Period
to 24 April 2018

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 6 months to 24 April 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > South West
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 306 300 313
Rank change year-on-year -6 +13 +11
Permanent jobs citing Data Mining 36 28 41
As % of all permanent IT jobs advertised in the South West 0.34% 0.28% 0.36%
As % of the Database & Business Intelligence category 1.03% 0.90% 1.04%
Number of salaries quoted 31 24 29
South West median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - +42.86%
10th Percentile £28,500 £37,100 £28,050
90th Percentile £62,500 £60,000 £68,750
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +15.79%

Data Mining is in the Databases and Business Intelligence category. The following 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 or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 3,482 3,114 3,930
As % of all permanent IT jobs advertised in the South West 32.66% 30.79% 34.78%
Number of salaries quoted 2,954 2,684 3,349
South West median annual salary £42,500 £40,500 £40,000
Median salary % change year-on-year +4.94% +1.25% +6.67%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £60,000 £62,500 £60,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Data Mining
Job Vacancy Trend in the South West

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

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 6 months to 24 April 2018.

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 6 months to 24 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +12 23 £55,000 +10.00% 2
Somerset +12 5 £43,000 +22.86% 3
Gloucestershire +16 4 £23,500 -55.24%
Wiltshire -9 2 £36,250 -14.71%
Devon - 1 £40,000 -
Dorset - 1 - -
Data Mining
England

For the 6 months to 24 April 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South West region with a requirement for Data Mining.

1 22 (61.11%) Degree
2 20 (55.56%) Python
3 19 (52.78%) Computer Science
4 18 (50.00%) Machine Learning
5 17 (47.22%) Mobile App
5 17 (47.22%) Data Science
6 16 (44.44%) Algorithms
6 16 (44.44%) Computer Science Degree
6 16 (44.44%) Ruby
6 16 (44.44%) PhD
6 16 (44.44%) Shell Script
7 14 (38.89%) SQL
8 11 (30.56%) Business Intelligence
8 11 (30.56%) Analytics
9 10 (27.78%) Finance
10 9 (25.00%) Data Analysis
11 6 (16.67%) Stakeholder Management
11 6 (16.67%) SQL Server
12 5 (13.89%) Data Modelling
12 5 (13.89%) Manufacturing
12 5 (13.89%) Big Data
12 5 (13.89%) SQL Server Reporting Services
12 5 (13.89%) Marketing
13 4 (11.11%) Digital Marketing
13 4 (11.11%) Data Analytics
13 4 (11.11%) Electronics
13 4 (11.11%) Telecoms
13 4 (11.11%) Scrum
13 4 (11.11%) Programme Management
13 4 (11.11%) Data Management

