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 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / West Midlands
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 215 235 228
Rank change year-on-year +20 -7  
Permanent jobs citing Data Mining 14 6 5
As % of all permanent IT jobs advertised in the West Midlands 0.27% 0.097% 0.088%
As % of the Database & Business Intelligence category 0.91% 0.37% 0.28%
Number of salaries quoted 12 6 0
Median salary £30,500 £46,250 -
Median salary % change year-on-year -34.05% -  
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

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 1538 1618 1765
As % of all permanent IT job vacancies advertised in the West Midlands 29.93% 26.23% 31.04%
Number of salaries quoted 3168 2931 3661
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £27,500 £25,250 £24,000
10% offered a salary of more than £58,750 £56,500 £61,250
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in the West Midlands

Job postings citing Data Mining as a percentage of all IT jobs advertised in the West Midlands.

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 28 June 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 28 June 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
Coventry - 6 £35,000 - 3
Warwickshire +9 3 £25,500 -44.86%
Worcestershire - 2 £23,500 -
Birmingham +10 1 £29,000 -13.43% 2
Data Mining
England

For the 6 months to 28 June 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 13 (46.43%) SQL
2 10 (35.71%) Degree
3 9 (32.14%) Finance
3 9 (32.14%) Data Analysis
3 9 (32.14%) HTML
3 9 (32.14%) MySQL
4 8 (28.57%) Linux
4 8 (28.57%) JavaScript
4 8 (28.57%) SAS
4 8 (28.57%) Business Intelligence
5 7 (25.00%) Tableau
6 6 (21.43%) jQuery
6 6 (21.43%) Computer Science
6 6 (21.43%) Retail
6 6 (21.43%) LAMP
6 6 (21.43%) Microsoft Excel
6 6 (21.43%) PHP
6 6 (21.43%) CSS
6 6 (21.43%) Analytical Skills
6 6 (21.43%) SDLC
7 5 (17.86%) Analytics
7 5 (17.86%) Java
7 5 (17.86%) MicroStrategy
7 5 (17.86%) SPSS
7 5 (17.86%) MongoDB
8 4 (14.29%) Marketing
8 4 (14.29%) Agile Software Development
8 4 (14.29%) BusinessObjects
8 4 (14.29%) Python
8 4 (14.29%) C#

