The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / West Midlands
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 196 239 200
Rank change year-on-year +43 -39  
Permanent jobs citing Data Mining 14 2 21
As % of all permanent IT jobs advertised in the West Midlands 0.29% 0.032% 0.41%
As % of the Database & Business Intelligence category 0.98% 0.12% 1.18%
Number of salaries quoted 13 2 15
Median salary £31,000 £27,500 £50,000
Median salary % change year-on-year +12.72% -45.00%  
90% offered a salary of more than £25,500 £27,500 £36,500
10% offered a salary of more than £42,500 £27,500 £57,500
UK excluding London median salary £45,000 £41,250 £40,000
% change year-on-year +9.09% +3.12%  

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 the West Midlands with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
West Midlands
Permanent job vacancies with a requirement for database and business intelligence skills 1427 1651 1775
As % of all permanent IT job vacancies advertised in the West Midlands 29.79% 26.72% 34.96%
Number of salaries quoted 1242 1421 1561
Median salary £40,000 £42,000 £40,000
Median salary % change year-on-year -4.76% +5.00%  
90% offered a salary of more than £30,000 £29,500 £25,000
10% offered a salary of more than £56,500 £52,600 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands 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 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 in the West Midlands.

Salary trend for Data Mining in the West Midlands

Data Mining
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Mining in the West Midlands over the 3 months to 29 March 2017.

Salary histogram for Data Mining 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 29 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
Birmingham +25 5 £37,500 +36.36%
Warwickshire - 3 £25,500 - 2
Coventry - 2 £42,500 -
Solihull - 2 £30,000 -
Staffordshire - 1 £32,500 -
Data Mining
England

For the 6 months to 29 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 West Midlands region with a requirement for Data Mining.

1 17 (77.27%) SQL
2 11 (50.00%) MySQL
2 11 (50.00%) Linux
3 10 (45.45%) JavaScript
3 10 (45.45%) MongoDB
4 9 (40.91%) Agile Software Development
5 8 (36.36%) TDD
5 8 (36.36%) Scrum
5 8 (36.36%) Python
5 8 (36.36%) Apache Cassandra
5 8 (36.36%) NoSQL
5 8 (36.36%) Natural Language Processing
5 8 (36.36%) User Experience
6 7 (31.82%) Microservices
6 7 (31.82%) Docker
6 7 (31.82%) Flask
6 7 (31.82%) React
6 7 (31.82%) Mentoring
6 7 (31.82%) Machine Learning
6 7 (31.82%) Jenkins
6 7 (31.82%) User Stories
6 7 (31.82%) Node.js
6 7 (31.82%) PostgreSQL
6 7 (31.82%) Django
6 7 (31.82%) Unit Testing
6 7 (31.82%) Continuous Integration
6 7 (31.82%) Git (software)
6 7 (31.82%) RESTful
6 7 (31.82%) CRM
6 7 (31.82%) SOA