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 4 (11.11%) SAS
Applications
1 2 (5.56%) Microsoft Excel
1 2 (5.56%) SPSS
2 1 (2.78%) Microsoft Office
2 1 (2.78%) SPSS Modeler
Cloud Services
1 2 (5.56%) Microsoft Azure
1 2 (5.56%) Slack
2 1 (2.78%) Amazon AWS
2 1 (2.78%) Azure Data Factory
Communications & Networking
1 1 (2.78%) SMS
Database & Business Intelligence
1 6 (16.67%) SQL Server
2 5 (13.89%) Big Data
2 5 (13.89%) SQL Server Reporting Services
3 4 (11.11%) Data Warehouse
4 3 (8.33%) SQL Server Integration Services
5 2 (5.56%) Hadoop
5 2 (5.56%) MS Access
5 2 (5.56%) SQL Server Analysis Services
6 1 (2.78%) Apache Cassandra
6 1 (2.78%) BusinessObjects
6 1 (2.78%) HDInsight
6 1 (2.78%) MongoDB
6 1 (2.78%) MySQL
6 1 (2.78%) Neo4j
6 1 (2.78%) OLAP
6 1 (2.78%) Power BI
6 1 (2.78%) PowerPivot
6 1 (2.78%) Relational Database
6 1 (2.78%) SQL Server 2012
6 1 (2.78%) SQL Server 2016
Development Applications
1 2 (5.56%) Balsamiq Mockups
1 2 (5.56%) JIRA
2 1 (2.78%) Atlassian Bamboo
2 1 (2.78%) GitLab
2 1 (2.78%) Jenkins
2 1 (2.78%) RStudio
General
1 10 (27.78%) Finance
2 5 (13.89%) Manufacturing
2 5 (13.89%) Marketing
3 4 (11.11%) Electronics
3 4 (11.11%) Telecoms
4 3 (8.33%) Games
4 3 (8.33%) Legal
5 1 (2.78%) Aerospace
5 1 (2.78%) Automotive
5 1 (2.78%) Law
Job Titles
1 16 (44.44%) Machine Learning Researcher
2 10 (27.78%) Analyst
3 4 (11.11%) Developer
4 3 (8.33%) Business Analyst
4 3 (8.33%) Business Developer
4 3 (8.33%) Business Intelligence Developer
4 3 (8.33%) Data Analyst
4 3 (8.33%) Graduate
4 3 (8.33%) Report Analyst
4 3 (8.33%) Software Engineer
4 3 (8.33%) SQL Analyst
5 2 (5.56%) Graduate Software Engineer
5 2 (5.56%) Report Developer
5 2 (5.56%) SAS Analyst
5 2 (5.56%) Senior Analyst
5 2 (5.56%) Senior Reporting Analyst
5 2 (5.56%) Senior SAS Analyst
5 2 (5.56%) SQL Reporting Analyst
6 1 (2.78%) Business Intelligence Analyst
6 1 (2.78%) Java Developer
Libraries, Frameworks & Software Standards
1 1 (2.78%) CSS
1 1 (2.78%) CSS3
1 1 (2.78%) HTML
1 1 (2.78%) HTML5
1 1 (2.78%) jQuery
1 1 (2.78%) JSON
1 1 (2.78%) MDX
1 1 (2.78%) RESTful
1 1 (2.78%) SOAP
1 1 (2.78%) Spring
1 1 (2.78%) XML
Miscellaneous
1 19 (52.78%) Computer Science
2 17 (47.22%) Mobile App
3 16 (44.44%) Algorithms
4 1 (2.78%) Analytical Skills
4 1 (2.78%) Data Structures
4 1 (2.78%) Management Information System
4 1 (2.78%) Self-Motivation
Processes & Methodologies
1 18 (50.00%) Machine Learning
2 17 (47.22%) Data Science
3 11 (30.56%) Analytics
3 11 (30.56%) Business Intelligence
4 9 (25.00%) Data Analysis
5 6 (16.67%) Stakeholder Management
6 5 (13.89%) Data Modelling
7 4 (11.11%) Agile Software Development
7 4 (11.11%) Data Analytics
7 4 (11.11%) Data Management
7 4 (11.11%) Decision-Making
7 4 (11.11%) Digital Marketing
7 4 (11.11%) ETL
7 4 (11.11%) Programme Management
7 4 (11.11%) Scrum
8 3 (8.33%) Business Analysis
8 3 (8.33%) Mathematics
8 3 (8.33%) Software Engineering
8 3 (8.33%) Statistics
8 3 (8.33%) Time Management
Programming Languages
1 20 (55.56%) Python
2 16 (44.44%) Ruby
2 16 (44.44%) Shell Script
3 14 (38.89%) SQL
4 4 (11.11%) Java
5 3 (8.33%) C++
5 3 (8.33%) R
5 3 (8.33%) T-SQL
6 1 (2.78%) C
6 1 (2.78%) Embedded C++
Qualifications
1 22 (61.11%) Degree
2 16 (44.44%) Computer Science Degree
2 16 (44.44%) PhD
3 1 (2.78%) ACCA
3 1 (2.78%) CIMA
3 1 (2.78%) Numerate Degree
3 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 3 (8.33%) QA
2 2 (5.56%) Data Quality
3 1 (2.78%) GDPR
Vendors
1 4 (11.11%) Microsoft
1 4 (11.11%) SAP
2 2 (5.56%) Tableau
3 1 (2.78%) Birst
3 1 (2.78%) Hortonworks
3 1 (2.78%) IDERA
3 1 (2.78%) Talend