The table below looks at the statistics for Data Mining skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 220 221 186
Rank change year-on-year
+1 -35
Permanent jobs citing Data Mining 12 9 31
As % of all permanent IT jobs located in the West Midlands 0.20% 0.15% 0.58%
As % of the Database & Business Intelligence category 0.75% 0.50% 1.66%
Number of salaries quoted 6 4 25
Median salary £45,000 £41,250 £40,000
Median salary % change year-on-year
+9.09% +3.12%
90% offered a salary of more than £30,000 £38,250 £32,500
10% offered a salary of more than £50,000 £47,750 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
England

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 West Midlands region.

Database & Business Intelligence Category
West Midlands
Permanent IT job ads with a match in the
Database & Business Intelligence category
1591 1796 1871
As % of all permanent IT jobs located in the West Midlands 26.31% 30.52% 35.14%
Number of salaries quoted 1313 1540 1584
Median salary £40,000 £39,500 £37,500
Median salary % change year-on-year
+1.26% +5.33%
90% offered a salary of more than £25,000 £26,500 £27,500
10% offered a salary of more than £55,000 £50,000 £52,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Mining
Jobs Demand Trend in the West Midlands

The demand trend of job ads across the West Midlands 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 the West Midlands

Data Mining
Salary Trend in the West Midlands

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

Data Mining Salary Trend in the West Midlands

Data Mining
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Data Mining across the West Midlands region over the 3 months to 27 July 2016.

Data Mining Salary Histogram in the West Midlands

Data Mining
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the West Midlands region over the 3 months to 27 July 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
Warwickshire +13 8 £45,000 -
Birmingham - 2 £17,500 -
Staffordshire -6 1 £50,000 +25.00%
Shropshire - 1 £50,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 27 July 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 West Midlands region with a requirement for Data Mining.

1 13 (61.90%) SQL
2 9 (42.86%) Agile Software Development
2 9 (42.86%) Analytical Skills
3 7 (33.33%) Python
3 7 (33.33%) Scrum
4 6 (28.57%) JavaScript
4 6 (28.57%) User Stories
5 5 (23.81%) Node.js
5 5 (23.81%) Natural Language Processing
5 5 (23.81%) Django
5 5 (23.81%) Git (software)
5 5 (23.81%) RESTful
5 5 (23.81%) MongoDB
5 5 (23.81%) Apache Cassandra
5 5 (23.81%) TDD
5 5 (23.81%) Speech Recognition
5 5 (23.81%) Artificial Intelligence
5 5 (23.81%) Automated Testing
5 5 (23.81%) Software Engineering
5 5 (23.81%) Unit Testing
5 5 (23.81%) Continuous Integration
5 5 (23.81%) CRM
5 5 (23.81%) SOA
5 5 (23.81%) MySQL
5 5 (23.81%) PostgreSQL
5 5 (23.81%) Back Office
5 5 (23.81%) Salesforce.com
5 5 (23.81%) Microservices
5 5 (23.81%) Jenkins
5 5 (23.81%) Docker

