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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 209 219 230
Rank change year-on-year
+10 +11
Permanent jobs citing Data Mining 26 24 5
As % of all permanent IT jobs located in the South West 0.49% 0.42% 0.084%
As % of the Database & Business Intelligence category 1.52% 1.33% 0.25%
Number of salaries quoted 21 24 5
Median salary £57,500 £37,500 £42,000
Median salary % change year-on-year
+53.33% -10.71%
90% offered a salary of more than £50,000 £35,000 £38,500
10% offered a salary of more than £70,000 £50,000 £47,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
1711 1801 1970
As % of all permanent IT jobs located in the South West 32.24% 31.19% 33.04%
Number of salaries quoted 1435 1526 1711
Median salary £41,000 £38,500 £37,500
Median salary % change year-on-year
+6.49% +2.66%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 24 May 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 24 May 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 - 11 £70,000 - 1
Bristol +7 6 £53,750 +43.33%
Gloucestershire +5 6 £50,000 +17.64%
Wiltshire -14 2 £65,000 +73.33%
Somerset - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 24 May 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 32 (42.67%) Analytics
2 31 (41.33%) C++
3 30 (40.00%) SQL
3 30 (40.00%) Big Data
4 29 (38.67%) Java
5 24 (32.00%) Agile Software Development
6 22 (29.33%) C#
6 22 (29.33%) Python
7 21 (28.00%) Degree
8 20 (26.67%) Security Cleared
9 19 (25.33%) Data Analytics
10 18 (24.00%) Finance
11 16 (21.33%) SAS
11 16 (21.33%) Analytical Skills
12 15 (20.00%) DV Cleared
12 15 (20.00%) R
12 15 (20.00%) JavaScript
12 15 (20.00%) SQL Server
13 14 (18.67%) SPSS
13 14 (18.67%) Programme Management
13 14 (18.67%) Management Information System
13 14 (18.67%) Machine Learning
14 13 (17.33%) Cybersecurity
14 13 (17.33%) Reverse Engineering
14 13 (17.33%) Software Engineering
14 13 (17.33%) MATLAB
14 13 (17.33%) PhD
15 12 (16.00%) Scala
15 12 (16.00%) Elasticsearch
16 11 (14.67%) Service Design

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 16 (21.33%) SAS
2 12 (16.00%) Elasticsearch
3 10 (13.33%) Apache Spark
4 8 (10.67%) Node.js
5 6 (8.00%) Apache Pig
6 2 (2.67%) SharePoint
7 1 (1.33%) JBoss
Applications
1 14 (18.67%) SPSS
2 4 (5.33%) MS Excel
2 4 (5.33%) MS PowerPoint
3 2 (2.67%) Adobe Illustrator
3 2 (2.67%) Fireworks
3 2 (2.67%) MS Office
3 2 (2.67%) MS Visio
3 2 (2.67%) Photoshop
4 1 (1.33%) Spreadsheet
Business Applications
1 1 (1.33%) SAP CO
1 1 (1.33%) SAP FI
1 1 (1.33%) SAP FI/CO
Cloud Services
1 5 (6.67%) Amazon AWS
Communications & Networking
1 4 (5.33%) Bluetooth
1 4 (5.33%) Wideband
2 2 (2.67%) HTTPS
3 1 (1.33%) Internet
Database & Business Intelligence
1 30 (40.00%) Big Data
2 15 (20.00%) SQL Server
3 11 (14.67%) Hadoop
4 7 (9.33%) MongoDB
4 7 (9.33%) SQL Server Reporting Services
5 6 (8.00%) Apache Hive
5 6 (8.00%) MySQL
5 6 (8.00%) PostgreSQL
5 6 (8.00%) SQL Server Analysis Services
6 5 (6.67%) Amazon DynamoDB
6 5 (6.67%) NoSQL
6 5 (6.67%) SQL Server Integration Services
7 4 (5.33%) Data Warehouse
8 3 (4.00%) RDBMS
8 3 (4.00%) Relational Database
9 2 (2.67%) GIS
9 2 (2.67%) PowerCenter
10 1 (1.33%) OLAP
10 1 (1.33%) Redis
10 1 (1.33%) SQL Server 2012
Development Applications
1 2 (2.67%) Balsamiq Mockups
1 2 (2.67%) Visual Studio
2 1 (1.33%) Atlassian Bamboo
2 1 (1.33%) EasyMock
2 1 (1.33%) Eclipse
2 1 (1.33%) Git (software)
2 1 (1.33%) IntelliJ
2 1 (1.33%) Jenkins
2 1 (1.33%) JUnit
2 1 (1.33%) Maven
2 1 (1.33%) Mockito
2 1 (1.33%) Sonatype Nexus
2 1 (1.33%) Subversion
2 1 (1.33%) Vagrant
General
1 18 (24.00%) Finance
