The following table provides summary statistics for permanent job vacancies advertised in the South West 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mining
England / South West
Rank 214 224 231
Rank change year-on-year +10 +7  
Permanent jobs citing Data Mining 15 28 14
As % of all permanent IT jobs advertised in the South West 0.30% 0.48% 0.24%
As % of the Database & Business Intelligence category 0.97% 1.44% 0.72%
Number of salaries quoted 12 16 14
Median salary £50,000 £55,000 £35,750
Median salary % change year-on-year -9.09% +53.84%  
90% offered a salary of more than £42,000 £30,250 £32,550
10% offered a salary of more than £55,000 £57,500 £48,500
UK excluding London median salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76%  

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 South West with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
South West
Permanent job vacancies with a requirement for database and business intelligence skills 1550 1946 1936
As % of all permanent IT job vacancies advertised in the South West 30.91% 33.36% 32.57%
Number of salaries quoted 1343 1633 1674
Median salary £42,000 £40,000 £37,500
Median salary % change year-on-year +5.00% +6.66%  
90% offered a salary of more than £30,000 £27,500 £29,000
10% offered a salary of more than £60,000 £53,225 £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 South West

The job posting trend of jobs advertised in the South West 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 South West

Data Mining
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in the South West.

Salary trend for Data Mining in the South West

Data Mining
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Mining in the South West over the 3 months to 23 March 2017.

Salary histogram for Data Mining in the South West

Data Mining
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the South West region over the 3 months to 23 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
Gloucestershire -1 7 £50,000 -9.09%
Wiltshire - 4 £42,500 - 1
Bristol -7 2 - -
Somerset - 1 £35,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 23 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 South West region with a requirement for Data Mining.

1 24 (68.57%) Big Data
2 21 (60.00%) Algorithms
2 21 (60.00%) Agile Software Development
3 19 (54.29%) Java
4 18 (51.43%) C#
4 18 (51.43%) C++
4 18 (51.43%) Software Engineering
4 18 (51.43%) Cybersecurity
4 18 (51.43%) DV Cleared
4 18 (51.43%) Security Cleared
4 18 (51.43%) Reverse Engineering
5 13 (37.14%) Analytics
6 10 (28.57%) SQL
7 9 (25.71%) Business Intelligence
7 9 (25.71%) Penetration Testing
7 9 (25.71%) Ethical Hacking
7 9 (25.71%) Degree
7 9 (25.71%) MongoDB
7 9 (25.71%) Elasticsearch
7 9 (25.71%) Threat Detection
8 8 (22.86%) Mathematics
9 7 (20.00%) SPSS
10 6 (17.14%) ETL
10 6 (17.14%) Hadoop
10 6 (17.14%) Customer Requirements
11 5 (14.29%) Power BI
11 5 (14.29%) Amazon AWS
11 5 (14.29%) SAS
11 5 (14.29%) Data Warehouse
12 4 (11.43%) Python

