The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South East / Berkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 166 184 213
Rank change year-on-year +18 +29  
Permanent jobs citing Data Mining 16 23 11
As % of all permanent IT jobs advertised in Berkshire 0.48% 0.51% 0.22%
As % of the Database & Business Intelligence category 1.80% 1.93% 0.81%
Number of salaries quoted 9 23 7
Median salary £55,000 £78,500 £40,000
Median salary % change year-on-year -29.93% +96.25%  
90% offered a salary of more than £52,600 £57,500 £36,000
10% offered a salary of more than £70,000 £82,500 £85,000
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 Berkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Berkshire
Permanent job vacancies with a requirement for database and business intelligence skills 889 1194 1364
As % of all permanent IT job vacancies advertised in Berkshire 26.83% 26.36% 26.98%
Number of salaries quoted 735 1072 1097
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00%  
90% offered a salary of more than £32,500 £34,000 £32,500
10% offered a salary of more than £70,000 £67,500 £67,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Berkshire.

Salary trend for Data Mining in Berkshire

Data Mining
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Mining in Berkshire over the 3 months to 27 June 2017.

Salary histogram for Data Mining 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 27 June 2017. 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 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
Wokingham +27 6 £55,000 -15.38%
Reading +26 5 £70,000 +21.73%
Maidenhead - 1 - -
Newbury - 1 £43,000 -
Data Mining
South East

For the 6 months to 27 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 Berkshire region with a requirement for Data Mining.

1 27 (67.50%) Oracle
2 25 (62.50%) SQL
3 23 (57.50%) Big Data
4 22 (55.00%) Visualisation
4 22 (55.00%) Data Visualisation
5 20 (50.00%) NoSQL
6 19 (47.50%) Analytics
7 17 (42.50%) Degree
7 17 (42.50%) Actionable Insight
8 16 (40.00%) Data Management
9 15 (37.50%) ETL
9 15 (37.50%) Hadoop
9 15 (37.50%) Relational Database
9 15 (37.50%) Machine Learning
10 14 (35.00%) HBase
10 14 (35.00%) Mentoring
10 14 (35.00%) Algorithms
10 14 (35.00%) Virtual Team
10 14 (35.00%) Social Media
10 14 (35.00%) Statistics
10 14 (35.00%) Master's Degree
11 13 (32.50%) Data Modelling
12 12 (30.00%) Data Warehouse
12 12 (30.00%) SQL Server
13 11 (27.50%) Data Analytics
14 10 (25.00%) Data Quality
14 10 (25.00%) SAP
14 10 (25.00%) T-SQL
15 8 (20.00%) SAP BW
15 8 (20.00%) SAP SD

