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

Data Mining
England / South West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 227 226 227
Rank change year-on-year -1 +1  
Permanent jobs citing Data Mining 17 10 22
As % of all permanent IT jobs advertised in the South West 0.32% 0.19% 0.37%
As % of the Database & Business Intelligence category 1.02% 0.59% 1.11%
Number of salaries quoted 14 9 22
Median salary £55,000 £50,000 £37,500
Median salary % change year-on-year +10.00% +33.33%  
UK excluding London median salary £53,750 £42,500 £45,000
% change year-on-year +26.47% -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 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 1663 1685 1977
As % of all permanent IT job vacancies advertised in the South West 31.34% 32.57% 32.90%
Number of salaries quoted 1445 1420 1684
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.89%  
90% offered a salary of more than £28,836 £30,000 £27,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 26 June 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 26 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
Bristol -12 14 £55,000 +35.80% 3
Gloucestershire -7 1 £35,000 -30.00%
Wiltshire - 1 £60,000 -
Cornwall - 1 - -
Data Mining
England

For the 6 months to 26 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 South West region with a requirement for Data Mining.

1 18 (60.00%) Business Intelligence
1 18 (60.00%) Degree
1 18 (60.00%) Algorithms
2 15 (50.00%) Finance
3 14 (46.67%) Computer Science Degree
4 13 (43.33%) Mobile App
4 13 (43.33%) Computer Science
4 13 (43.33%) Machine Learning
4 13 (43.33%) Ruby
4 13 (43.33%) Shell Script
4 13 (43.33%) Telecoms
4 13 (43.33%) Python
5 12 (40.00%) SAP
5 12 (40.00%) PhD
5 12 (40.00%) Electronics
5 12 (40.00%) SAP Oil and Gas
5 12 (40.00%) Marketing
5 12 (40.00%) Manufacturing
5 12 (40.00%) Programme Management
5 12 (40.00%) Digital Marketing
6 9 (30.00%) Analytics
7 8 (26.67%) SQL
7 8 (26.67%) Agile Software Development
8 6 (20.00%) ETL
9 5 (16.67%) C#
9 5 (16.67%) C++
9 5 (16.67%) Java
9 5 (16.67%) Software Engineering
9 5 (16.67%) DV Cleared
9 5 (16.67%) Security Cleared

Data Mining
Co-occurring 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 2 (6.67%) Elasticsearch
1 2 (6.67%) IIS
1 2 (6.67%) MQSeries
2 1 (3.33%) ArcGIS
Applications
1 4 (13.33%) SPSS
1 4 (13.33%) SPSS Modeler
2 3 (10.00%) Microsoft Excel
Business Applications
1 12 (40.00%) SAP Oil and Gas
2 1 (3.33%) Aareon QL
2 1 (3.33%) Academy Housing
2 1 (3.33%) Kypera Housing
2 1 (3.33%) MIS ActiveH
2 1 (3.33%) Northgate Housing
2 1 (3.33%) OPENHousing
2 1 (3.33%) Orchard Housing
Cloud Services
1 2 (6.67%) Microsoft Azure
Communications & Networking
1 2 (6.67%) Internet
Database & Business Intelligence
1 5 (16.67%) Big Data
2 3 (10.00%) BusinessObjects
3 2 (6.67%) MongoDB
3 2 (6.67%) Relational Database
3 2 (6.67%) SQL Server
3 2 (6.67%) SQL Server Reporting Services
4 1 (3.33%) Data Warehouse
4 1 (3.33%) GIS
4 1 (3.33%) Microsoft Power View
4 1 (3.33%) Power BI
4 1 (3.33%) PowerPivot
4 1 (3.33%) Qlik Sense
4 1 (3.33%) SQL Server Integration Services
Development Applications
1 4 (13.33%) RStudio
General
1 15 (50.00%) Finance
2 13 (43.33%) Telecoms
3 12 (40.00%) Electronics
3 12 (40.00%) Manufacturing
3 12 (40.00%) Marketing
4 3 (10.00%) Retail
5 2 (6.67%) Aerospace
Job Titles
1 12 (40.00%) Machine Learning Researcher
2 9 (30.00%) Analyst
3 3 (10.00%) C# Software Engineer
3 3 (10.00%) C++ Software Engineer
3 3 (10.00%) Data Analyst
3 3 (10.00%) Java Engineer
3 3 (10.00%) Java Software Engineer
3 3 (10.00%) Software Engineer
4 2 (6.67%) Applications Support
4 2 (6.67%) Applications Support Analyst
4 2 (6.67%) C# Developer
4 2 (6.67%) Developer
4 2 (6.67%) SPSS Analyst
4 2 (6.67%) Support Analyst
5 1 (3.33%) Business Intelligence Analyst
5 1 (3.33%) Business Process Analyst
5 1 (3.33%) IT Manager
5 1 (3.33%) Performance Manager
5 1 (3.33%) Process Analyst
5 1 (3.33%) Report Analyst
Miscellaneous
1 18 (60.00%) Algorithms
2 13 (43.33%) Computer Science
2 13 (43.33%) Mobile App
3 2 (6.67%) Enterprise Software
4 1 (3.33%) Analytical Skills
4 1 (3.33%) CMDB
4 1 (3.33%) Management Information System
Operating Systems
1 2 (6.67%) Linux
Processes & Methodologies
1 18 (60.00%) Business Intelligence
2 13 (43.33%) Machine Learning
3 12 (40.00%) Digital Marketing
3 12 (40.00%) Programme Management
4 9 (30.00%) Analytics
5 8 (26.67%) Agile Software Development
6 6 (20.00%) ETL
7 5 (16.67%) Cybersecurity
7 5 (16.67%) Reverse Engineering
7 5 (16.67%) Software Engineering
8 4 (13.33%) Customer Analytics
8 4 (13.33%) Mathematics
8 4 (13.33%) Predictive Modelling
9 3 (10.00%) Ethical Hacking
9 3 (10.00%) Statistical Analysis
9 3 (10.00%) Threat Detection
10 2 (6.67%) Data Analysis
10 2 (6.67%) Data Management
10 2 (6.67%) ITIL
10 2 (6.67%) Penetration Testing
Programming Languages
1 13 (43.33%) Python
1 13 (43.33%) Ruby
1 13 (43.33%) Shell Script
2 8 (26.67%) SQL
3 5 (16.67%) C#
3 5 (16.67%) C++
3 5 (16.67%) Java
4 2 (6.67%) PowerShell
4 2 (6.67%) VBA
5 1 (3.33%) R
5 1 (3.33%) T-SQL
Qualifications
1 18 (60.00%) Degree
2 14 (46.67%) Computer Science Degree
3 12 (40.00%) PhD
4 5 (16.67%) DV Cleared
4 5 (16.67%) Security Cleared
Quality Assurance & Compliance
1 2 (6.67%) SLA
Vendors
1 12 (40.00%) SAP
2 2 (6.67%) IBM
2 2 (6.67%) Oracle
3 1 (3.33%) Aareon
3 1 (3.33%) Capita
3 1 (3.33%) Castleton
3 1 (3.33%) Civica
3 1 (3.33%) ESRI
3 1 (3.33%) Mapinfo
3 1 (3.33%) Northgate
3 1 (3.33%) Orchard
Bristol
People Source Consulting
Salary: £40000 - £70000 per annum + Benefits
Posted: 7 days ago
Bristol
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 16 days ago
Bristol, Avon
Bristol DT
Salary: £40000.00 - £80000.00 per annum
Posted: 25 days ago