Data Mining
Top Related IT Skills in the South West 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 9 (25.71%) Elasticsearch
2 5 (14.29%) SAS
3 4 (11.43%) Apache Spark
4 2 (5.71%) IIS
4 2 (5.71%) MQSeries
5 1 (2.86%) Apache
5 1 (2.86%) Apache Pig
Applications
1 7 (20.00%) SPSS
2 4 (11.43%) SPSS Modeler
3 2 (5.71%) MS Excel
Cloud Services
1 5 (14.29%) Amazon AWS
2 4 (11.43%) Microsoft Azure
3 3 (8.57%) Amazon EC2
Communications & Networking
1 2 (5.71%) Internet
Database & Business Intelligence
1 24 (68.57%) Big Data
2 9 (25.71%) MongoDB
3 6 (17.14%) Hadoop
4 5 (14.29%) Data Warehouse
4 5 (14.29%) Power BI
5 3 (8.57%) Microsoft Power View
5 3 (8.57%) PowerPivot
5 3 (8.57%) SQL Server Integration Services
5 3 (8.57%) SQL Server Reporting Services
6 2 (5.71%) BusinessObjects
6 2 (5.71%) Data Lake
6 2 (5.71%) QlikView
6 2 (5.71%) Relational Database
6 2 (5.71%) SQL Server
6 2 (5.71%) SQL Server Analysis Services
7 1 (2.86%) Apache Hive
7 1 (2.86%) Qlik Sense
Development Applications
1 4 (11.43%) RStudio
General
1 3 (8.57%) Retail
2 2 (5.71%) Aerospace
3 1 (2.86%) Finance
3 1 (2.86%) Telecoms
Job Titles
1 10 (28.57%) Analyst
2 9 (25.71%) C# Developer
2 9 (25.71%) C# Software Engineer
2 9 (25.71%) C++ Software Engineer
2 9 (25.71%) Developer
2 9 (25.71%) Java Engineer
2 9 (25.71%) Java Software Engineer
2 9 (25.71%) Software Engineer
3 4 (11.43%) Insight Analyst
4 3 (8.57%) Data Analyst
4 3 (8.57%) Machine Learning Specialist
4 3 (8.57%) Technical Specialist
5 2 (5.71%) Applications Support
5 2 (5.71%) Applications Support Analyst
5 2 (5.71%) Architect
5 2 (5.71%) Business Architect
5 2 (5.71%) Business Intelligence Architect
5 2 (5.71%) SPSS Analyst
5 2 (5.71%) Support Analyst
6 1 (2.86%) Business Solution Architect
Libraries, Frameworks & Software Standards
1 3 (8.57%) MLlib
1 3 (8.57%) scikit-learn
1 3 (8.57%) TensorFlow
1 3 (8.57%) Theano
2 2 (5.71%) MDX
Miscellaneous
1 21 (60.00%) Algorithms
2 3 (8.57%) Data Centre
3 2 (5.71%) Enterprise Software
4 1 (2.86%) Analytical Skills
4 1 (2.86%) Computer Science
Operating Systems
1 2 (5.71%) Linux
Processes & Methodologies
1 21 (60.00%) Agile Software Development
2 18 (51.43%) Cybersecurity
2 18 (51.43%) Reverse Engineering
2 18 (51.43%) Software Engineering
3 13 (37.14%) Analytics
4 9 (25.71%) Business Intelligence
4 9 (25.71%) Ethical Hacking
4 9 (25.71%) Penetration Testing
4 9 (25.71%) Threat Detection
5 8 (22.86%) Mathematics
6 6 (17.14%) Customer Requirements
6 6 (17.14%) ETL
7 4 (11.43%) Customer Analytics
7 4 (11.43%) Data Analytics
7 4 (11.43%) Machine Learning
7 4 (11.43%) Predictive Modelling
7 4 (11.43%) Statistics
8 3 (8.57%) Actionable Insight
8 3 (8.57%) Big Data Analytics
8 3 (8.57%) Presales
Programming Languages
1 19 (54.29%) Java
2 18 (51.43%) C#
2 18 (51.43%) C++
3 10 (28.57%) SQL
4 4 (11.43%) Python
4 4 (11.43%) R
5 3 (8.57%) T-SQL
6 2 (5.71%) PowerShell
6 2 (5.71%) VBA
7 1 (2.86%) Perl
7 1 (2.86%) Ruby
Qualifications
1 18 (51.43%) DV Cleared
1 18 (51.43%) Security Cleared
2 9 (25.71%) Degree
3 1 (2.86%) PhD
Quality Assurance & Compliance
1 2 (5.71%) SLA
Vendors
1 3 (8.57%) Intel
2 2 (5.71%) Hortonworks
2 2 (5.71%) IBM
2 2 (5.71%) Oracle
2 2 (5.71%) Tableau
Wiltshire
Churchill Frank
Posted: 15 days ago