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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / West Midlands
Rank 202 208 195
Rank change year-on-year
+6 -13
Permanent jobs citing Data Mining 13 14 23
As % of all permanent IT jobs located in the West Midlands 0.27% 0.27% 0.46%
As % of the Database & Business Intelligence category 0.99% 0.90% 1.37%
Number of salaries quoted 10 14 21
Median salary £42,500 £34,250 £37,500
Median salary % change year-on-year
+24.08% -8.66%
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
1316 1554 1682
As % of all permanent IT jobs located in the West Midlands 26.96% 29.78% 33.87%
Number of salaries quoted 1097 1277 1507
Median salary £42,500 £41,000 £38,000
Median salary % change year-on-year
+3.65% +7.89%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £51,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 18 January 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 - 1
Birmingham -13 5 £34,000 +13.33% 2
Solihull -11 1 £30,000 -22.07% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 18 January 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 (76.92%) SQL
2 12 (46.15%) Python
3 11 (42.31%) SQL Server
3 11 (42.31%) NoSQL
4 10 (38.46%) MongoDB
4 10 (38.46%) Apache Cassandra
4 10 (38.46%) MySQL
4 10 (38.46%) CRM
4 10 (38.46%) Scrum
4 10 (38.46%) Agile Software Development
4 10 (38.46%) TDD
4 10 (38.46%) User Experience
4 10 (38.46%) Analytical Skills
5 9 (34.62%) Microservices
5 9 (34.62%) Mentoring
5 9 (34.62%) React
5 9 (34.62%) PostgreSQL
5 9 (34.62%) Back Office
5 9 (34.62%) SOA
5 9 (34.62%) Business Intelligence
5 9 (34.62%) Salesforce.com
5 9 (34.62%) JavaScript
5 9 (34.62%) Node.js
5 9 (34.62%) Natural Language Processing
5 9 (34.62%) Jenkins
5 9 (34.62%) User Stories
5 9 (34.62%) Docker
5 9 (34.62%) Flask
5 9 (34.62%) Speech Recognition
5 9 (34.62%) Artificial Intelligence

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 (15.38%) Apache Pig
2 3 (11.54%) SAS
3 1 (3.85%) Apache
3 1 (3.85%) Apache Spark
3 1 (3.85%) Elasticsearch
Applications
1 3 (11.54%) MS Excel
2 2 (7.69%) Spreadsheet
3 1 (3.85%) SPSS
Business Applications
1 1 (3.85%) Dynamics CRM
Database & Business Intelligence
1 11 (42.31%) NoSQL
1 11 (42.31%) SQL Server
2 10 (38.46%) Apache Cassandra
2 10 (38.46%) MongoDB
2 10 (38.46%) MySQL
3 9 (34.62%) PostgreSQL
4 6 (23.08%) Relational Database
5 5 (19.23%) QlikView
5 5 (19.23%) SQL Server Integration Services
5 5 (19.23%) Star Schema
6 4 (15.38%) Apache Hive
6 4 (15.38%) Big Data
6 4 (15.38%) Hadoop
7 3 (11.54%) Data Warehouse
7 3 (11.54%) RDBMS
8 2 (7.69%) Oracle Database
8 2 (7.69%) SQL Server 2008
8 2 (7.69%) SQL Server Reporting Services
9 1 (3.85%) Oracle OLAP
9 1 (3.85%) Pentaho
Development Applications
1 9 (34.62%) Git (software)
1 9 (34.62%) Jenkins
2 2 (7.69%) ProC
3 1 (3.85%) JUnit
3 1 (3.85%) TestNG
General
1 9 (34.62%) Back Office
2 5 (19.23%) Finance
2 5 (19.23%) Retail
3 3 (11.54%) Games
4 1 (3.85%) Marketing
Job Titles
1 9 (34.62%) Python Software Engineer