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 8 (28.57%) SAS
2 2 (7.14%) Apache
3 1 (3.57%) Apache Pig
3 1 (3.57%) Apache Solr
3 1 (3.57%) Apache Spark
3 1 (3.57%) Elasticsearch
Applications
1 6 (21.43%) Microsoft Excel
2 5 (17.86%) SPSS
Communications & Networking
1 1 (3.57%) SMS
Database & Business Intelligence
1 9 (32.14%) MySQL
2 5 (17.86%) MongoDB
3 4 (14.29%) BusinessObjects
4 3 (10.71%) Apache Cassandra
4 3 (10.71%) NoSQL
4 3 (10.71%) SAS EBI
5 2 (7.14%) Big Data
5 2 (7.14%) BusinessObjects Business Intelligence
5 2 (7.14%) Data Warehouse
5 2 (7.14%) Hadoop
5 2 (7.14%) OLAP
5 2 (7.14%) PostgreSQL
5 2 (7.14%) SQL Server
6 1 (3.57%) Base SAS
6 1 (3.57%) Oracle OLAP
6 1 (3.57%) QlikView
6 1 (3.57%) SAS Enterprise Guide
6 1 (3.57%) SQL Server Integration Services
6 1 (3.57%) SQL Server Reporting Services
6 1 (3.57%) Text Mining
Development Applications
1 2 (7.14%) Git (software)
1 2 (7.14%) Jenkins
2 1 (3.57%) JUnit
2 1 (3.57%) TestNG
General
1 9 (32.14%) Finance
2 6 (21.43%) Retail
3 4 (14.29%) Marketing
4 2 (7.14%) Back Office
5 1 (3.57%) Billing
5 1 (3.57%) Legal
Job Titles
1 14 (50.00%) Analyst
2 11 (39.29%) Developer
3 7 (25.00%) Junior
3 7 (25.00%) Junior Developer
4 6 (21.43%) MySQL Developer
4 6 (21.43%) PHP Developer
4 6 (21.43%) PHP MySQL Developer
4 6 (21.43%) Software Developer
5 5 (17.86%) Data Analyst
5 5 (17.86%) Junior PHP Developer
5 5 (17.86%) Junior Software Developer
6 4 (14.29%) Business Intelligence Analyst
6 4 (14.29%) Insight Analyst
6 4 (14.29%) SAS Analyst
7 3 (10.71%) Data Mining Analyst
7 3 (10.71%) SAS BI Analyst
7 3 (10.71%) SPSS Analyst
7 3 (10.71%) SPSS Data Analyst
7 3 (10.71%) SQL Analyst
7 3 (10.71%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (32.14%) HTML
2 6 (21.43%) CSS
2 6 (21.43%) jQuery
2 6 (21.43%) LAMP
3 3 (10.71%) HTML5
3 3 (10.71%) Natural Language Processing
4 2 (7.14%) Django
4 2 (7.14%) Flask
4 2 (7.14%) Lucene
4 2 (7.14%) Node.js
4 2 (7.14%) React
4 2 (7.14%) RESTful
5 1 (3.57%) Regular Expression
5 1 (3.57%) Samza
Miscellaneous
1 6 (21.43%) Analytical Skills
1 6 (21.43%) Computer Science
2 3 (10.71%) User Experience
3 2 (7.14%) Linux Command Line
4 1 (3.57%) Algorithms
4 1 (3.57%) Fintech
4 1 (3.57%) FMCG
Operating Systems
1 8 (28.57%) Linux
Processes & Methodologies
1 9 (32.14%) Data Analysis
2 8 (28.57%) Business Intelligence
3 6 (21.43%) SDLC
4 5 (17.86%) Analytics
5 4 (14.29%) Agile Software Development
6 3 (10.71%) Business Analytics
6 3 (10.71%) Data Extraction
6 3 (10.71%) Data Migration
6 3 (10.71%) ETL
6 3 (10.71%) Machine Learning
6 3 (10.71%) Migration
6 3 (10.71%) Project Management
6 3 (10.71%) Scrum
6 3 (10.71%) Statistics
6 3 (10.71%) TDD
7 2 (7.14%) Business Transformation
7 2 (7.14%) Coaching
7 2 (7.14%) Data Visualisation
7 2 (7.14%) Mentoring
7 2 (7.14%) User Stories
Programming Languages
1 13 (46.43%) SQL
2 8 (28.57%) JavaScript
3 6 (21.43%) PHP
4 5 (17.86%) Java
5 4 (14.29%) C#
5 4 (14.29%) C++
5 4 (14.29%) Python
5 4 (14.29%) VBA
6 3 (10.71%) HiveQL
7 2 (7.14%) Scala
8 1 (3.57%) PL/SQL
8 1 (3.57%) R
8 1 (3.57%) T-SQL
8 1 (3.57%) VB
Qualifications
1 10 (35.71%) Degree
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
2 1 (3.57%) QA
System Software
1 2 (7.14%) Docker
2 1 (3.57%) Apache ZooKeeper
2 1 (3.57%) HDFS
Systems Management
1 1 (3.57%) Hadoop YARN
Vendors
1 7 (25.00%) Tableau
2 5 (17.86%) MicroStrategy
3 2 (7.14%) Alteryx
3 2 (7.14%) Microsoft
3 2 (7.14%) Salesforce.com
4 1 (3.57%) Oracle
4 1 (3.57%) Vertica
Birmingham, West Midlands (County)
Redrock Consulting Ltd
Salary: £30000.00 per annum
Posted: Yesterday
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 6 days ago
Coventry
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £34000.00 per annum
Posted: 14 days ago
Birmingham
Robert Walters UK
Salary: £28000 - £30000 per annum
Posted: 26 days ago
Coventry
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £34000.00 per annum
Posted: 27 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 76,830 per year + Benefits
Posted: 23 days ago