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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 203 229 221
Rank change year-on-year
+26 -8
Permanent jobs citing Data Mining 36 19 21
As % of all permanent IT jobs located in the South West 0.66% 0.33% 0.34%
As % of the Database & Business Intelligence category 2.15% 0.98% 1.00%
Number of salaries quoted 31 19 14
Median salary £50,000 £36,500 £38,750
Median salary % change year-on-year
+36.98% -5.80%
90% offered a salary of more than £30,000 £28,000 £28,000
10% offered a salary of more than £55,000 £48,000 £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
1672 1933 2110
As % of all permanent IT jobs located in the South West 30.80% 33.16% 34.53%
Number of salaries quoted 1405 1659 1805
Median salary £41,000 £40,000 £37,500
Median salary % change year-on-year
+2.50% +6.66%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £52,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 29 July 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 29 July 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 -
Bristol +23 8 £30,500 -6.15% 1
Somerset - 6 £55,000 - 4
Gloucestershire - 5 £50,000 -
Cornwall - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 29 July 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 40 (55.56%) Java
1 40 (55.56%) SQL
2 34 (47.22%) C++
3 30 (41.67%) Finance
4 28 (38.89%) Analytical Skills
5 27 (37.50%) Analytics
5 27 (37.50%) Python
6 26 (36.11%) R
7 25 (34.72%) SAS
8 23 (31.94%) SPSS
8 23 (31.94%) Degree
9 22 (30.56%) Machine Learning
10 21 (29.17%) Data Analytics
10 21 (29.17%) PhD
11 20 (27.78%) MATLAB
11 20 (27.78%) Big Data
12 19 (26.39%) Scala
12 19 (26.39%) Agile Software Development
13 18 (25.00%) Hadoop
13 18 (25.00%) Apache Spark
14 17 (23.61%) Computer Science
14 17 (23.61%) C#
15 14 (19.44%) DV Cleared
15 14 (19.44%) Security Cleared
15 14 (19.44%) Apache Hive
15 14 (19.44%) Apache Pig
16 12 (16.67%) Cybersecurity
16 12 (16.67%) AngularJS
16 12 (16.67%) Reverse Engineering
16 12 (16.67%) Software Engineering

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 25 (34.72%) SAS
2 18 (25.00%) Apache Spark
3 14 (19.44%) Apache Pig
4 9 (12.50%) Elasticsearch
5 6 (8.33%) JBoss
Applications
1 23 (31.94%) SPSS
2 3 (4.17%) Spreadsheet
3 2 (2.78%) MS Excel
Business Applications
1 3 (4.17%) WebTrends
2 1 (1.39%) SAP CO
2 1 (1.39%) SAP FI
2 1 (1.39%) SAP FI/CO
Cloud Services
1 4 (5.56%) Amazon AWS
Communications & Networking
1 7 (9.72%) Internet
2 1 (1.39%) Bluetooth
2 1 (1.39%) DNS
2 1 (1.39%) HTTPS
2 1 (1.39%) Wideband
Database & Business Intelligence
1 20 (27.78%) Big Data
2 18 (25.00%) Hadoop
3 14 (19.44%) Apache Hive
4 11 (15.28%) SQL Server
5 10 (13.89%) MySQL
5 10 (13.89%) NoSQL
5 10 (13.89%) PostgreSQL
6 6 (8.33%) Apache Cassandra
6 6 (8.33%) Data Warehouse
6 6 (8.33%) Redis
6 6 (8.33%) SQL Server Reporting Services
7 5 (6.94%) MongoDB
7 5 (6.94%) Relational Database
7 5 (6.94%) SQL Server Analysis Services
8 4 (5.56%) Amazon DynamoDB
8 4 (5.56%) SQL Server Integration Services
9 3 (4.17%) Data Mart
10 2 (2.78%) GIS
10 2 (2.78%) RDBMS
11 1 (1.39%) Power BI
Development Applications
1 6 (8.33%) Atlassian Bamboo
1 6 (8.33%) EasyMock
1 6 (8.33%) Eclipse
1 6 (8.33%) Git (software)
1 6 (8.33%) IntelliJ
1 6 (8.33%) Jenkins
1 6 (8.33%) JUnit
1 6 (8.33%) Maven
1 6 (8.33%) Mockito
1 6 (8.33%) Sonatype Nexus
1 6 (8.33%) Subversion
1 6 (8.33%) Vagrant
2 2 (2.78%) Visual Studio
3 1 (1.39%) JIRA
3 1 (1.39%) SQL Server Management Studio (SSMS)
General
1 30 (41.67%) Finance
2 6 (8.33%) Retail
3 4 (5.56%) Billing
4 2 (2.78%) Marketing
5 1 (1.39%) Electronics
5 1 (1.39%) General Ledger
5 1 (1.39%) Publishing
5 1 (1.39%) Spanish Language
5 1 (1.39%) Telecoms
Job Titles
1 23 (31.94%) Data Scientist
2 14 (19.44%) Developer