Data Mining
Co-occurring 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 7 (17.50%) Apache Spark
2 4 (10.00%) SAS
3 2 (5.00%) SharePoint
4 1 (2.50%) Apache
Applications
1 1 (2.50%) SPSS
Business Applications
1 8 (20.00%) SAP CO
1 8 (20.00%) SAP FI
1 8 (20.00%) SAP FI/CO
1 8 (20.00%) SAP FSCM
1 8 (20.00%) SAP MM
1 8 (20.00%) SAP PS
1 8 (20.00%) SAP SD
Cloud Services
1 2 (5.00%) Cortana Intelligence Suite
1 2 (5.00%) Microsoft Azure
Database & Business Intelligence
1 23 (57.50%) Big Data
2 20 (50.00%) NoSQL
3 15 (37.50%) Hadoop
3 15 (37.50%) Relational Database
4 14 (35.00%) HBase
5 12 (30.00%) Data Warehouse
5 12 (30.00%) SQL Server
6 8 (20.00%) SAP BW
7 6 (15.00%) Apache Hive
7 6 (15.00%) BusinessObjects
7 6 (15.00%) KNIME
7 6 (15.00%) OLTP
7 6 (15.00%) Qlik Sense
7 6 (15.00%) Spotfire
8 4 (10.00%) SAP Data Services
9 3 (7.50%) Power BI
10 2 (5.00%) Azure SQL Database
10 2 (5.00%) Oracle Database
10 2 (5.00%) SAP HANA
10 2 (5.00%) SQL Server Analysis Services
General
1 6 (15.00%) Pharmaceutical
2 4 (10.00%) Telecoms
3 3 (7.50%) Finance
3 3 (7.50%) Retail
4 1 (2.50%) Automotive
Job Titles
1 12 (30.00%) Data Scientist
2 11 (27.50%) Data Engineer
3 10 (25.00%) Analyst
4 6 (15.00%) Big Data Engineer
4 6 (15.00%) Data Analyst
4 6 (15.00%) ETL Analyst
4 6 (15.00%) SAP Analyst
4 6 (15.00%) SAP Data Analyst
5 5 (12.50%) SQL Analyst
5 5 (12.50%) SQL Data Analyst
5 5 (12.50%) SQL Server Analyst
6 4 (10.00%) Business Intelligence Analyst
6 4 (10.00%) SAP Engineer
7 2 (5.00%) Business Consultant
7 2 (5.00%) Business Intelligence Consultant
7 2 (5.00%) Consultant
7 2 (5.00%) Microsoft BI Consultant
7 2 (5.00%) Microsoft Consultant
7 2 (5.00%) Senior Analyst
7 2 (5.00%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 8 (20.00%) scikit-learn
2 7 (17.50%) Natural Language Processing
3 6 (15.00%) Kafka
3 6 (15.00%) REST
3 6 (15.00%) Web Services
4 1 (2.50%) MLlib
4 1 (2.50%) UIMA
Miscellaneous
1 14 (35.00%) Algorithms
1 14 (35.00%) Social Media
1 14 (35.00%) Virtual Team
2 6 (15.00%) Life Science
3 2 (5.00%) Computer Science
4 1 (2.50%) Analytical Skills
4 1 (2.50%) Data Structures
Processes & Methodologies
1 22 (55.00%) Data Visualisation
1 22 (55.00%) Visualisation
2 19 (47.50%) Analytics
3 17 (42.50%) Actionable Insight
4 16 (40.00%) Data Management
5 15 (37.50%) ETL
5 15 (37.50%) Machine Learning
6 14 (35.00%) Mentoring
6 14 (35.00%) Statistics
7 13 (32.50%) Data Modelling
8 11 (27.50%) Data Analytics
9 8 (20.00%) Data Analysis
9 8 (20.00%) Data Cleansing
9 8 (20.00%) Statistical Analysis
10 7 (17.50%) Mathematics
11 6 (15.00%) Agile Software Development
11 6 (15.00%) Biology
11 6 (15.00%) Chemistry
11 6 (15.00%) Regression Testing
11 6 (15.00%) Software Engineering
Programming Languages
1 25 (62.50%) SQL
2 10 (25.00%) T-SQL
3 7 (17.50%) Python
3 7 (17.50%) R
4 6 (15.00%) ABAP
5 2 (5.00%) PL/SQL
6 1 (2.50%) Java
6 1 (2.50%) MATLAB
Qualifications
1 17 (42.50%) Degree
2 14 (35.00%) Master's Degree
3 2 (5.00%) Computer Science Degree
3 2 (5.00%) ITIL Foundation Certificate
3 2 (5.00%) PhD
3 2 (5.00%) SC Cleared
3 2 (5.00%) Security Cleared
Quality Assurance & Compliance
1 10 (25.00%) Data Quality
2 6 (15.00%) QA
Vendors
1 27 (67.50%) Oracle
2 10 (25.00%) SAP
3 7 (17.50%) Tableau
4 3 (7.50%) Intel
5 2 (5.00%) Microsoft
6 1 (2.50%) Cloudera
6 1 (2.50%) IBM