Data Mining
Top Related IT Skills in the West Midlands 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 (19.05%) SAS
Applications
1 3 (14.29%) MS Excel
2 2 (9.52%) MS Office
2 2 (9.52%) SPSS
3 1 (4.76%) Spreadsheet
Database & Business Intelligence
1 5 (23.81%) Apache Cassandra
1 5 (23.81%) MongoDB
1 5 (23.81%) MySQL
1 5 (23.81%) PostgreSQL
2 3 (14.29%) Data Warehouse
2 3 (14.29%) OLAP
2 3 (14.29%) Oracle Database
2 3 (14.29%) Oracle Database 10g
2 3 (14.29%) Oracle Database 11g
2 3 (14.29%) Oracle Database 12c
2 3 (14.29%) Oracle OLAP
2 3 (14.29%) SQL Server
2 3 (14.29%) VLDB
3 2 (9.52%) QlikView
4 1 (4.76%) Relational Database
4 1 (4.76%) SQL Server Integration Services
4 1 (4.76%) Star Schema
Development Applications
1 5 (23.81%) Git (software)
1 5 (23.81%) Jenkins
2 3 (14.29%) Team Foundation Server
3 1 (4.76%) ProC
General
1 5 (23.81%) Back Office
2 3 (14.29%) Marketing
3 2 (9.52%) Retail
4 1 (4.76%) Telecoms
Job Titles
1 7 (33.33%) Analyst
2 5 (23.81%) Developer
2 5 (23.81%) Python Software Engineer
2 5 (23.81%) Senior Software Engineer
2 5 (23.81%) Software Engineer
3 3 (14.29%) Oracle Developer
3 3 (14.29%) Performance Analyst
3 3 (14.29%) Senior Developer
3 3 (14.29%) Senior Oracle Developer
4 2 (9.52%) Business Analyst
4 2 (9.52%) Data Scientist
5 1 (4.76%) ETL Developer
5 1 (4.76%) Fraud Data Analyst
5 1 (4.76%) Insight Analyst
5 1 (4.76%) IT Development Manager
5 1 (4.76%) IT Support
5 1 (4.76%) Senior SQL Developer
5 1 (4.76%) Technical Support Engineer
5 1 (4.76%) Web Development Manager
5 1 (4.76%) Web Project Manager
Libraries, Frameworks & Software Standards
1 5 (23.81%) Django
1 5 (23.81%) Flask
1 5 (23.81%) Natural Language Processing
1 5 (23.81%) Node.js
1 5 (23.81%) React
1 5 (23.81%) RESTful
2 1 (4.76%) .NET
2 1 (4.76%) ASP.NET
2 1 (4.76%) ASP.NET Web Forms
2 1 (4.76%) CSS
2 1 (4.76%) HTML
2 1 (4.76%) WinForms
Miscellaneous
1 9 (42.86%) Analytical Skills
2 5 (23.81%) Artificial Intelligence
2 5 (23.81%) User Experience
3 3 (14.29%) Performance Metrics
4 2 (9.52%) Algorithms
4 2 (9.52%) Mathematics
4 2 (9.52%) Physics
4 2 (9.52%) Statistics
4 2 (9.52%) Visualisation
5 1 (4.76%) Data Integration
Operating Systems
1 2 (9.52%) Unix
Processes & Methodologies
1 9 (42.86%) Agile Software Development
2 7 (33.33%) Scrum
3 6 (28.57%) User Stories
4 5 (23.81%) Automated Testing
4 5 (23.81%) Continuous Integration
4 5 (23.81%) CRM
4 5 (23.81%) Mentoring
4 5 (23.81%) Microservices
4 5 (23.81%) SOA
4 5 (23.81%) Software Engineering
4 5 (23.81%) Speech Recognition
4 5 (23.81%) TDD
4 5 (23.81%) Unit Testing
5 4 (19.05%) Asset Management
5 4 (19.05%) Data Analysis
5 4 (19.05%) Stakeholder Management
6 3 (14.29%) Business Analysis
6 3 (14.29%) Network Management
7 2 (9.52%) Machine Learning
7 2 (9.52%) Predictive Modelling
Programming Languages
1 13 (61.90%) SQL
2 7 (33.33%) Python
3 6 (28.57%) JavaScript
4 3 (14.29%) PL/SQL
5 2 (9.52%) C
5 2 (9.52%) C++
5 2 (9.52%) Java
5 2 (9.52%) MATLAB
5 2 (9.52%) R
6 1 (4.76%) C#
6 1 (4.76%) VB
6 1 (4.76%) VB.NET
6 1 (4.76%) VBA
Qualifications
1 2 (9.52%) Degree
1 2 (9.52%) PhD
1 2 (9.52%) Security Cleared
2 1 (4.76%) PRINCE2 Certification
2 1 (4.76%) SC Cleared
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
2 1 (4.76%) QA
System Software
1 5 (23.81%) Docker
Vendors
1 5 (23.81%) Salesforce.com
2 4 (19.05%) Microsoft
3 3 (14.29%) Oracle
4 2 (9.52%) MicroStrategy
4 2 (9.52%) Tableau
5 1 (4.76%) Netezza
5 1 (4.76%) SAP