The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Warwickshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 64 - 77
Rank change year-on-year
- 0
Permanent jobs citing Data Mining 10 0 1
As % of all permanent IT jobs located in Warwickshire 1.61% - 0.14%
As % of the Database & Business Intelligence category 4.98% - 0.40%
Number of salaries quoted 5 0 1
Median salary £50,000 - £37,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
West Midlands

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 Warwickshire region.

Database & Business Intelligence Category
Warwickshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
201 260 248
As % of all permanent IT jobs located in Warwickshire 32.32% 39.82% 34.35%
Number of salaries quoted 168 250 236
Median salary £40,000 £40,000 £35,000
Median salary % change year-on-year
- +14.28%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £50,000 £42,500 £75,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in Warwickshire

The demand trend of job ads across the Warwickshire 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 Warwickshire

Data Mining
Salary Trend in Warwickshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Warwickshire region.

Data Mining Salary Trend in Warwickshire

Data Mining
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Warwickshire region over the 3 months to 28 September 2016. 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
(Click see detailed
statistics and trends)
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
Warwick - 5 - -
Leamington Spa - 4 £50,000 -
Stratford-upon-Avon - 1 £45,000 -
Data Mining
West Midlands

Data Mining
Top 30 Related IT Skills in Warwickshire

For the 6 months to 28 September 2016, 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 Warwickshire region with a requirement for Data Mining.

1 13 (92.86%) SQL
2 10 (71.43%) Python
3 8 (57.14%) Agile Software Development
4 7 (50.00%) Analytical Skills
5 6 (42.86%) User Stories
5 6 (42.86%) Data Warehouse
5 6 (42.86%) Scrum
6 5 (35.71%) Salesforce.com
6 5 (35.71%) Back Office
6 5 (35.71%) SOA
6 5 (35.71%) CRM
6 5 (35.71%) MySQL
6 5 (35.71%) JavaScript
6 5 (35.71%) TDD
6 5 (35.71%) Speech Recognition
6 5 (35.71%) Artificial Intelligence
6 5 (35.71%) Automated Testing
6 5 (35.71%) Software Engineering
6 5 (35.71%) PostgreSQL
6 5 (35.71%) Django
6 5 (35.71%) Unit Testing
6 5 (35.71%) Continuous Integration
6 5 (35.71%) Git (software)
6 5 (35.71%) RESTful
6 5 (35.71%) R
6 5 (35.71%) Node.js
6 5 (35.71%) Natural Language Processing
6 5 (35.71%) MongoDB
6 5 (35.71%) Apache Cassandra
6 5 (35.71%) Tableau

Data Mining
Top Related IT Skills in Warwickshire 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 3 (21.43%) Apache Pig
2 2 (14.29%) SAS
Applications
1 2 (14.29%) SPSS
Database & Business Intelligence
1 6 (42.86%) Data Warehouse
2 5 (35.71%) Apache Cassandra
2 5 (35.71%) MongoDB
2 5 (35.71%) MySQL
2 5 (35.71%) PostgreSQL
3 3 (21.43%) Apache Hive
3 3 (21.43%) Big Data
3 3 (21.43%) Hadoop
3 3 (21.43%) NoSQL
3 3 (21.43%) OLAP
3 3 (21.43%) Oracle Database
3 3 (21.43%) Oracle Database 10g
3 3 (21.43%) Oracle Database 11g
3 3 (21.43%) Oracle Database 12c
3 3 (21.43%) Oracle OLAP
3 3 (21.43%) RDBMS
3 3 (21.43%) Relational Database
3 3 (21.43%) VLDB
Development Applications
1 5 (35.71%) Git (software)
1 5 (35.71%) Jenkins
2 3 (21.43%) Team Foundation Server
General
1 5 (35.71%) Back Office
2 3 (21.43%) Games
3 2 (14.29%) Marketing
Job Titles
1 5 (35.71%) Python Software Engineer
1 5 (35.71%) Senior Software Engineer
1 5 (35.71%) Software Engineer
2 4 (28.57%) Analyst
3 3 (21.43%) Business Intelligence Analyst
3 3 (21.43%) Business Intelligence Data Analyst
3 3 (21.43%) Business Intelligence Lead
3 3 (21.43%) Data Analyst
3 3 (21.43%) Developer
3 3 (21.43%) Oracle Developer
3 3 (21.43%) Senior Analyst
3 3 (21.43%) Senior Business Intelligence Analyst
3 3 (21.43%) Senior Data Analyst
3 3 (21.43%) Senior Developer
3 3 (21.43%) Senior Oracle Developer
4 2 (14.29%) Data Scientist
5 1 (7.14%) PL/SQL Developer
5 1 (7.14%) Senior PL/SQL Developer
5 1 (7.14%) Senior SQL Developer
5 1 (7.14%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (35.71%) Django
1 5 (35.71%) Flask
1 5 (35.71%) Natural Language Processing
1 5 (35.71%) Node.js
1 5 (35.71%) React
1 5 (35.71%) RESTful
Miscellaneous
1 7 (50.00%) Analytical Skills
2 5 (35.71%) Artificial Intelligence
2 5 (35.71%) User Experience
3 2 (14.29%) Algorithms
3 2 (14.29%) Physics
3 2 (14.29%) Statistics
4 1 (7.14%) Visualisation
Operating Systems
1 2 (14.29%) Unix
Processes & Methodologies
1 8 (57.14%) Agile Software Development
2 6 (42.86%) Scrum
2 6 (42.86%) User Stories
3 5 (35.71%) Automated Testing
3 5 (35.71%) Continuous Integration
3 5 (35.71%) CRM
3 5 (35.71%) Mentoring
3 5 (35.71%) Microservices
3 5 (35.71%) SOA
3 5 (35.71%) Software Engineering
3 5 (35.71%) Speech Recognition
3 5 (35.71%) TDD
3 5 (35.71%) Unit Testing
4 3 (21.43%) Analytics
4 3 (21.43%) Business Intelligence
5 2 (14.29%) Machine Learning
5 2 (14.29%) Operations Research
5 2 (14.29%) Predictive Modelling
6 1 (7.14%) Data Mapping
6 1 (7.14%) Systems Analysis
Programming Languages
1 13 (92.86%) SQL
2 10 (71.43%) Python
3 5 (35.71%) JavaScript
3 5 (35.71%) R
4 3 (21.43%) PL/SQL
5 2 (14.29%) C
5 2 (14.29%) C++
5 2 (14.29%) Java
5 2 (14.29%) MATLAB
Qualifications
1 2 (14.29%) PhD
Quality Assurance & Compliance
1 1 (7.14%) QA
System Software
1 5 (35.71%) Docker
Vendors
1 5 (35.71%) Salesforce.com
1 5 (35.71%) Tableau
2 3 (21.43%) Oracle
3 2 (14.29%) MicroStrategy