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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / West Midlands
Rank 188 223 187
Rank change year-on-year
+35 -36
Permanent jobs citing Data Mining 17 11 27
As % of all permanent IT jobs located in the West Midlands 0.36% 0.19% 0.54%
As % of the Database & Business Intelligence category 1.29% 0.65% 1.58%
Number of salaries quoted 14 11 23
Median salary £39,750 £38,500 £37,500
Median salary % change year-on-year
+3.24% +2.66%
90% offered a salary of more than £30,000 £27,500 £33,000
10% offered a salary of more than £42,500 £63,000 £44,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
1319 1693 1706
As % of all permanent IT jobs located in the West Midlands 28.17% 28.88% 33.91%
Number of salaries quoted 1121 1417 1523
Median salary £40,000 £42,500 £38,000
Median salary % change year-on-year
-5.88% +11.84%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £57,500 £52,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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
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 19 February 2017.

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 19 February 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 - 7 £42,500 - 2
Birmingham +16 6 £32,500 +18.18% 1
Solihull -4 2 £30,000 -22.07%
Staffordshire - 1 £32,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 19 February 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 20 (90.91%) SQL
2 11 (50.00%) NoSQL
3 10 (45.45%) Python
4 9 (40.91%) Agile Software Development
5 8 (36.36%) TDD
5 8 (36.36%) Scrum
5 8 (36.36%) MySQL
5 8 (36.36%) Linux
5 8 (36.36%) Business Intelligence
5 8 (36.36%) MongoDB
5 8 (36.36%) Apache Cassandra
5 8 (36.36%) User Experience
5 8 (36.36%) Analytical Skills
6 7 (31.82%) Microservices
6 7 (31.82%) User Stories
6 7 (31.82%) Docker
6 7 (31.82%) Flask
6 7 (31.82%) React
6 7 (31.82%) Mentoring
6 7 (31.82%) Git (software)
6 7 (31.82%) RESTful
6 7 (31.82%) Node.js
6 7 (31.82%) Natural Language Processing
6 7 (31.82%) Machine Learning
6 7 (31.82%) Jenkins
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%) Salesforce.com

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 5 (22.73%) SAS
2 4 (18.18%) Apache Pig
3 1 (4.55%) Apache
3 1 (4.55%) Apache Spark
3 1 (4.55%) Elasticsearch
Applications
1 1 (4.55%) MS Excel
1 1 (4.55%) SPSS
Database & Business Intelligence
1 11 (50.00%) NoSQL
2 8 (36.36%) Apache Cassandra
2 8 (36.36%) MongoDB
2 8 (36.36%) MySQL
3 7 (31.82%) PostgreSQL
4 5 (22.73%) Data Warehouse
4 5 (22.73%) SQL Server
5 4 (18.18%) Apache Hive
5 4 (18.18%) Big Data
5 4 (18.18%) Hadoop
5 4 (18.18%) Relational Database
6 3 (13.64%) RDBMS
6 3 (13.64%) SQL Server Integration Services
7 2 (9.09%) OLAP
7 2 (9.09%) Oracle Database
7 2 (9.09%) QlikView
7 2 (9.09%) SQL Server Reporting Services
7 2 (9.09%) Star Schema
8 1 (4.55%) Oracle Database 11g
8 1 (4.55%) Riak
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 3 (13.64%) Games
2 3 (13.64%) Marketing
2 3 (13.64%) Retail
3 1 (4.55%) Billing
Job Titles
1 8 (36.36%) Analyst
2 7 (31.82%) Python Software Engineer
2 7 (31.82%) Senior Software Engineer
2 7 (31.82%) Software Engineer
3 5 (22.73%) Developer
4 4 (18.18%) Business Intelligence Developer
4 4 (18.18%) Data Analyst
5 3 (13.64%) Business Intelligence Analyst
5 3 (13.64%) Business Intelligence Data Analyst
5 3 (13.64%) Business Intelligence Lead
5 3 (13.64%) Insight Analyst
5 3 (13.64%) Senior Analyst
5 3 (13.64%) Senior Business Intelligence Analyst
5 3 (13.64%) Senior Data Analyst
6 2 (9.09%) DBA
6 2 (9.09%) SAS Analyst
6 2 (9.09%) SQL Analyst
6 2 (9.09%) SQL Developer
6 2 (9.09%) SSIS Developer
7 1 (4.55%) Business Developer
Libraries, Frameworks & Software Standards
1 7 (31.82%) Django
1 7 (31.82%) Flask
1 7 (31.82%) Natural Language Processing
1 7 (31.82%) Node.js
1 7 (31.82%) React
1 7 (31.82%) RESTful
2 1 (4.55%) Lucene
2 1 (4.55%) Samza
Miscellaneous
1 8 (36.36%) Analytical Skills
1 8 (36.36%) User Experience
2 7 (31.82%) Artificial Intelligence
3 5 (22.73%) Linux Command Line
4 3 (13.64%) Visualisation
5 2 (9.09%) Data Integration
6 1 (4.55%) Data Extraction
6 1 (4.55%) Fintech
6 1 (4.55%) Mathematics
6 1 (4.55%) Replication
Operating Systems
1 8 (36.36%) 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%) Business Intelligence
2 8 (36.36%) Scrum
2 8 (36.36%) TDD
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 6 (27.27%) Analytics
5 5 (22.73%) ETL
6 3 (13.64%) Data Analysis
6 3 (13.64%) Data Visualisation
7 2 (9.09%) Dimensional Modelling
Programming Languages
1 20 (90.91%) SQL
2 10 (45.45%) Python
3 7 (31.82%) JavaScript
4 3 (13.64%) R
5 2 (9.09%) PL/SQL
5 2 (9.09%) T-SQL
6 1 (4.55%) Bash Shell
6 1 (4.55%) Java
6 1 (4.55%) Korn
6 1 (4.55%) Scala
6 1 (4.55%) Shell Script
6 1 (4.55%) VBA
Qualifications
1 2 (9.09%) Degree
Quality Assurance & Compliance
1 3 (13.64%) 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 4 (18.18%) Tableau
3 3 (13.64%) Oracle
4 2 (9.09%) Netezza
5 1 (4.55%) Red Hat
5 1 (4.55%) Vertica
Coventry
Churchill Frank
Salary: £60000 - £70000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
Computer People
Salary: £45000.00 - £70000.00 per annum + Benefits and Bonus
Posted: 3 days ago