3 10 (13.89%) Analyst
4 7 (9.72%) Software Engineer
5 6 (8.33%) C# Software Engineer
5 6 (8.33%) C++ Software Engineer
5 6 (8.33%) Java Developer
5 6 (8.33%) Java Engineer
5 6 (8.33%) Java Software Engineer
6 5 (6.94%) Senior Data Scientist
6 5 (6.94%) Senior Manager
7 4 (5.56%) AWS Engineer
7 4 (5.56%) Business Intelligence Analyst
7 4 (5.56%) Elasticsearch Engineer
7 4 (5.56%) Machine Learning Engineer
7 4 (5.56%) Programme Manager
7 4 (5.56%) Senior Programme Manager
8 3 (4.17%) Administrator
8 3 (4.17%) DBA
8 3 (4.17%) SQL DBA
Libraries, Frameworks & Software Standards
1 12 (16.67%) AngularJS
1 12 (16.67%) HTML
2 8 (11.11%) Hibernate
2 8 (11.11%) HTML5
2 8 (11.11%) Spring
3 6 (8.33%) CSS
3 6 (8.33%) JSON
3 6 (8.33%) Node.js
3 6 (8.33%) REST
3 6 (8.33%) Spring Integration
3 6 (8.33%) Web Services
4 5 (6.94%) .NET
5 4 (5.56%) ASP.NET
5 4 (5.56%) ASP.NET MVC
5 4 (5.56%) KnockoutJS
6 2 (2.78%) Apache Camel
6 2 (2.78%) CSS3
6 2 (2.78%) Middleware
6 2 (2.78%) Natural Language Processing
7 1 (1.39%) ODBC
Miscellaneous
1 28 (38.89%) Analytical Skills
2 17 (23.61%) Computer Science
3 10 (13.89%) Algorithms
4 7 (9.72%) Mathematics
5 6 (8.33%) Data Centre
6 5 (6.94%) Management Information System
6 5 (6.94%) Visualisation
7 4 (5.56%) Economics
7 4 (5.56%) Smart Meter
7 4 (5.56%) Statistics
8 2 (2.78%) Artificial Intelligence
8 2 (2.78%) Cyberthreat
8 2 (2.78%) Neural Network
8 2 (2.78%) PKI
8 2 (2.78%) User Experience
9 1 (1.39%) ASIC
9 1 (1.39%) Digital TV
9 1 (1.39%) Enterprise Software
9 1 (1.39%) Video on Demand
9 1 (1.39%) Virtual Team
Operating Systems
1 8 (11.11%) Linux
2 4 (5.56%) Windows
3 1 (1.39%) Windows Server
Processes & Methodologies
1 27 (37.50%) Analytics
2 22 (30.56%) Machine Learning
3 21 (29.17%) Data Analytics
4 19 (26.39%) Agile Software Development
5 12 (16.67%) Cybersecurity
5 12 (16.67%) Reverse Engineering
5 12 (16.67%) Software Engineering
6 9 (12.50%) Data Analysis
7 7 (9.72%) Business Intelligence
7 7 (9.72%) Ethical Hacking
7 7 (9.72%) Mentoring
7 7 (9.72%) Threat Detection
8 6 (8.33%) Automated Testing
8 6 (8.33%) Build Automation
8 6 (8.33%) CRM
8 6 (8.33%) High Availability
8 6 (8.33%) ITIL
8 6 (8.33%) Kanban
8 6 (8.33%) SOA
8 6 (8.33%) User Stories
Programming Languages
1 40 (55.56%) Java
1 40 (55.56%) SQL
2 34 (47.22%) C++
3 27 (37.50%) Python
4 26 (36.11%) R
5 20 (27.78%) MATLAB
6 19 (26.39%) Scala
7 17 (23.61%) C#
8 10 (13.89%) JavaScript
9 6 (8.33%) PHP
10 3 (4.17%) Ruby
11 2 (2.78%) Perl
11 2 (2.78%) SAS Macro
11 2 (2.78%) T-SQL
11 2 (2.78%) VBA
12 1 (1.39%) C
12 1 (1.39%) PL/SQL
Qualifications
1 23 (31.94%) Degree
2 21 (29.17%) PhD
3 14 (19.44%) DV Cleared
3 14 (19.44%) Security Cleared
4 4 (5.56%) CITP
4 4 (5.56%) PMI Certification
4 4 (5.56%) PMP
4 4 (5.56%) PRINCE2 Certification
4 4 (5.56%) SC Cleared
5 1 (1.39%) ACCA
5 1 (1.39%) CIMA
5 1 (1.39%) ITIL Certification
5 1 (1.39%) MCITP
5 1 (1.39%) Microsoft Certification
Quality Assurance & Compliance
1 4 (5.56%) ISO 9001
2 3 (4.17%) Data Quality
3 1 (1.39%) QA
3 1 (1.39%) SLA
System Software
1 3 (4.17%) Hyper-V
1 3 (4.17%) VMware Infrastructure
2 1 (1.39%) Active Directory
2 1 (1.39%) Firmware
Systems Management
1 1 (1.39%) Kibana
1 1 (1.39%) NetBackup
1 1 (1.39%) ZABBIX
Vendors
1 6 (8.33%) Infobright
2 5 (6.94%) Microsoft
2 5 (6.94%) Tableau
3 3 (4.17%) Oracle
3 3 (4.17%) VMware
4 2 (2.78%) Cloudera
4 2 (2.78%) i2
5 1 (1.39%) 3PAR
5 1 (1.39%) Cognizant
5 1 (1.39%) HP
5 1 (1.39%) Hyperion
5 1 (1.39%) RedGate
5 1 (1.39%) SAP
5 1 (1.39%) Veeam
5 1 (1.39%) Veritas
Bath, Avon
X4 Group
Salary: £25k - 40k per year
Posted: 8 hours ago
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 2 days ago
Bath
Capita Internal Resourcing
Posted: 14 days ago
Bath
Ampersand Consulting
Salary: £55000 - £60000 per annum + Benefits
Posted: 17 days ago