The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Berkshire / Reading
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 105 131 141
Rank change year-on-year +26 +10  
Permanent jobs citing Data Mining 5 2 7
As % of all permanent IT jobs advertised in Reading 0.39% 0.11% 0.31%
As % of the Database & Business Intelligence category 1.71% 0.42% 1.07%
Number of salaries quoted 2 2 3
Median salary £70,000 £57,500 £40,000
Median salary % change year-on-year +21.73% +43.75%  
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Reading
Permanent job vacancies with a requirement for database and business intelligence skills 293 481 653
As % of all permanent IT job vacancies advertised in Reading 22.77% 26.55% 28.92%
Number of salaries quoted 532 863 1167
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26%  
90% offered a salary of more than £31,025 £32,500 £32,500
10% offered a salary of more than £72,500 £70,000 £62,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Reading

Job postings citing Data Mining as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Data Mining 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 in Reading.

Salary trend for Data Mining in Reading

For the 6 months to 28 June 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 16 (100.00%) Big Data
2 14 (87.50%) HBase
2 14 (87.50%) Mentoring
2 14 (87.50%) Social Media
2 14 (87.50%) NoSQL
2 14 (87.50%) Algorithms
2 14 (87.50%) Virtual Team
2 14 (87.50%) Master's Degree
2 14 (87.50%) Oracle
2 14 (87.50%) Degree
3 10 (62.50%) SQL
4 8 (50.00%) Statistics
4 8 (50.00%) Data Analysis
4 8 (50.00%) Statistical Analysis
4 8 (50.00%) Data Cleansing
4 8 (50.00%) Hadoop
4 8 (50.00%) Relational Database
4 8 (50.00%) Actionable Insight
4 8 (50.00%) scikit-learn
4 8 (50.00%) Machine Learning
5 6 (37.50%) Kafka
5 6 (37.50%) Apache Spark
5 6 (37.50%) Data Visualisation
5 6 (37.50%) REST
5 6 (37.50%) Software Architecture
5 6 (37.50%) Apache Hive
5 6 (37.50%) Visualisation
5 6 (37.50%) QA
5 6 (37.50%) Software Engineering
5 6 (37.50%) Regression Testing

Data Mining
Co-occurring 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 6 (37.50%) Apache Spark
2 2 (12.50%) SharePoint
Cloud Services
1 2 (12.50%) Cortana Intelligence Suite
1 2 (12.50%) Microsoft Azure
Database & Business Intelligence
1 16 (100.00%) Big Data
2 14 (87.50%) HBase
2 14 (87.50%) NoSQL
3 8 (50.00%) Hadoop
3 8 (50.00%) Relational Database
4 6 (37.50%) Apache Hive
5 2 (12.50%) Azure SQL Database
5 2 (12.50%) Data Lake
5 2 (12.50%) Data Warehouse
5 2 (12.50%) Microsoft Analysis Services
5 2 (12.50%) Power BI
5 2 (12.50%) RDBMS
5 2 (12.50%) SQL Server
5 2 (12.50%) SQL Server Analysis Services
5 2 (12.50%) SQL Server Integration Services
5 2 (12.50%) SQL Server Reporting Services
Job Titles
1 8 (50.00%) Data Scientist
2 6 (37.50%) Big Data Engineer
2 6 (37.50%) Data Engineer
3 2 (12.50%) Business Consultant
3 2 (12.50%) Business Intelligence Consultant
3 2 (12.50%) Consultant
3 2 (12.50%) Microsoft BI Consultant
3 2 (12.50%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 8 (50.00%) scikit-learn
2 6 (37.50%) Kafka
2 6 (37.50%) REST
2 6 (37.50%) Web Services
Miscellaneous
1 14 (87.50%) Algorithms
1 14 (87.50%) Social Media
1 14 (87.50%) Virtual Team
Processes & Methodologies
1 14 (87.50%) Mentoring
2 8 (50.00%) Actionable Insight
2 8 (50.00%) Data Analysis
2 8 (50.00%) Data Cleansing
2 8 (50.00%) Machine Learning
2 8 (50.00%) Statistical Analysis
2 8 (50.00%) Statistics
3 6 (37.50%) Agile Software Development
3 6 (37.50%) Data Visualisation
3 6 (37.50%) Regression Testing
3 6 (37.50%) Software Architecture
3 6 (37.50%) Software Engineering
3 6 (37.50%) Visualisation
4 2 (12.50%) Analytics
4 2 (12.50%) Data Architecture
4 2 (12.50%) Data Conversion
4 2 (12.50%) Data Integration
4 2 (12.50%) Kimball Methodology
4 2 (12.50%) Predictive Analytics
4 2 (12.50%) Use Case
Programming Languages
1 10 (62.50%) SQL
Qualifications
1 14 (87.50%) Degree
1 14 (87.50%) Master's Degree
2 2 (12.50%) SC Cleared
2 2 (12.50%) Security Cleared
Quality Assurance & Compliance
1 6 (37.50%) QA
Vendors
1 14 (87.50%) Oracle
2 2 (12.50%) Microsoft