The table below looks at the statistics for Data Mining skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 199 219 223
Rank change year-on-year
+20 +4
Permanent jobs citing Data Mining 49 25 19
As % of all permanent IT jobs located in the South West 0.86% 0.42% 0.31%
As % of the Database & Business Intelligence category 2.90% 1.44% 0.96%
Number of salaries quoted 44 25 14
Median salary £50,000 £42,500 £33,000
Median salary % change year-on-year
+17.64% +28.78%
90% offered a salary of more than £29,500 £32,000 £28,000
10% offered a salary of more than £55,000 £50,000 £57,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
England

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 South West region.

Database & Business Intelligence Category
South West
Permanent IT job ads with a match in the
Database & Business Intelligence category
1691 1731 1980
As % of all permanent IT jobs located in the South West 29.72% 29.40% 32.37%
Number of salaries quoted 1433 1499 1705
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £60,000 £55,065 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in the South West

The demand trend of job ads across the South West 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 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 across the South West region.

Data Mining Salary Trend in the South West

Data Mining
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Mining across the South West region over the 3 months to 27 September 2016.

Data Mining Salary Histogram 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 27 September 2016. 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
(Click see detailed
statistics and trends)
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
Devon - 16 £50,000 -
Somerset - 13 £55,000 - 1
Gloucestershire -1 10 £50,000 +10.49% 1
Bristol +5 6 £30,000 -33.33% 1
Cornwall - 3 - -
Wiltshire -15 1 £26,500 -37.64% 2
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 27 September 2016, 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 50 (66.67%) Java
2 49 (65.33%) SQL
3 39 (52.00%) C++
3 39 (52.00%) Finance
4 32 (42.67%) Degree
4 32 (42.67%) Analytical Skills
5 30 (40.00%) R
6 28 (37.33%) Python
7 27 (36.00%) SAS
7 27 (36.00%) SPSS
7 27 (36.00%) Agile Software Development
7 27 (36.00%) Analytics
8 26 (34.67%) Machine Learning
8 26 (34.67%) PhD
9 25 (33.33%) MATLAB
9 25 (33.33%) Computer Science
9 25 (33.33%) Data Analytics
10 24 (32.00%) Apache Spark
10 24 (32.00%) Scala
11 23 (30.67%) Hadoop
11 23 (30.67%) Apache Hive
11 23 (30.67%) Apache Pig
12 16 (21.33%) Big Data
13 15 (20.00%) Security Cleared
14 14 (18.67%) DV Cleared
14 14 (18.67%) Reverse Engineering
14 14 (18.67%) Software Engineering
14 14 (18.67%) C#
14 14 (18.67%) Cybersecurity
14 14 (18.67%) Algorithms

