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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Mining
Berkshire / Reading
Rank 99 131 146
Rank change year-on-year
+32 +15
Permanent jobs citing Data Mining 2 14 1
As % of all permanent IT jobs located in Reading 0.16% 0.67% 0.042%
As % of the Database & Business Intelligence category 0.63% 2.25% 0.19%
Number of salaries quoted 0 9 1
Median salary - £40,000 £44,000
Median salary % change year-on-year
- -9.09%
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
317 621 537
As % of all permanent IT jobs located in Reading 25.65% 29.71% 22.58%
Number of salaries quoted 244 548 464
Median salary £45,000 £45,000 £52,500
Median salary % change year-on-year
- -14.28%
90% offered a salary of more than £33,500 £32,500 £35,000
10% offered a salary of more than £60,000 £80,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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
Top 30 Related IT Skills in Reading

For the 6 months to 23 February 2017, 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 3 (60.00%) SQL
1 3 (60.00%) Finance
1 3 (60.00%) Degree
1 3 (60.00%) Mentoring
2 2 (40.00%) HBase
2 2 (40.00%) Analytics
2 2 (40.00%) Social Media
2 2 (40.00%) Process Improvement
2 2 (40.00%) Big Data
2 2 (40.00%) Statistics
2 2 (40.00%) NoSQL
2 2 (40.00%) Data Analysis
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Microsoft
2 2 (40.00%) Oracle
2 2 (40.00%) Algorithms
2 2 (40.00%) Virtual Team
2 2 (40.00%) Actionable Insight
3 1 (20.00%) Data Loss Prevention
3 1 (20.00%) Performance Attribution
3 1 (20.00%) B2B Sales
3 1 (20.00%) Performance Metrics
3 1 (20.00%) scikit-learn
3 1 (20.00%) SQL Server 2014
3 1 (20.00%) Windows Server
3 1 (20.00%) Marketing Automation
3 1 (20.00%) Global Marketing
3 1 (20.00%) SQL Server
3 1 (20.00%) COM
3 1 (20.00%) Web Services

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 (20.00%) Apache Spark
Applications
1 1 (20.00%) MS Excel
Database & Business Intelligence
1 2 (40.00%) Big Data
1 2 (40.00%) HBase
1 2 (40.00%) NoSQL
2 1 (20.00%) Apache Hive
2 1 (20.00%) Data Warehouse
2 1 (20.00%) Hadoop
2 1 (20.00%) Relational Database
2 1 (20.00%) SQL Server
2 1 (20.00%) SQL Server 2000
2 1 (20.00%) SQL Server 2005
2 1 (20.00%) SQL Server 2008
2 1 (20.00%) SQL Server 2012
2 1 (20.00%) SQL Server 2014
2 1 (20.00%) SQL Server Integration Services
2 1 (20.00%) SQL Server Reporting Services
Development Applications
1 1 (20.00%) Team Foundation Server
General
1 3 (60.00%) Finance
2 1 (20.00%) Marketing
2 1 (20.00%) Publishing
Job Titles
1 2 (40.00%) Analyst
2 1 (20.00%) Automation Analyst
2 1 (20.00%) Big Data Engineer
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Engineer
2 1 (20.00%) Data Scientist
2 1 (20.00%) DBA
2 1 (20.00%) Marketing Analyst
2 1 (20.00%) SQL DBA
Libraries, Frameworks & Software Standards
1 1 (20.00%) COM
1 1 (20.00%) Kafka
1 1 (20.00%) REST
1 1 (20.00%) scikit-learn
1 1 (20.00%) Web Services
Miscellaneous
1 2 (40.00%) Algorithms
1 2 (40.00%) Social Media
1 2 (40.00%) Virtual Team
2 1 (20.00%) Analytical Skills
2 1 (20.00%) Computer Science
Operating Systems
1 1 (20.00%) Windows
1 1 (20.00%) Windows Server
Processes & Methodologies
1 3 (60.00%) Mentoring
2 2 (40.00%) Actionable Insight
2 2 (40.00%) Analytics
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Data Analysis
2 2 (40.00%) Process Improvement
2 2 (40.00%) Statistics
3 1 (20.00%) Data Cleansing
3 1 (20.00%) Data Validation
3 1 (20.00%) Data Visualisation
3 1 (20.00%) Economics
3 1 (20.00%) High Availability
3 1 (20.00%) Machine Learning
3 1 (20.00%) Mathematics
3 1 (20.00%) Requirements Analysis
3 1 (20.00%) Software Architecture
3 1 (20.00%) Software Engineering
3 1 (20.00%) Statistical Analysis
3 1 (20.00%) Validation
3 1 (20.00%) Visualisation
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) T-SQL
Qualifications
1 3 (60.00%) Degree
2 1 (20.00%) MCSA
2 1 (20.00%) Microsoft Certification
Quality Assurance & Compliance
1 1 (20.00%) Data Quality
1 1 (20.00%) QA
System Software
1 1 (20.00%) Active Directory
Vendors
1 2 (40.00%) Microsoft
1 2 (40.00%) Oracle
2 1 (20.00%) Marketo
2 1 (20.00%) Salesforce.com