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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Mining
South East / Berkshire
Rank 162 200 -
Rank change year-on-year +38 -  
Permanent jobs citing Data Mining 22 23 0
As % of all permanent IT jobs advertised in Berkshire 0.66% 0.46% -
As % of the Database & Business Intelligence category 2.58% 1.67% -
Number of salaries quoted 12 16 0
Median salary £65,000 £55,000 -
Median salary % change year-on-year +18.18% -  
UK excluding London median salary £47,250 £42,500 £42,500
% change year-on-year +11.17% -  

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 852 1377 1243
As % of all permanent IT job vacancies advertised in Berkshire 25.63% 27.76% 23.44%
Number of salaries quoted 706 1177 1031
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 £34,000 £32,500 £30,500
10% offered a salary of more than £65,000 £70,000 £67,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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 22 March 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 22 March 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
Reading +31 9 - - 2
Slough - 6 £65,000 -
Wokingham - 4 £53,750 -
Maidenhead - 3 £54,250 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Berkshire

For the 6 months to 22 March 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 18 (60.00%) Oracle
2 16 (53.33%) SQL
3 15 (50.00%) NoSQL
3 15 (50.00%) Big Data
4 14 (46.67%) Data Visualisation
4 14 (46.67%) Visualisation
4 14 (46.67%) Degree
5 12 (40.00%) Statistics
5 12 (40.00%) Analytics
5 12 (40.00%) Data Management
5 12 (40.00%) Actionable Insight
6 11 (36.67%) Machine Learning
7 10 (33.33%) Relational Database
7 10 (33.33%) Mentoring
7 10 (33.33%) Hadoop
8 9 (30.00%) Social Media
8 9 (30.00%) Mathematics
8 9 (30.00%) Algorithms
8 9 (30.00%) HBase
8 9 (30.00%) Virtual Team
9 8 (26.67%) SQL Server
9 8 (26.67%) Data Modelling
10 7 (23.33%) ETL
10 7 (23.33%) Data Quality
10 7 (23.33%) Tableau
11 6 (20.00%) Natural Language Processing
11 6 (20.00%) Deep Learning
11 6 (20.00%) KNIME
11 6 (20.00%) Chemistry
11 6 (20.00%) Biology

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 4 (13.33%) Apache Spark
2 1 (3.33%) Oracle SOA Suite
Applications
1 1 (3.33%) MS Excel
Business Applications
1 2 (6.67%) SAP CO
1 2 (6.67%) SAP FI
1 2 (6.67%) SAP FI/CO
1 2 (6.67%) SAP FSCM
1 2 (6.67%) SAP MM
1 2 (6.67%) SAP PS
1 2 (6.67%) SAP SD
Database & Business Intelligence
1 15 (50.00%) Big Data
1 15 (50.00%) NoSQL
2 10 (33.33%) Hadoop
2 10 (33.33%) Relational Database
3 9 (30.00%) HBase
4 8 (26.67%) SQL Server
5 6 (20.00%) Data Warehouse
5 6 (20.00%) KNIME
5 6 (20.00%) Spotfire
6 4 (13.33%) Apache Hive
6 4 (13.33%) OLTP
6 4 (13.33%) Qlik Sense
7 2 (6.67%) BusinessObjects
7 2 (6.67%) Oracle Database
7 2 (6.67%) QlikView
7 2 (6.67%) SAP BW
7 2 (6.67%) SAP HANA
8 1 (3.33%) SQL Server 2005
8 1 (3.33%) SQL Server 2008
8 1 (3.33%) SQL Server Integration Services
Development Applications
1 1 (3.33%) Team Foundation Server
General
1 6 (20.00%) Pharmaceutical
2 5 (16.67%) Finance
3 1 (3.33%) Automotive
3 1 (3.33%) Marketing
3 1 (3.33%) Publishing
Job Titles
1 11 (36.67%) Analyst
2 9 (30.00%) Data Scientist
3 7 (23.33%) Data Analyst
4 4 (13.33%) Big Data Engineer
4 4 (13.33%) Data Engineer
4 4 (13.33%) ETL Analyst
4 4 (13.33%) SAP Analyst
4 4 (13.33%) SAP Data Analyst
5 3 (10.00%) SQL Analyst
5 3 (10.00%) SQL Data Analyst
5 3 (10.00%) SQL Server Analyst
6 2 (6.67%) Analyst Developer
6 2 (6.67%) Developer
6 2 (6.67%) Senior Analyst
6 2 (6.67%) Senior Data Analyst
6 2 (6.67%) Test Analyst
6 2 (6.67%) Test Data Analyst
7 1 (3.33%) Architect
7 1 (3.33%) Business Analyst
7 1 (3.33%) DBA
Libraries, Frameworks & Software Standards
1 6 (20.00%) Natural Language Processing
2 5 (16.67%) scikit-learn
3 4 (13.33%) Kafka
3 4 (13.33%) REST
3 4 (13.33%) Web Services
4 1 (3.33%) COM
Miscellaneous
1 9 (30.00%) Algorithms
1 9 (30.00%) Social Media
1 9 (30.00%) Virtual Team
2 6 (20.00%) Life Science
3 4 (13.33%) Analytical Skills
4 3 (10.00%) Computer Science
5 2 (6.67%) Management Information System
6 1 (3.33%) iSeries
Operating Systems
1 1 (3.33%) Windows
1 1 (3.33%) Windows Server
Processes & Methodologies
1 14 (46.67%) Data Visualisation
1 14 (46.67%) Visualisation
2 12 (40.00%) Actionable Insight
2 12 (40.00%) Analytics
2 12 (40.00%) Data Management
2 12 (40.00%) Statistics
3 11 (36.67%) Machine Learning
4 10 (33.33%) Mentoring
5 9 (30.00%) Mathematics
6 8 (26.67%) Data Modelling
7 7 (23.33%) ETL
8 6 (20.00%) Biology
8 6 (20.00%) Chemistry
8 6 (20.00%) Data Analysis
8 6 (20.00%) Deep Learning
8 6 (20.00%) Predictive Modelling
8 6 (20.00%) Signal Processing
9 5 (16.67%) Agile Software Development
9 5 (16.67%) Business Intelligence
9 5 (16.67%) Statistical Analysis
Programming Languages
1 16 (53.33%) SQL
2 6 (20.00%) Python
2 6 (20.00%) R
3 5 (16.67%) T-SQL
4 4 (13.33%) ABAP
5 3 (10.00%) PL/SQL
6 2 (6.67%) Java
Qualifications
1 14 (46.67%) Degree
2 2 (6.67%) ITIL Foundation Certificate
2 2 (6.67%) PhD
3 1 (3.33%) MCSA
3 1 (3.33%) Microsoft Certification
Quality Assurance & Compliance
1 7 (23.33%) Data Quality
2 5 (16.67%) QA
System Software
1 1 (3.33%) Active Directory
Systems Management
1 2 (6.67%) HP Quality Center
Vendors
1 18 (60.00%) Oracle
2 7 (23.33%) Tableau
3 4 (13.33%) SAP
4 2 (6.67%) HP
4 2 (6.67%) Informatica
4 2 (6.67%) Microsoft
5 1 (3.33%) Cognos
5 1 (3.33%) Marketo
5 1 (3.33%) Salesforce.com
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 5 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 5 days ago
Newbury, Berkshire
Vodafone
Posted: 22 days ago