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 27 (36.00%) SAS
2 24 (32.00%) Apache Spark
3 23 (30.67%) Apache Pig
4 10 (13.33%) JBoss
5 3 (4.00%) Elasticsearch
Applications
1 27 (36.00%) SPSS
2 4 (5.33%) MS Excel
3 3 (4.00%) Spreadsheet
4 1 (1.33%) MS Office
Business Applications
1 3 (4.00%) WebTrends
Communications & Networking
1 11 (14.67%) Internet
2 3 (4.00%) DNS
Database & Business Intelligence
1 23 (30.67%) Apache Hive
1 23 (30.67%) Hadoop
2 16 (21.33%) Big Data
3 11 (14.67%) NoSQL
4 10 (13.33%) Apache Cassandra
4 10 (13.33%) MySQL
4 10 (13.33%) PostgreSQL
4 10 (13.33%) Redis
5 9 (12.00%) Data Warehouse
6 7 (9.33%) SQL Server
6 7 (9.33%) SQL Server Integration Services
7 6 (8.00%) SQL Server Analysis Services
7 6 (8.00%) SQL Server Reporting Services
8 4 (5.33%) BusinessObjects
8 4 (5.33%) Relational Database
9 3 (4.00%) Biml
9 3 (4.00%) Data Mart
9 3 (4.00%) MongoDB
10 1 (1.33%) WhereScape RED
Development Applications
1 10 (13.33%) Atlassian Bamboo
1 10 (13.33%) EasyMock
1 10 (13.33%) Eclipse
1 10 (13.33%) Git (software)
1 10 (13.33%) IntelliJ
1 10 (13.33%) Jenkins
1 10 (13.33%) JUnit
1 10 (13.33%) Maven
1 10 (13.33%) Mockito
1 10 (13.33%) Sonatype Nexus
1 10 (13.33%) Subversion
1 10 (13.33%) Vagrant
2 3 (4.00%) JIRA
2 3 (4.00%) SQL Server Management Studio (SSMS)
General
1 39 (52.00%) Finance
2 3 (4.00%) Marketing
2 3 (4.00%) Publishing
3 2 (2.67%) Retail
4 1 (1.33%) General Ledger
4 1 (1.33%) Spanish Language
Job Titles
1 27 (36.00%) Data Scientist
2 20 (26.67%) Developer
3 11 (14.67%) Software Engineer
4 10 (13.33%) Analyst
4 10 (13.33%) Java Developer
5 8 (10.67%) C# Software Engineer
5 8 (10.67%) C++ Software Engineer
5 8 (10.67%) Java Engineer
5 8 (10.67%) Java Software Engineer
6 7 (9.33%) Business Intelligence Developer
7 6 (8.00%) Senior Developer
7 6 (8.00%) Senior Java Developer
8 5 (6.67%) Data Analyst
9 3 (4.00%) Business Developer
9 3 (4.00%) Business Intelligence Analyst
9 3 (4.00%) C# Developer
9 3 (4.00%) Data Engineer
9 3 (4.00%) Data Protection Engineer
10 2 (2.67%) Business Manager
10 2 (2.67%) Business Relationship Manager
Libraries, Frameworks & Software Standards
1 10 (13.33%) AngularJS
1 10 (13.33%) Hibernate
1 10 (13.33%) HTML
1 10 (13.33%) HTML5
1 10 (13.33%) JSON
1 10 (13.33%) REST
1 10 (13.33%) Spring
1 10 (13.33%) Spring Integration
1 10 (13.33%) Web Services
2 3 (4.00%) .NET
2 3 (4.00%) MDX
3 1 (1.33%) Natural Language Processing
Miscellaneous
1 32 (42.67%) Analytical Skills
2 25 (33.33%) Computer Science
3 14 (18.67%) Algorithms
4 10 (13.33%) Data Centre
5 4 (5.33%) Mathematics
5 4 (5.33%) Statistics
6 3 (4.00%) Enterprise Software
6 3 (4.00%) Management Information System
6 3 (4.00%) User Experience
7 1 (1.33%) Artificial Intelligence
7 1 (1.33%) Digital TV
7 1 (1.33%) Neural Network
7 1 (1.33%) Physics
7 1 (1.33%) Video on Demand
7 1 (1.33%) Visualisation
Operating Systems
1 10 (13.33%) Linux
2 3 (4.00%) Windows
2 3 (4.00%) Windows Server
Processes & Methodologies
1 27 (36.00%) Agile Software Development
1 27 (36.00%) Analytics
2 26 (34.67%) Machine Learning
3 25 (33.33%) Data Analytics
4 14 (18.67%) Cybersecurity
4 14 (18.67%) Reverse Engineering
4 14 (18.67%) Software Engineering
5 11 (14.67%) Business Intelligence
5 11 (14.67%) Ethical Hacking
5 11 (14.67%) Threat Detection
6 10 (13.33%) Automated Testing
6 10 (13.33%) Build Automation
6 10 (13.33%) High Availability
6 10 (13.33%) Kanban
6 10 (13.33%) Mentoring
6 10 (13.33%) Refactoring
6 10 (13.33%) Scrum
6 10 (13.33%) SOA
6 10 (13.33%) User Stories
7 6 (8.00%) Data Protection
Programming Languages
1 50 (66.67%) Java
2 49 (65.33%) SQL
3 39 (52.00%) C++
4 30 (40.00%) R
5 28 (37.33%) Python
6 25 (33.33%) MATLAB
7 24 (32.00%) Scala
8 14 (18.67%) C#
9 10 (13.33%) PHP
10 7 (9.33%) T-SQL
11 3 (4.00%) JavaScript
Qualifications
1 32 (42.67%) Degree
2 26 (34.67%) PhD
3 15 (20.00%) Security Cleared
4 14 (18.67%) DV Cleared
5 3 (4.00%) ITIL Certification
5 3 (4.00%) MCITP
5 3 (4.00%) Microsoft Certification
6 1 (1.33%) SC Cleared
Quality Assurance & Compliance
1 4 (5.33%) QA
2 3 (4.00%) Data Quality
2 3 (4.00%) SLA
System Software
1 3 (4.00%) Active Directory
1 3 (4.00%) Hyper-V
1 3 (4.00%) VMware Infrastructure
Systems Management
1 3 (4.00%) NetBackup
2 1 (1.33%) Kibana
2 1 (1.33%) ZABBIX
Vendors
1 10 (13.33%) Infobright
2 8 (10.67%) Microsoft
3 5 (6.67%) Tableau
4 4 (5.33%) Oracle
5 3 (4.00%) 3PAR
5 3 (4.00%) HP
5 3 (4.00%) RedGate
5 3 (4.00%) Veeam
5 3 (4.00%) Veritas
5 3 (4.00%) VMware
6 1 (1.33%) Alteryx
6 1 (1.33%) Cognizant
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 10 hours ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 5 days ago
Swindon, England UK
Intel
Salary: Competive plus benefits
Posted: 5 days ago
Bath
Ampersand Consulting
Salary: £50000 - £60000 per annum + Benefits
Posted: 7 days ago
Bristol
Recruitment Genius Ltd
Salary: £35000 - £40000 per annum
Posted: 26 days ago
Malmesbury, Wiltshire
Dyson
Posted: 19 days ago