The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Mining
South East / Berkshire
Rank 176 209 222
Rank change year-on-year
+33 +13
Permanent jobs citing Data Mining 7 17 2
As % of all permanent IT jobs located in Berkshire 0.20% 0.33% 0.037%
As % of the Database & Business Intelligence category 0.76% 1.16% 0.16%
Number of salaries quoted 4 9 2
Median salary £65,000 £40,000 £43,250
Median salary % change year-on-year
+62.50% -7.51%
90% offered a salary of more than £49,250 £40,000 £42,650
10% offered a salary of more than £65,700 £65,000 £43,850
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 Berkshire region.

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
918 1463 1266
As % of all permanent IT jobs located in Berkshire 26.49% 28.74% 23.18%
Number of salaries quoted 786 1265 1044
Median salary £47,500 £48,500 £47,500
Median salary % change year-on-year
-2.06% +2.10%
90% offered a salary of more than £33,500 £32,500 £31,500
10% offered a salary of more than £65,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire 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 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 across the Berkshire region.

Data Mining Salary Trend in Berkshire

Data Mining
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Berkshire region over the 3 months to 21 February 2017.

Data Mining Salary Histogram 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 21 February 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
Maidenhead - 3 £54,250 -
Reading +31 2 - -
Slough - 2 £65,000 - 2
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 21 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 Berkshire region with a requirement for Data Mining.

1 8 (53.33%) SQL
2 7 (46.67%) Oracle
2 7 (46.67%) Degree
3 5 (33.33%) Mathematics
3 5 (33.33%) Finance
3 5 (33.33%) Business Intelligence
4 4 (26.67%) SQL Server
4 4 (26.67%) Data Modelling
4 4 (26.67%) Project Management
4 4 (26.67%) Statistics
4 4 (26.67%) Data Management
4 4 (26.67%) NoSQL
4 4 (26.67%) Big Data
4 4 (26.67%) Analytics
4 4 (26.67%) Analytical Skills
4 4 (26.67%) Actionable Insight
5 3 (20.00%) Mentoring
5 3 (20.00%) Performance Tuning
5 3 (20.00%) Relational Database
5 3 (20.00%) Machine Learning
5 3 (20.00%) Tableau
5 3 (20.00%) Process Improvement
5 3 (20.00%) Data Quality
5 3 (20.00%) Data Visualisation
5 3 (20.00%) Computer Science
5 3 (20.00%) Hadoop
5 3 (20.00%) Visualisation
5 3 (20.00%) Validation
5 3 (20.00%) PL/SQL
5 3 (20.00%) ETL

Data Mining
Top Related 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 1 (6.67%) Apache Spark
1 1 (6.67%) Oracle SOA Suite
Applications
1 1 (6.67%) MS Excel
Database & Business Intelligence
1 4 (26.67%) Big Data
1 4 (26.67%) NoSQL
1 4 (26.67%) SQL Server
2 3 (20.00%) Hadoop
2 3 (20.00%) Relational Database
3 2 (13.33%) Data Warehouse
3 2 (13.33%) HBase
3 2 (13.33%) KNIME
3 2 (13.33%) Oracle Database
3 2 (13.33%) QlikView
3 2 (13.33%) Spotfire
4 1 (6.67%) Apache Hive
4 1 (6.67%) DB2
4 1 (6.67%) Power BI
4 1 (6.67%) SQL Server 2000
4 1 (6.67%) SQL Server 2005
4 1 (6.67%) SQL Server 2008
4 1 (6.67%) SQL Server 2014
4 1 (6.67%) SQL Server Integration Services
4 1 (6.67%) SQL Server Reporting Services
Development Applications
1 1 (6.67%) Team Foundation Server
General
1 5 (33.33%) Finance
2 2 (13.33%) Pharmaceutical
3 1 (6.67%) Automotive
3 1 (6.67%) Marketing
3 1 (6.67%) Publishing
Job Titles
1 7 (46.67%) Analyst
2 3 (20.00%) Data Analyst
2 3 (20.00%) Data Scientist
3 2 (13.33%) Analyst Developer
3 2 (13.33%) Developer
3 2 (13.33%) Test Analyst
3 2 (13.33%) Test Data Analyst
4 1 (6.67%) Applications Support
4 1 (6.67%) Applications Support Analyst
4 1 (6.67%) Architect
4 1 (6.67%) Automation Analyst
4 1 (6.67%) Big Data Engineer
4 1 (6.67%) Business Analyst
4 1 (6.67%) Business Intelligence Analyst
4 1 (6.67%) Business Intelligence Architect
4 1 (6.67%) DBA
4 1 (6.67%) Marketing Analyst
4 1 (6.67%) Project Analyst
4 1 (6.67%) SQL DBA
4 1 (6.67%) Support Analyst
Libraries, Frameworks & Software Standards
1 2 (13.33%) Natural Language Processing
2 1 (6.67%) COM
2 1 (6.67%) Kafka
2 1 (6.67%) REST
2 1 (6.67%) scikit-learn
2 1 (6.67%) Web Services
Miscellaneous
1 4 (26.67%) Analytical Skills
2 3 (20.00%) Computer Science
3 2 (13.33%) Algorithms
3 2 (13.33%) Life Science
3 2 (13.33%) Management Information System
3 2 (13.33%) Social Media
3 2 (13.33%) Virtual Team
4 1 (6.67%) iSeries
Operating Systems
1 1 (6.67%) Windows
1 1 (6.67%) Windows Server
Processes & Methodologies
1 5 (33.33%) Business Intelligence
1 5 (33.33%) Mathematics
2 4 (26.67%) Actionable Insight
2 4 (26.67%) Analytics
2 4 (26.67%) Data Management
2 4 (26.67%) Data Modelling
2 4 (26.67%) Project Management
2 4 (26.67%) Statistics
3 3 (20.00%) Data Visualisation
3 3 (20.00%) ETL
3 3 (20.00%) Machine Learning
3 3 (20.00%) Mentoring
3 3 (20.00%) Performance Tuning
3 3 (20.00%) Process Improvement
3 3 (20.00%) Validation
3 3 (20.00%) Visualisation
4 2 (13.33%) Agile Software Development
4 2 (13.33%) CRM
4 2 (13.33%) Data Analysis
4 2 (13.33%) ITIL
Programming Languages
1 8 (53.33%) SQL
2 3 (20.00%) PL/SQL
3 2 (13.33%) Java
3 2 (13.33%) Python
3 2 (13.33%) R
4 1 (6.67%) T-SQL
Qualifications
1 7 (46.67%) Degree
2 2 (13.33%) ITIL Foundation Certificate
2 2 (13.33%) PhD
3 1 (6.67%) MCSA
3 1 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 2 (13.33%) QA
System Software
1 1 (6.67%) Active Directory
Systems Management
1 2 (13.33%) HP Quality Center
Vendors
1 7 (46.67%) Oracle
2 3 (20.00%) Tableau
3 2 (13.33%) HP
3 2 (13.33%) Informatica
3 2 (13.33%) Microsoft
4 1 (6.67%) Cognos
4 1 (6.67%) Marketo
4 1 (6.67%) Salesforce.com
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: Yesterday
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: Yesterday