Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 151 182 189
Rank change year-on-year +31 +7 +18
Permanent jobs citing Data Mining 5 10 27
As % of all permanent IT jobs advertised in Reading 0.21% 0.29% 0.58%
As % of the Database & Business Intelligence category 0.85% 1.22% 2.05%
Number of salaries quoted 5 10 23
Reading median annual salary £75,000 £45,000 £45,000
Median salary % change year-on-year +66.67% - -
10th Percentile £72,000 £39,125 £40,000
90th Percentile £81,750 £62,625 £57,500
Berkshire median annual salary £65,000 £57,500 £45,000
% change year-on-year +13.04% +27.78% -10.00%

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

All Database and Business Intelligence Skills
Reading
Permanent vacancies with a requirement for database or business intelligence skills 590 818 1320
As % of all permanent IT jobs advertised in Reading 25.03% 23.75% 28.50%
Number of salaries quoted 506 705 1112
Reading median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +5.56%
10th Percentile £28,500 £29,000 £32,500
90th Percentile £67,500 £67,500 £63,750
Berkshire median annual salary £47,500 £48,500 £47,500
% change year-on-year -2.06% +2.11% +7.95%

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 20 November 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 5 (100.00%) SQL
1 5 (100.00%) Predictive Analytics
1 5 (100.00%) Analytics
1 5 (100.00%) Big Data
2 4 (80.00%) R
2 4 (80.00%) Machine Learning
2 4 (80.00%) Algorithms
2 4 (80.00%) SAS
2 4 (80.00%) Python
2 4 (80.00%) Statistics
2 4 (80.00%) Mathematics
3 3 (60.00%) Computer Science
3 3 (60.00%) Operations Research
3 3 (60.00%) Neural Network
3 3 (60.00%) Finance
3 3 (60.00%) PhD
3 3 (60.00%) C#
3 3 (60.00%) C++
3 3 (60.00%) Java
3 3 (60.00%) Perl
3 3 (60.00%) MATLAB
3 3 (60.00%) KNIME
3 3 (60.00%) Linux Command Line
3 3 (60.00%) Decision Tree
3 3 (60.00%) Logistic Regression
3 3 (60.00%) Unix
3 3 (60.00%) Data Structures
4 2 (40.00%) Hadoop
5 1 (20.00%) Amazon S3
5 1 (20.00%) Microsoft Azure

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 4 (80.00%) SAS
2 1 (20.00%) Apache Spark
2 1 (20.00%) SharePoint
Cloud Services
1 1 (20.00%) Amazon AWS
1 1 (20.00%) Amazon S3
1 1 (20.00%) Cortana Intelligence Suite
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) Big Data
2 3 (60.00%) KNIME
3 2 (40.00%) Hadoop
4 1 (20.00%) Azure SQL Database
4 1 (20.00%) Data Lake
4 1 (20.00%) Data Warehouse
4 1 (20.00%) Microsoft Analysis Services
4 1 (20.00%) MongoDB
4 1 (20.00%) Power BI
4 1 (20.00%) RDBMS
4 1 (20.00%) Relational Database
4 1 (20.00%) SQL Server
4 1 (20.00%) SQL Server Analysis Services
4 1 (20.00%) SQL Server Integration Services
4 1 (20.00%) SQL Server Reporting Services
General
1 3 (60.00%) Finance
Job Titles
1 4 (80.00%) Data Scientist
2 1 (20.00%) Business Consultant
2 1 (20.00%) Business Intelligence Consultant
2 1 (20.00%) Consultant
2 1 (20.00%) Microsoft BI Consultant
2 1 (20.00%) Microsoft Consultant
2 1 (20.00%) Senior Data Scientist
Miscellaneous
1 4 (80.00%) Algorithms
2 3 (60.00%) Computer Science
2 3 (60.00%) Data Structures
2 3 (60.00%) Linux Command Line
3 1 (20.00%) Analytical Skills
Operating Systems
1 3 (60.00%) Unix
Processes & Methodologies
1 5 (100.00%) Analytics
1 5 (100.00%) Predictive Analytics
2 4 (80.00%) Machine Learning
2 4 (80.00%) Mathematics
2 4 (80.00%) Statistics
3 3 (60.00%) Decision Tree
3 3 (60.00%) Logistic Regression
3 3 (60.00%) Neural Network
3 3 (60.00%) Operations Research
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Cluster Analysis
4 1 (20.00%) Complexity Analysis
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Cleansing
4 1 (20.00%) Data Conversion
4 1 (20.00%) Data Integration
4 1 (20.00%) Data Modelling
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) Mentoring
4 1 (20.00%) Use Case
Programming Languages
1 5 (100.00%) SQL
2 4 (80.00%) Python
2 4 (80.00%) R
3 3 (60.00%) C#
3 3 (60.00%) C++
3 3 (60.00%) Java
3 3 (60.00%) MATLAB
3 3 (60.00%) Perl
4 1 (20.00%) Scala
Qualifications
1 3 (60.00%) PhD
2 1 (20.00%) SC Cleared
2 1 (20.00%) Security Cleared
Vendors
1 1 (20.00%) Microsoft