Data Mining
Co-occurring 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 6 (27.27%) SAS
2 2 (9.09%) Apache
3 1 (4.55%) Apache Pig
3 1 (4.55%) Apache Solr
3 1 (4.55%) Apache Spark
3 1 (4.55%) Elasticsearch
Applications
1 2 (9.09%) SPSS
2 1 (4.55%) MS Excel
Database & Business Intelligence
1 11 (50.00%) MySQL
2 10 (45.45%) MongoDB
3 8 (36.36%) Apache Cassandra
3 8 (36.36%) NoSQL
4 7 (31.82%) PostgreSQL
5 4 (18.18%) SQL Server
6 2 (9.09%) Big Data
6 2 (9.09%) Data Warehouse
6 2 (9.09%) Hadoop
6 2 (9.09%) OLAP
6 2 (9.09%) Oracle Database
7 1 (4.55%) Flink
7 1 (4.55%) Impala
7 1 (4.55%) OLAP Cube
7 1 (4.55%) Pentaho
7 1 (4.55%) Power BI
7 1 (4.55%) Relational Database
7 1 (4.55%) Riak
7 1 (4.55%) SAS Data Integration Studio
7 1 (4.55%) SQL Server 2008
Development Applications
1 7 (31.82%) Git (software)
1 7 (31.82%) Jenkins
2 1 (4.55%) JUnit
2 1 (4.55%) TestNG
General
1 7 (31.82%) Back Office
1 7 (31.82%) Finance
2 4 (18.18%) Marketing
3 3 (13.64%) Retail
4 1 (4.55%) Billing
4 1 (4.55%) Legal
Job Titles
1 7 (31.82%) Python Software Engineer
1 7 (31.82%) Senior Software Engineer
1 7 (31.82%) Software Engineer
2 6 (27.27%) Analyst
2 6 (27.27%) Developer
3 4 (18.18%) Insight Analyst
3 4 (18.18%) Junior
3 4 (18.18%) Junior Developer
4 3 (13.64%) Junior PHP Developer
4 3 (13.64%) Junior Software Developer
4 3 (13.64%) MySQL Developer
4 3 (13.64%) PHP Developer
4 3 (13.64%) PHP MySQL Developer
4 3 (13.64%) Software Developer
4 3 (13.64%) SQL Analyst
5 2 (9.09%) Business Intelligence Developer
5 2 (9.09%) DBA
5 2 (9.09%) SAS Analyst
5 2 (9.09%) SQL Data Analyst
5 2 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (36.36%) Natural Language Processing
2 7 (31.82%) Django
2 7 (31.82%) Flask
2 7 (31.82%) Node.js
2 7 (31.82%) React
2 7 (31.82%) RESTful
3 3 (13.64%) CSS
3 3 (13.64%) HTML
3 3 (13.64%) jQuery
3 3 (13.64%) LAMP
4 2 (9.09%) Lucene
5 1 (4.55%) Regular Expression
5 1 (4.55%) Samza
Miscellaneous
1 8 (36.36%) User Experience
2 5 (22.73%) Analytical Skills
2 5 (22.73%) Linux Command Line
3 3 (13.64%) Computer Science
4 1 (4.55%) Fintech
4 1 (4.55%) Replication
Operating Systems
1 11 (50.00%) Linux
2 1 (4.55%) AIX
2 1 (4.55%) HPUX
2 1 (4.55%) Red Hat Enterprise Linux
2 1 (4.55%) Unix
2 1 (4.55%) Windows
2 1 (4.55%) Windows Server
2 1 (4.55%) Windows Server 2008
Processes & Methodologies
1 9 (40.91%) Agile Software Development
2 8 (36.36%) Scrum
2 8 (36.36%) TDD
3 7 (31.82%) Artificial Intelligence
3 7 (31.82%) Automated Testing
3 7 (31.82%) Continuous Integration
3 7 (31.82%) CRM
3 7 (31.82%) Machine Learning
3 7 (31.82%) Mentoring
3 7 (31.82%) Microservices
3 7 (31.82%) SOA
3 7 (31.82%) Software Engineering
3 7 (31.82%) Speech Recognition
3 7 (31.82%) Unit Testing
3 7 (31.82%) User Stories
4 5 (22.73%) Data Analysis
5 3 (13.64%) Analytics
5 3 (13.64%) Business Intelligence
5 3 (13.64%) ETL
5 3 (13.64%) SDLC
Programming Languages
1 17 (77.27%) SQL
2 10 (45.45%) JavaScript
3 8 (36.36%) Python
4 3 (13.64%) PHP
5 2 (9.09%) Java
5 2 (9.09%) PL/SQL
5 2 (9.09%) Scala
5 2 (9.09%) T-SQL
6 1 (4.55%) Bash Shell
6 1 (4.55%) Korn
6 1 (4.55%) R
6 1 (4.55%) Shell Script
6 1 (4.55%) VBA
Qualifications
1 5 (22.73%) Degree
Quality Assurance & Compliance
1 2 (9.09%) Data Quality
2 1 (4.55%) QA
System Software
1 7 (31.82%) Docker
2 1 (4.55%) Apache ZooKeeper
2 1 (4.55%) HDFS
Systems Management
1 1 (4.55%) Hadoop YARN
1 1 (4.55%) Oracle Enterprise Manager
1 1 (4.55%) Oracle RMAN
Vendors
1 7 (31.82%) Salesforce.com
2 3 (13.64%) Oracle
3 2 (9.09%) Tableau
4 1 (4.55%) Microsoft
4 1 (4.55%) Red Hat
4 1 (4.55%) Vertica
Warwick, Warwickshire
Verticality Ltd
Salary: £23000 - £28000 per annum
Posted: 16 hours ago
Warwickshire
Verticality Ltd
Salary: £18000 - £21000 per annum, Benefits Benefits
Posted: 4 days ago