Period
to 21 July 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > South West
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 306 305 308
Rank change year-on-year -1 +3 +14
Permanent jobs citing Data Mining 38 41 42
As % of all permanent IT jobs advertised in the South West 0.35% 0.39% 0.38%
As % of the Database & Business Intelligence category 1.14% 1.26% 1.18%
Number of salaries quoted 32 33 29
South West median annual salary £46,250 £55,000 £50,000
Median salary % change year-on-year -15.91% +10.00% +39.86%
10th Percentile £27,600 £42,000 £27,850
90th Percentile £62,500 £62,500 £68,750
England median annual salary £55,000 £55,000 £55,000

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 3,319 3,263 3,565
As % of all permanent IT jobs advertised in the South West 30.70% 30.99% 32.03%
Number of salaries quoted 2,831 2,833 2,991
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £62,500 £62,500 £61,250
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 21 July 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 21 July 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 -1 23 £55,000 - 1
Dorset - 5 £45,000 -
Wiltshire -4 4 £36,250 -14.71%
Somerset +26 3 £47,500 +15.15%
Devon - 2 £34,750 - 4
Gloucestershire +14 1 - - 1
Data Mining
England

For the 6 months to 21 July 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 23 (60.53%) Degree
2 19 (50.00%) Machine Learning
2 19 (50.00%) Business Intelligence
3 18 (47.37%) SQL
3 18 (47.37%) Python
3 18 (47.37%) Finance
4 16 (42.11%) Data Analysis
4 16 (42.11%) Data Science
5 15 (39.47%) Algorithms
5 15 (39.47%) Mobile App
6 14 (36.84%) Computer Science
6 14 (36.84%) Ruby
6 14 (36.84%) PhD
6 14 (36.84%) Shell Script
6 14 (36.84%) Computer Science Degree
7 13 (34.21%) Analytics
7 13 (34.21%) Manufacturing
7 13 (34.21%) Marketing
8 11 (28.95%) Electronics
9 10 (26.32%) Telecoms
9 10 (26.32%) Programme Management
9 10 (26.32%) SAP
9 10 (26.32%) Digital Marketing
10 7 (18.42%) SAS
11 6 (15.79%) SQL Server
11 6 (15.79%) Agile Software Development
11 6 (15.79%) Statistics
11 6 (15.79%) Mathematics
11 6 (15.79%) Decision-Making
12 5 (13.16%) Problem-Solving

