The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 117 137 154
Rank change year-on-year
+20 +17
Permanent jobs citing Data Mining 3 21 3
As % of all permanent IT jobs located in Reading 0.18% 0.85% 0.11%
As % of the Database & Business Intelligence category 0.82% 3.00% 0.63%
Number of salaries quoted 3 16 0
Median salary £45,000 £45,000 -
UK excluding London median salary £43,835 £45,000 £42,500
% change year-on-year
-2.59% +5.88%
Data Mining
Berkshire

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 Reading region.

Database & Business Intelligence Category
Reading
Permanent IT job ads with a match in the
Database & Business Intelligence category
368 701 473
As % of all permanent IT jobs located in Reading 22.51% 28.43% 17.86%
Number of salaries quoted 323 620 386
Median salary £47,500 £45,000 £46,000
Median salary % change year-on-year
+5.55% -2.17%
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £57,500 £65,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading 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 Reading

Data Mining
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Reading region.

Data Mining Salary Trend in Reading

Data Mining
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Data Mining across the Reading region over the 3 months to 9 December 2016.

Data Mining Salary Histogram in Reading

Data Mining
Top 30 Related IT Skills in Reading

For the 6 months to 9 December 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 Reading region with a requirement for Data Mining.

1 8 (80.00%) Analytics
2 7 (70.00%) Git (software)
2 7 (70.00%) JavaScript
2 7 (70.00%) HTML
2 7 (70.00%) MySQL
2 7 (70.00%) Linux
2 7 (70.00%) CSS
3 6 (60.00%) OOP
3 6 (60.00%) OO
3 6 (60.00%) PHP
3 6 (60.00%) Bash Shell
3 6 (60.00%) Data Analytics
3 6 (60.00%) Agile Software Development
4 4 (40.00%) Finance
5 3 (30.00%) SQL
6 2 (20.00%) Microsoft
6 2 (20.00%) SQL Server
6 2 (20.00%) Business Intelligence
6 2 (20.00%) Degree
6 2 (20.00%) Process Improvement
6 2 (20.00%) Performance Tuning
7 1 (10.00%) Relational Database
7 1 (10.00%) HDFS
7 1 (10.00%) DevOps
7 1 (10.00%) Kalman Filter
7 1 (10.00%) Mentoring
7 1 (10.00%) Analytical Skills
7 1 (10.00%) Apache Spark
7 1 (10.00%) Algorithms
7 1 (10.00%) Performance Metrics

Data Mining
Top Related IT Skills in Reading 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 1 (10.00%) Apache Spark
Applications
1 1 (10.00%) MS Excel
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 7 (70.00%) MySQL
2 2 (20.00%) SQL Server
3 1 (10.00%) Apache Hive
3 1 (10.00%) Data Warehouse
3 1 (10.00%) Hadoop
3 1 (10.00%) HBase
3 1 (10.00%) RDBMS
3 1 (10.00%) Relational Database
3 1 (10.00%) SQL Server 2000
3 1 (10.00%) SQL Server 2005
3 1 (10.00%) SQL Server 2008
3 1 (10.00%) SQL Server 2012
3 1 (10.00%) SQL Server 2014
3 1 (10.00%) SQL Server Integration Services
3 1 (10.00%) SQL Server Reporting Services
Development Applications
1 7 (70.00%) Git (software)
2 1 (10.00%) Eclipse
2 1 (10.00%) NetBeans
2 1 (10.00%) Team Foundation Server
General
1 4 (40.00%) Finance
2 1 (10.00%) Marketing
2 1 (10.00%) Publishing
Job Titles
1 7 (70.00%) Developer
2 6 (60.00%) PHP Developer
3 2 (20.00%) Analyst
4 1 (10.00%) Automation Analyst
4 1 (10.00%) Data Analyst
4 1 (10.00%) DBA
4 1 (10.00%) Java Developer
4 1 (10.00%) Marketing Analyst
4 1 (10.00%) SQL DBA
Libraries, Frameworks & Software Standards
1 7 (70.00%) CSS
1 7 (70.00%) HTML
2 1 (10.00%) COM
2 1 (10.00%) J2SE
2 1 (10.00%) Java SE
2 1 (10.00%) JDBC
2 1 (10.00%) JSON
2 1 (10.00%) ODBC
2 1 (10.00%) REST
2 1 (10.00%) Web Services
Miscellaneous
1 1 (10.00%) Algorithms
1 1 (10.00%) Analytical Skills
1 1 (10.00%) Computer Science
1 1 (10.00%) Economics
1 1 (10.00%) Mathematics
1 1 (10.00%) Performance Metrics
1 1 (10.00%) Statistics
Operating Systems
1 7 (70.00%) Linux
2 1 (10.00%) Unix
2 1 (10.00%) Windows
2 1 (10.00%) Windows Server
Processes & Methodologies
1 8 (80.00%) Analytics
2 6 (60.00%) Agile Software Development
2 6 (60.00%) Data Analytics
2 6 (60.00%) OO
2 6 (60.00%) OOP
3 2 (20.00%) Business Intelligence
3 2 (20.00%) Performance Tuning
3 2 (20.00%) Process Improvement
4 1 (10.00%) Actionable Insight
4 1 (10.00%) B2B
4 1 (10.00%) Concurrent Programming
4 1 (10.00%) Data Loss Prevention
4 1 (10.00%) DevOps
4 1 (10.00%) Global Marketing
4 1 (10.00%) High Availability
4 1 (10.00%) Kalman Filter
4 1 (10.00%) Machine Learning
4 1 (10.00%) Marketing Automation
4 1 (10.00%) Mentoring
4 1 (10.00%) Multithreaded Programming
Programming Languages
1 7 (70.00%) JavaScript
2 6 (60.00%) Bash Shell
2 6 (60.00%) PHP
3 3 (30.00%) SQL
4 1 (10.00%) Java
4 1 (10.00%) T-SQL
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) MCSA
2 1 (10.00%) Microsoft Certification
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
System Software
1 1 (10.00%) Active Directory
1 1 (10.00%) HDFS
Vendors
1 2 (20.00%) Microsoft
2 1 (10.00%) Marketo
2 1 (10.00%) Oracle
2 1 (10.00%) Salesforce.com