1 9 (34.62%) Senior Software Engineer
1 9 (34.62%) Software Engineer
2 6 (23.08%) Analyst
3 5 (19.23%) Business Intelligence Developer
3 5 (19.23%) Developer
4 4 (15.38%) ETL Developer
4 4 (15.38%) SSIS Developer
5 3 (11.54%) Business Intelligence Analyst
5 3 (11.54%) Business Intelligence Data Analyst
5 3 (11.54%) Business Intelligence Lead
5 3 (11.54%) Data Analyst
5 3 (11.54%) Senior Analyst
5 3 (11.54%) Senior Business Intelligence Analyst
5 3 (11.54%) Senior Data Analyst
6 2 (7.69%) DBA
6 2 (7.69%) Insight Analyst
6 2 (7.69%) Support Engineer
7 1 (3.85%) 1st Line Support
7 1 (3.85%) Technical Support
Libraries, Frameworks & Software Standards
1 9 (34.62%) Django
1 9 (34.62%) Flask
1 9 (34.62%) Natural Language Processing
1 9 (34.62%) Node.js
1 9 (34.62%) React
1 9 (34.62%) RESTful
2 1 (3.85%) Lucene
2 1 (3.85%) Samza
Miscellaneous
1 10 (38.46%) Analytical Skills
1 10 (38.46%) User Experience
2 9 (34.62%) Artificial Intelligence
3 6 (23.08%) Visualisation
4 4 (15.38%) Data Integration
5 3 (11.54%) Mathematics
6 1 (3.85%) Fintech
6 1 (3.85%) Replication
Operating Systems
1 8 (30.77%) Linux
2 1 (3.85%) AIX
2 1 (3.85%) HPUX
2 1 (3.85%) Red Hat Enterprise Linux
2 1 (3.85%) Unix
2 1 (3.85%) Windows
2 1 (3.85%) Windows Server
2 1 (3.85%) Windows Server 2008
Processes & Methodologies
1 10 (38.46%) Agile Software Development
1 10 (38.46%) CRM
1 10 (38.46%) Scrum
1 10 (38.46%) TDD
2 9 (34.62%) Automated Testing
2 9 (34.62%) Business Intelligence
2 9 (34.62%) Continuous Integration
2 9 (34.62%) Mentoring
2 9 (34.62%) Microservices
2 9 (34.62%) SOA
2 9 (34.62%) Software Engineering
2 9 (34.62%) Speech Recognition
2 9 (34.62%) Unit Testing
2 9 (34.62%) User Stories
3 7 (26.92%) Machine Learning
4 6 (23.08%) Data Visualisation
4 6 (23.08%) ETL
5 5 (19.23%) Data Cleansing
5 5 (19.23%) Dimensional Modelling
5 5 (19.23%) Information Exploitation
Programming Languages
1 20 (76.92%) SQL
2 12 (46.15%) Python
3 9 (34.62%) JavaScript
4 3 (11.54%) R
5 2 (7.69%) VB
5 2 (7.69%) VBA
6 1 (3.85%) Bash Shell
6 1 (3.85%) Java
6 1 (3.85%) Korn
6 1 (3.85%) PL/SQL
6 1 (3.85%) Scala
6 1 (3.85%) Shell Script
6 1 (3.85%) T-SQL
Qualifications
1 1 (3.85%) Degree
Quality Assurance & Compliance
1 6 (23.08%) Data Quality
2 1 (3.85%) QA
System Software
1 9 (34.62%) Docker
2 1 (3.85%) Apache ZooKeeper
2 1 (3.85%) HDFS
Systems Management
1 1 (3.85%) Hadoop YARN
1 1 (3.85%) Oracle Enterprise Manager
1 1 (3.85%) Oracle RMAN
Vendors
1 9 (34.62%) Salesforce.com
2 5 (19.23%) Netezza
3 4 (15.38%) Tableau
4 3 (11.54%) Microsoft
4 3 (11.54%) Oracle
5 1 (3.85%) Red Hat
5 1 (3.85%) Vertica
Solihull, West Midlands (County)
Spring Technology
Salary: £25000.00 - £35000.00 per annum
Posted: Yesterday
West Midlands
Experis Ltd
Salary: £25000.00 per annum + Benefits Package
Posted: 17 hours ago
Birmingham
Outsource UK
Posted: Yesterday
Birmingham
Interquest - Korus Group - Brighton
Salary: £25000 - £37000 per annum
Posted: 14 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 78,320 per year + Benefits
Posted: 27 days ago