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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 231 196 226
Rank change year-on-year
-35 +30
Permanent jobs citing Data Mining 3 17 10
As % of all permanent IT jobs located in the West Midlands 0.055% 0.33% 0.17%
As % of the Database & Business Intelligence category 0.20% 1.11% 0.50%
Number of salaries quoted 1 12 9
Median salary £50,000 £27,250 £37,500
Median salary % change year-on-year
+83.48% -27.33%
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
1531 1528 2001
As % of all permanent IT jobs located in the West Midlands 27.93% 29.81% 34.81%
Number of salaries quoted 1278 1317 1766
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
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 3 December 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
Birmingham -14 2 - -
Warwickshire +2 1 £50,000 +85.18%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 3 December 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 15 (75.00%) SQL
2 10 (50.00%) SQL Server
2 10 (50.00%) Python
2 10 (50.00%) Analytical Skills
3 8 (40.00%) Business Intelligence
4 6 (30.00%) CRM
4 6 (30.00%) Data Quality
5 5 (25.00%) MongoDB
5 5 (25.00%) Apache Cassandra
5 5 (25.00%) R
5 5 (25.00%) Data Visualisation
5 5 (25.00%) Node.js
5 5 (25.00%) Natural Language Processing
5 5 (25.00%) Tableau
5 5 (25.00%) Visualisation
5 5 (25.00%) Netezza
5 5 (25.00%) SQL Server Integration Services
5 5 (25.00%) QlikView
5 5 (25.00%) Django
5 5 (25.00%) Unit Testing
5 5 (25.00%) Continuous Integration
5 5 (25.00%) Dimensional Modelling
5 5 (25.00%) Data Cleansing
5 5 (25.00%) Git (software)
5 5 (25.00%) RESTful
5 5 (25.00%) Microservices
5 5 (25.00%) React
5 5 (25.00%) Information Exploitation
5 5 (25.00%) Relational Database
5 5 (25.00%) 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 3 (15.00%) Apache Pig
2 2 (10.00%) SAS
Applications
1 3 (15.00%) MS Excel
2 2 (10.00%) Spreadsheet
2 2 (10.00%) SPSS
Business Applications
1 1 (5.00%) Dynamics CRM
Database & Business Intelligence
1 10 (50.00%) SQL Server
2 5 (25.00%) Apache Cassandra
2 5 (25.00%) MongoDB
2 5 (25.00%) MySQL
2 5 (25.00%) PostgreSQL
2 5 (25.00%) QlikView
2 5 (25.00%) Relational Database
2 5 (25.00%) SQL Server Integration Services
2 5 (25.00%) Star Schema
3 4 (20.00%) NoSQL
4 3 (15.00%) Apache Hive
4 3 (15.00%) Big Data
4 3 (15.00%) Data Warehouse
4 3 (15.00%) Hadoop
4 3 (15.00%) RDBMS
5 2 (10.00%) Oracle Database
5 2 (10.00%) SQL Server 2008
5 2 (10.00%) SQL Server Reporting Services
6 1 (5.00%) Oracle Database 10g
6 1 (5.00%) Oracle Database 11g
Development Applications
1 5 (25.00%) Git (software)
1 5 (25.00%) Jenkins
2 2 (10.00%) ProC
General
1 5 (25.00%) Back Office
2 4 (20.00%) Retail
3 3 (15.00%) Games
4 2 (10.00%) Finance
Job Titles
1 5 (25.00%) Business Intelligence Developer
1 5 (25.00%) Developer
1 5 (25.00%) Python Software Engineer
