 1259
As % of all permanent IT jobs located in Berkshire 24.44% 26.96% 21.28%
Number of salaries quoted 884 1194 966
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 £32,500 £35,000 £30,000
10% offered a salary of more than £60,000 £65,000 £65,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 30 September 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 30 September 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 -3 7 £45,000 -5.26% 1
Slough +9 2 £71,000 -2.06%
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 30 September 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 19 (55.88%) Oracle
2 17 (50.00%) SQL Server
2 17 (50.00%) SQL
2 17 (50.00%) Business Intelligence
2 17 (50.00%) Finance
3 14 (41.18%) Data Warehouse
3 14 (41.18%) SDLC
4 13 (38.24%) Analytics
4 13 (38.24%) Data Modelling
4 13 (38.24%) BusinessObjects
5 12 (35.29%) SOA
5 12 (35.29%) ETL
5 12 (35.29%) Cognos
5 12 (35.29%) PL/SQL
5 12 (35.29%) DB2
6 11 (32.35%) Agile Software Development
7 9 (26.47%) MySQL
8 8 (23.53%) HTML
8 8 (23.53%) JavaScript
8 8 (23.53%) CSS
8 8 (23.53%) Linux
8 8 (23.53%) Git (software)
8 8 (23.53%) Data Analytics
9 7 (20.59%) QA
10 6 (17.65%) Bash Shell
10 6 (17.65%) OOP
10 6 (17.65%) OO
10 6 (17.65%) PHP
11 5 (14.71%) Workflow
11 5 (14.71%) Waterfall

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 2 (5.88%) Apache Spark
2 1 (2.94%) SAS
Applications
1 3 (8.82%) MS Excel
2 1 (2.94%) Spreadsheet
2 1 (2.94%) SPSS
Cloud Services
1 2 (5.88%) Amazon AWS
2 1 (2.94%) Adobe Analytics
Database & Business Intelligence
1 17 (50.00%) SQL Server
2 14 (41.18%) Data Warehouse
3 13 (38.24%) BusinessObjects
4 12 (35.29%) DB2
5 9 (26.47%) MySQL
6 3 (8.82%) Hadoop
6 3 (8.82%) Relational Database
7 2 (5.88%) Apache Hive
7 2 (5.88%) Big Data
7 2 (5.88%) Data Mart
7 2 (5.88%) HBase
7 2 (5.88%) Power BI
7 2 (5.88%) RDBMS
7 2 (5.88%) SQL Server 2005
7 2 (5.88%) SQL Server 2008
7 2 (5.88%) SQL Server Analysis Services
7 2 (5.88%) SQL Server Integration Services
7 2 (5.88%) SQL Server Reporting Services
8 1 (2.94%) Oracle Reports
8 1 (2.94%) PostgreSQL
Development Applications
1 8 (23.53%) Git (software)
2 2 (5.88%) Eclipse
2 2 (5.88%) NetBeans
General
1 17 (50.00%) Finance
2 2 (5.88%) Legal
3 1 (2.94%) Manufacturing
Job Titles
1 14 (41.18%) Architect
2 12 (35.29%) Business Intelligence Architect
3 9 (26.47%) Analyst
4 8 (23.53%) Developer
5 6 (17.65%) Business Intelligence Solutions Architect
5 6 (17.65%) PHP Developer
5 6 (17.65%) Solutions Architect
6 5 (14.71%) Business Analyst
6 5 (14.71%) Senior Analyst
6 5 (14.71%) Senior Business Analyst
7 4 (11.76%) Data Warehouse Architect
8 2 (5.88%) Business Architect
8 2 (5.88%) Consultant
8 2 (5.88%) Java Developer
8 2 (5.88%) Programme Manager
8 2 (5.88%) Senior Architect
8 2 (5.88%) Technical Analyst
8 2 (5.88%) Technical Test Analyst
8 2 (5.88%) Test Analyst
8 2 (5.88%) Test Manager
Libraries, Frameworks & Software Standards
1 8 (23.53%) CSS
1 8 (23.53%) HTML
2 2 (5.88%) J2SE
2 2 (5.88%) Java SE
2 2 (5.88%) JDBC
2 2 (5.88%) JSON
2 2 (5.88%) MDX
2 2 (5.88%) ODBC
2 2 (5.88%) REST
2 2 (5.88%) Web Services
2 2 (5.88%) XML
Miscellaneous
1 2 (5.88%) Algorithms
1 2 (5.88%) Analytical Skills
1 2 (5.88%) Management Information System
1 2 (5.88%) Statistics
2 1 (2.94%) Computer Science
2 1 (2.94%) Contactless
2 1 (2.94%) Economics
2 1 (2.94%) Mathematics
2 1 (2.94%) Smartcard
Operating Systems
1 8 (23.53%) Linux
2 2 (5.88%) Unix
2 2 (5.88%) Windows
Processes & Methodologies
1 17 (50.00%) Business Intelligence
2 14 (41.18%) SDLC
3 13 (38.24%) Analytics
3 13 (38.24%) Data Modelling
4 12 (35.29%) ETL
4 12 (35.29%) SOA
5 11 (32.35%) Agile Software Development
6 8 (23.53%) Data Analytics
7 6 (17.65%) OO
7 6 (17.65%) OOP
8 5 (14.71%) Statistical Inference
8 5 (14.71%) Translating Business Requirements
8 5 (14.71%) Waterfall
8 5 (14.71%) Workflow
9 4 (11.76%) System Testing
9 4 (11.76%) Target Operating Model
10 3 (8.82%) Business Analysis
10 3 (8.82%) Data Management
11 2 (5.88%) Dimensional Modelling
11 2 (5.88%) Regression Testing
Programming Languages
1 17 (50.00%) SQL
2 12 (35.29%) PL/SQL
3 8 (23.53%) JavaScript
4 6 (17.65%) Bash Shell
4 6 (17.65%) PHP
5 2 (5.88%) Data Analysis Expressions (DAX)
5 2 (5.88%) Java
5 2 (5.88%) VBScript
6 1 (2.94%) MATLAB
6 1 (2.94%) Python
6 1 (2.94%) R
Qualifications
1 5 (14.71%) Degree
2 1 (2.94%) ISEB
Quality Assurance & Compliance
1 7 (20.59%) QA
2 1 (2.94%) Data Quality
System Software
1 2 (5.88%) HDFS
Vendors
1 19 (55.88%) Oracle
2 12 (35.29%) Cognos
3 2 (5.88%) Microsoft
3 2 (5.88%) Tableau
4 1 (2.94%) Adobe
4 1 (2.94%) Google
Reading, Berkshire
Complete Tech Limited
Salary: Up to £50,000 per annum + great benefits
Posted: Yesterday