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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 189 190 183
Rank change year-on-year
+1 -7
Permanent jobs citing Data Mining 27 34 35
As % of all permanent IT jobs located in Berkshire 0.61% 0.68% 0.63%
As % of the Database & Business Intelligence category 2.24% 2.44% 2.65%
Number of salaries quoted 27 17 20
Median salary £75,000 £57,500 £50,000
Median salary % change year-on-year
+30.43% +15.00%
90% offered a salary of more than £45,000 £37,400 £28,600
10% offered a salary of more than £82,500 £72,500 £67,500
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
1207 1393 1320
As % of all permanent IT jobs located in Berkshire 27.20% 27.81% 23.90%
Number of salaries quoted 1065 1110 1101
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 £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 25 July 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 25 July 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
Slough +16 11 £75,000 +3.44% 1
Reading +5 6 £45,000 -21.73% 1
Wokingham -13 2 £65,000 +85.71%
Maidenhead - 2 £48,750 -
Windsor - 1 £36,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 25 July 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 33 (57.89%) SQL
2 32 (56.14%) Oracle
3 28 (49.12%) SQL Server
4 25 (43.86%) Finance
5 22 (38.60%) Business Intelligence
6 20 (35.09%) Data Warehouse
7 17 (29.82%) BusinessObjects
7 17 (29.82%) Java
8 16 (28.07%) PL/SQL
8 16 (28.07%) MySQL
9 15 (26.32%) Data Modelling
9 15 (26.32%) ETL
9 15 (26.32%) Analytics
9 15 (26.32%) SDLC
10 14 (24.56%) Linux
10 14 (24.56%) CSS
10 14 (24.56%) HTML
10 14 (24.56%) JavaScript
11 13 (22.81%) DB2
11 13 (22.81%) SOA
11 13 (22.81%) Cognos
11 13 (22.81%) Git (software)
12 11 (19.30%) Hadoop
12 11 (19.30%) Relational Database
12 11 (19.30%) Machine Learning
12 11 (19.30%) Big Data
12 11 (19.30%) Agile Software Development
13 10 (17.54%) JSON
13 10 (17.54%) Web Services
13 10 (17.54%) REST

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 9 (15.79%) Apache Spark
2 3 (5.26%) SAS
Applications
1 6 (10.53%) MS Excel
2 2 (3.51%) Spreadsheet
2 2 (3.51%) SPSS
Business Applications
1 2 (3.51%) CSG Singleview
Cloud Services
1 9 (15.79%) Amazon AWS
Database & Business Intelligence
1 28 (49.12%) SQL Server
2 20 (35.09%) Data Warehouse
3 17 (29.82%) BusinessObjects
4 16 (28.07%) MySQL
5 13 (22.81%) DB2
6 11 (19.30%) Big Data
6 11 (19.30%) Hadoop
6 11 (19.30%) Relational Database
7 9 (15.79%) Apache Hive
7 9 (15.79%) HBase
7 9 (15.79%) RDBMS
8 3 (5.26%) NoSQL
8 3 (5.26%) PostgreSQL
9 2 (3.51%) Apache Cassandra
9 2 (3.51%) MongoDB
9 2 (3.51%) Neo4j
9 2 (3.51%) Power BI
9 2 (3.51%) SQL Server 2005
9 2 (3.51%) SQL Server 2008
9 2 (3.51%) SQL Server Analysis Services
Development Applications
1 13 (22.81%) Git (software)
2 8 (14.04%) Eclipse
2 8 (14.04%) NetBeans
3 2 (3.51%) Team Foundation Server
3 2 (3.51%) Toad
3 2 (3.51%) Visual Studio
4 1 (1.75%) FogBugz
4 1 (1.75%) JIRA
General