1 5 (25.00%) Senior Software Engineer
1 5 (25.00%) Software Engineer
2 4 (20.00%) ETL Developer
2 4 (20.00%) SSIS Developer
3 3 (15.00%) Analyst
3 3 (15.00%) Business Intelligence Analyst
3 3 (15.00%) Business Intelligence Data Analyst
3 3 (15.00%) Business Intelligence Lead
3 3 (15.00%) Data Analyst
3 3 (15.00%) Senior Analyst
3 3 (15.00%) Senior Business Intelligence Analyst
3 3 (15.00%) Senior Data Analyst
4 2 (10.00%) Data Scientist
4 2 (10.00%) DBA
4 2 (10.00%) Support Engineer
5 1 (5.00%) 1st Line Engineer
5 1 (5.00%) IT Engineer
Libraries, Frameworks & Software Standards
1 5 (25.00%) Django
1 5 (25.00%) Flask
1 5 (25.00%) Natural Language Processing
1 5 (25.00%) Node.js
1 5 (25.00%) React
1 5 (25.00%) RESTful
Miscellaneous
1 10 (50.00%) Analytical Skills
2 5 (25.00%) Artificial Intelligence
2 5 (25.00%) User Experience
2 5 (25.00%) Visualisation
3 4 (20.00%) Data Integration
4 2 (10.00%) Algorithms
4 2 (10.00%) Mathematics
4 2 (10.00%) Physics
4 2 (10.00%) Statistics
5 1 (5.00%) Replication
Operating Systems
1 1 (5.00%) AIX
1 1 (5.00%) HPUX
1 1 (5.00%) Linux
1 1 (5.00%) Red Hat Enterprise Linux
1 1 (5.00%) Unix
1 1 (5.00%) Windows
1 1 (5.00%) Windows Server
1 1 (5.00%) Windows Server 2008
Processes & Methodologies
1 8 (40.00%) Business Intelligence
2 6 (30.00%) CRM
3 5 (25.00%) Agile Software Development
3 5 (25.00%) Automated Testing
3 5 (25.00%) Continuous Integration
3 5 (25.00%) Data Cleansing
3 5 (25.00%) Data Visualisation
3 5 (25.00%) Dimensional Modelling
3 5 (25.00%) ETL
3 5 (25.00%) Information Exploitation
3 5 (25.00%) Mentoring
3 5 (25.00%) Microservices
3 5 (25.00%) Scrum
3 5 (25.00%) SOA
3 5 (25.00%) Software Engineering
3 5 (25.00%) Speech Recognition
3 5 (25.00%) TDD
3 5 (25.00%) Unit Testing
3 5 (25.00%) User Stories
4 4 (20.00%) Master Data Management
Programming Languages
1 15 (75.00%) SQL
2 10 (50.00%) Python
3 5 (25.00%) JavaScript
3 5 (25.00%) R
4 2 (10.00%) C
4 2 (10.00%) C++
4 2 (10.00%) Java
4 2 (10.00%) MATLAB
4 2 (10.00%) VB
4 2 (10.00%) VBA
5 1 (5.00%) Bash Shell
5 1 (5.00%) Korn
5 1 (5.00%) PL/SQL
5 1 (5.00%) Shell Script
5 1 (5.00%) T-SQL
Qualifications
1 2 (10.00%) PhD
Quality Assurance & Compliance
1 6 (30.00%) Data Quality
System Software
1 5 (25.00%) Docker
Systems Management
1 1 (5.00%) Oracle Enterprise Manager
1 1 (5.00%) Oracle RMAN
Vendors
1 5 (25.00%) Netezza
1 5 (25.00%) Salesforce.com
1 5 (25.00%) Tableau
2 3 (15.00%) Microsoft
3 2 (10.00%) MicroStrategy
3 2 (10.00%) Oracle
4 1 (5.00%) Red Hat
Wolverhampton, West Midlands (County)
FT Select
Salary: From £40,000 to £50,000 per annum + £6,600 car allowance + benefits
Posted: 3 days ago
Coventry
First Utility
Salary: £40,000 - £45,000 + Bonus + Excellent Benefits
Posted: 5 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 5 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 78,320 per year + Benefits
Posted: 11 days ago