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 7 (18.42%) SAS
2 1 (2.63%) Apache Spark
Applications
1 3 (7.89%) Microsoft Excel
2 2 (5.26%) SPSS
3 1 (2.63%) Microsoft Office
3 1 (2.63%) SPSS Modeler
Cloud Services
1 2 (5.26%) Amazon AWS
1 2 (5.26%) Microsoft Azure
1 2 (5.26%) Slack
Communications & Networking
1 1 (2.63%) SMS
Database & Business Intelligence
1 6 (15.79%) SQL Server
2 5 (13.16%) SQL Server Reporting Services
3 4 (10.53%) Data Warehouse
4 2 (5.26%) Apache Cassandra
4 2 (5.26%) Hadoop
4 2 (5.26%) MongoDB
4 2 (5.26%) MS Access
4 2 (5.26%) Neo4j
5 1 (2.63%) Big Data
5 1 (2.63%) Geospatial Data
5 1 (2.63%) GIS
5 1 (2.63%) MySQL
5 1 (2.63%) NoSQL
5 1 (2.63%) Relational Database
5 1 (2.63%) SQL Server Analysis Services
5 1 (2.63%) SQL Server Integration Services
Development Applications
1 2 (5.26%) Atlassian Bamboo
1 2 (5.26%) Balsamiq Mockups
1 2 (5.26%) GitLab
1 2 (5.26%) Jenkins
1 2 (5.26%) JIRA
2 1 (2.63%) Git (software)
2 1 (2.63%) RStudio
General
1 18 (47.37%) Finance
2 13 (34.21%) Manufacturing
2 13 (34.21%) Marketing
3 11 (28.95%) Electronics
4 10 (26.32%) Telecoms
5 4 (10.53%) Legal
6 1 (2.63%) Aerospace
Job Titles
1 14 (36.84%) Machine Learning Researcher
2 12 (31.58%) Analyst
3 6 (15.79%) Data Analyst
4 4 (10.53%) Business Developer
4 4 (10.53%) Business Intelligence Developer
4 4 (10.53%) Developer
4 4 (10.53%) Report Developer
5 3 (7.89%) Analytics Manager
5 3 (7.89%) Report Analyst
5 3 (7.89%) SQL Analyst
6 2 (5.26%) Business Analyst
6 2 (5.26%) Java Engineer
6 2 (5.26%) Java Software Engineer
6 2 (5.26%) SAS Analyst
6 2 (5.26%) Senior Analyst
6 2 (5.26%) Senior Reporting Analyst
6 2 (5.26%) Senior SAS Analyst
6 2 (5.26%) Software Engineer
6 2 (5.26%) SQL Reporting Analyst
7 1 (2.63%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 2 (5.26%) CSS
1 2 (5.26%) CSS3
1 2 (5.26%) HTML
1 2 (5.26%) HTML5
1 2 (5.26%) jQuery
1 2 (5.26%) JSON
1 2 (5.26%) RESTful
1 2 (5.26%) SOAP
1 2 (5.26%) Spring
1 2 (5.26%) XML
2 1 (2.63%) D3.js
2 1 (2.63%) ggplot2
Miscellaneous
1 15 (39.47%) Algorithms
1 15 (39.47%) Mobile App
2 14 (36.84%) Computer Science
3 3 (7.89%) Analytical Skills
4 2 (5.26%) Data Structures
4 2 (5.26%) Social Media
5 1 (2.63%) Acoustics
5 1 (2.63%) Management Information System
Operating Systems
1 1 (2.63%) Linux
Processes & Methodologies
1 19 (50.00%) Business Intelligence
1 19 (50.00%) Machine Learning
2 16 (42.11%) Data Analysis
2 16 (42.11%) Data Science
3 13 (34.21%) Analytics
4 10 (26.32%) Digital Marketing
4 10 (26.32%) Programme Management
5 6 (15.79%) Agile Software Development
5 6 (15.79%) Decision-Making
5 6 (15.79%) Mathematics
5 6 (15.79%) Statistics
6 5 (13.16%) Data Analytics
6 5 (13.16%) Problem-Solving
6 5 (13.16%) Scrum
6 5 (13.16%) Stakeholder Management
6 5 (13.16%) Visualisation
7 4 (10.53%) Change Control
7 4 (10.53%) Data Management
7 4 (10.53%) Statistical Modelling
7 4 (10.53%) Time Management
Programming Languages
1 18 (47.37%) Python
1 18 (47.37%) SQL
2 14 (36.84%) Ruby
2 14 (36.84%) Shell Script
3 5 (13.16%) R
4 4 (10.53%) T-SQL
5 2 (5.26%) C
5 2 (5.26%) C++
5 2 (5.26%) Embedded C++
5 2 (5.26%) Java
6 1 (2.63%) JavaScript
6 1 (2.63%) Scala
Qualifications
1 23 (60.53%) Degree
2 14 (36.84%) Computer Science Degree
2 14 (36.84%) PhD
3 1 (2.63%) ACCA
3 1 (2.63%) CIMA
3 1 (2.63%) Numerate Degree
3 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 3 (7.89%) Data Quality
2 2 (5.26%) QA
3 1 (2.63%) GDPR
System Software
1 1 (2.63%) HDFS
Vendors
1 10 (26.32%) SAP
2 4 (10.53%) Microsoft
3 1 (2.63%) Tableau