1 25 (43.86%) Finance
2 4 (7.02%) Billing
3 3 (5.26%) Telecoms
4 2 (3.51%) Automotive
4 2 (3.51%) Legal
4 2 (3.51%) Marketing
4 2 (3.51%) Retail
5 1 (1.75%) General Ledger
5 1 (1.75%) Manufacturing
Job Titles
1 18 (31.58%) Developer
2 15 (26.32%) Architect
3 13 (22.81%) Analyst
3 13 (22.81%) Business Intelligence Architect
4 8 (14.04%) Business Intelligence Solutions Architect
4 8 (14.04%) Java Developer
4 8 (14.04%) Solutions Architect
5 5 (8.77%) Business Analyst
5 5 (8.77%) PHP Developer
5 5 (8.77%) Senior Analyst
5 5 (8.77%) Senior Business Analyst
5 5 (8.77%) Senior Developer
5 5 (8.77%) Senior Java Developer
6 4 (7.02%) Billing Analyst
6 4 (7.02%) Data Warehouse Architect
7 3 (5.26%) Consultant
8 2 (3.51%) ETL Developer
8 2 (3.51%) Programme Manager
8 2 (3.51%) Test Analyst
8 2 (3.51%) Test Manager
Libraries, Frameworks & Software Standards
1 14 (24.56%) CSS
1 14 (24.56%) HTML
2 10 (17.54%) JSON
2 10 (17.54%) REST
2 10 (17.54%) Web Services
3 9 (15.79%) Java SE
3 9 (15.79%) JDBC
3 9 (15.79%) ODBC
4 7 (12.28%) .NET
5 4 (7.02%) XML
6 2 (3.51%) J2SE
6 2 (3.51%) MDX
7 1 (1.75%) CodeIgniter
7 1 (1.75%) jQuery
7 1 (1.75%) Laravel
7 1 (1.75%) Oracle Fusion
7 1 (1.75%) SOAP
7 1 (1.75%) Symfony
7 1 (1.75%) XSLT
Miscellaneous
1 9 (15.79%) Algorithms
2 8 (14.04%) Analytical Skills
2 8 (14.04%) Management Information System
3 6 (10.53%) Mobile App
3 6 (10.53%) Smart Meter
4 4 (7.02%) Statistics
5 2 (3.51%) Economics
6 1 (1.75%) Contactless
6 1 (1.75%) Enterprise Software
6 1 (1.75%) Performance Metrics
6 1 (1.75%) Smartcard
Operating Systems
1 14 (24.56%) Linux
2 9 (15.79%) Unix
3 6 (10.53%) Windows
Processes & Methodologies
1 22 (38.60%) Business Intelligence
2 15 (26.32%) Analytics
2 15 (26.32%) Data Modelling
2 15 (26.32%) ETL
2 15 (26.32%) SDLC
3 13 (22.81%) SOA
4 11 (19.30%) Agile Software Development
4 11 (19.30%) Machine Learning
5 9 (15.79%) Data Analytics
5 9 (15.79%) Multithreading
5 9 (15.79%) Performance Tuning
6 8 (14.04%) Concurrent Programming
7 7 (12.28%) Migration
8 6 (10.53%) Capacity Management
8 6 (10.53%) Change Management
8 6 (10.53%) Data Management
8 6 (10.53%) Data Migration
8 6 (10.53%) ITIL
8 6 (10.53%) Operations Management
8 6 (10.53%) Risk Management
Programming Languages
1 33 (57.89%) SQL
2 17 (29.82%) Java
3 16 (28.07%) PL/SQL
4 14 (24.56%) JavaScript
5 5 (8.77%) Bash Shell
5 5 (8.77%) PHP
6 4 (7.02%) C++
7 2 (3.51%) C#
7 2 (3.51%) Data Analysis Expressions (DAX)
7 2 (3.51%) MATLAB
7 2 (3.51%) Python
7 2 (3.51%) R
7 2 (3.51%) VBScript
8 1 (1.75%) VB.NET
Qualifications
1 6 (10.53%) CITP
1 6 (10.53%) Degree
2 1 (1.75%) ISEB
Quality Assurance & Compliance
1 7 (12.28%) QA
2 6 (10.53%) ISO/IEC 20000
3 1 (1.75%) HL7
System Software
1 9 (15.79%) HDFS
Vendors
1 32 (56.14%) Oracle
2 13 (22.81%) Cognos
3 5 (8.77%) Microsoft
4 2 (3.51%) Google
4 2 (3.51%) Tableau
5 1 (1.75%) SAP
5 1 (1.75%) Zend
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 3 days ago
Slough, Berkshire
Telefonica UK Limited
Posted: 6 days ago