2 9 (12.00%) Billing
2 9 (12.00%) Retail
3 4 (5.33%) Banking
3 4 (5.33%) Electronics
3 4 (5.33%) Telecoms
4 2 (2.67%) Investment Banking
4 2 (2.67%) Marketing
5 1 (1.33%) Spanish Language
Job Titles
1 15 (20.00%) Data Scientist
2 10 (13.33%) Senior Manager
3 9 (12.00%) Developer
3 9 (12.00%) Programme Manager
3 9 (12.00%) Senior Programme Manager
4 8 (10.67%) Administrator
5 7 (9.33%) Analyst
5 7 (9.33%) Software Engineer
6 5 (6.67%) AWS Engineer
6 5 (6.67%) C# Software Engineer
6 5 (6.67%) C++ Software Engineer
6 5 (6.67%) DBA
6 5 (6.67%) Elasticsearch Engineer
6 5 (6.67%) Java Engineer
6 5 (6.67%) Java Software Engineer
6 5 (6.67%) Machine Learning Engineer
6 5 (6.67%) Senior Data Scientist
6 5 (6.67%) Systems Engineer
7 4 (5.33%) Firmware Engineer
7 4 (5.33%) Senior Firmware Engineer
Libraries, Frameworks & Software Standards
1 11 (14.67%) HTML
2 10 (13.33%) CSS
3 9 (12.00%) AngularJS
4 8 (10.67%) .NET
5 5 (6.67%) ASP.NET
5 5 (6.67%) ASP.NET MVC
5 5 (6.67%) KnockoutJS
6 4 (5.33%) Hibernate
6 4 (5.33%) HTML5
6 4 (5.33%) Spring
7 3 (4.00%) Apache Camel
7 3 (4.00%) CSS3
7 3 (4.00%) Middleware
8 2 (2.67%) Natural Language Processing
9 1 (1.33%) JSON
9 1 (1.33%) ODBC
9 1 (1.33%) REST
9 1 (1.33%) Spring Integration
9 1 (1.33%) Web Services
Miscellaneous
1 16 (21.33%) Analytical Skills
2 14 (18.67%) Management Information System
3 10 (13.33%) Algorithms
4 9 (12.00%) Computer Science
4 9 (12.00%) Economics
4 9 (12.00%) Smart Meter
5 7 (9.33%) Visualisation
6 6 (8.00%) Mathematics
6 6 (8.00%) User Experience
7 4 (5.33%) ASIC
8 3 (4.00%) PKI
9 2 (2.67%) Artificial Intelligence
9 2 (2.67%) Cyberthreat
9 2 (2.67%) Hedge funds
9 2 (2.67%) Neural Network
9 2 (2.67%) Statistics
9 2 (2.67%) SWIFT
10 1 (1.33%) Data Centre
10 1 (1.33%) DTV
10 1 (1.33%) Video on Demand
Operating Systems
1 6 (8.00%) Windows
2 3 (4.00%) Linux
Processes & Methodologies
1 32 (42.67%) Analytics
2 24 (32.00%) Agile Software Development
3 19 (25.33%) Data Analytics
4 14 (18.67%) Machine Learning
4 14 (18.67%) Programme Management
5 13 (17.33%) Cybersecurity
5 13 (17.33%) Reverse Engineering
5 13 (17.33%) Software Engineering
6 11 (14.67%) PRINCE2
6 11 (14.67%) Project Management
6 11 (14.67%) Service Design
7 10 (13.33%) CRM
7 10 (13.33%) ITIL
8 9 (12.00%) Change Management
8 9 (12.00%) Predictive Analytics
8 9 (12.00%) Stakeholder Management
8 9 (12.00%) Translating Business Requirements
9 8 (10.67%) Business Intelligence
9 8 (10.67%) Data Analysis
10 7 (9.33%) Mentoring
Programming Languages
1 31 (41.33%) C++
2 30 (40.00%) SQL
3 29 (38.67%) Java
4 22 (29.33%) C#
4 22 (29.33%) Python
5 15 (20.00%) JavaScript
5 15 (20.00%) R
6 13 (17.33%) MATLAB
7 12 (16.00%) Scala
8 5 (6.67%) Perl
9 4 (5.33%) C
9 4 (5.33%) Ruby
9 4 (5.33%) VBA
10 3 (4.00%) PL/SQL
10 3 (4.00%) VB.NET
11 2 (2.67%) PHP
11 2 (2.67%) SAS Macro
12 1 (1.33%) T-SQL
Qualifications
1 21 (28.00%) Degree
2 20 (26.67%) Security Cleared
3 15 (20.00%) DV Cleared
4 13 (17.33%) PhD
5 11 (14.67%) PMI Certification
5 11 (14.67%) PMP
6 10 (13.33%) SC Cleared
7 9 (12.00%) CITP
7 9 (12.00%) PRINCE2 Certification
8 1 (1.33%) ACCA
8 1 (1.33%) CIMA
Quality Assurance & Compliance
1 9 (12.00%) ISO 9001
2 1 (1.33%) QA
System Software
1 4 (5.33%) Firmware
2 3 (4.00%) Hyper-V
2 3 (4.00%) VMware Infrastructure
Systems Management
1 1 (1.33%) Kibana
1 1 (1.33%) ZABBIX
Vendors
1 4 (5.33%) Oracle
2 3 (4.00%) Microsoft
2 3 (4.00%) VMware
3 2 (2.67%) Cloudera
3 2 (2.67%) i2
3 2 (2.67%) Informatica
3 2 (2.67%) Tableau
4 1 (1.33%) Hyperion
4 1 (1.33%) Infobright
4 1 (1.33%) SAP
Exeter
aap3
Salary: £25000 - £30000 per annum + Excellent Benefits
Posted: 11 days ago