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

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 214 215 225
Rank change year-on-year
+1 +10
Permanent jobs citing Data Mining 32 31 6
As % of all permanent IT jobs located in the South West 0.57% 0.51% 0.10%
As % of the Database & Business Intelligence category 1.75% 1.65% 0.31%
Number of salaries quoted 23 30 4
Median salary £60,000 £37,500 £41,000
Median salary % change year-on-year
+60.00% -8.53%
90% offered a salary of more than £50,000 £34,650 £38,250
10% offered a salary of more than £70,000 £50,000 £47,600
UK excluding London median salary £45,000 £44,500 £40,000
% change year-on-year
+1.12% +11.25%
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
1826 1883 1907
As % of all permanent IT jobs located in the South West 32.77% 30.96% 32.91%
Number of salaries quoted 1524 1569 1661
Median salary £42,500 £38,500 £37,500
Median salary % change year-on-year
+10.38% +2.66%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £57,500 £52,500 £55,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 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 5 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
Bristol +12 12 £57,500 +53.33% 2
Gloucestershire +9 8 £50,000 +17.64%
Devon +11 7 £70,000 +48.93% 2
Wiltshire -17 4 £65,000 +85.71%
Somerset +1 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 5 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 36 (45.00%) Big Data
2 35 (43.75%) Analytics
3 28 (35.00%) SQL
4 27 (33.75%) C++
5 23 (28.75%) Java
5 23 (28.75%) Agile Software Development
6 22 (27.50%) C#
7 19 (23.75%) Programme Management
7 19 (23.75%) Management Information System
7 19 (23.75%) Degree
7 19 (23.75%) Security Cleared
8 18 (22.50%) Python
9 17 (21.25%) SQL Server
10 16 (20.00%) ITIL
10 16 (20.00%) PRINCE2
10 16 (20.00%) ISO 9001
10 16 (20.00%) PMP
10 16 (20.00%) PMI Certification
10 16 (20.00%) Project Management
10 16 (20.00%) Smart Meter
10 16 (20.00%) CITP
10 16 (20.00%) Predictive Analytics
10 16 (20.00%) Service Design
11 15 (18.75%) Data Analytics
11 15 (18.75%) CRM
11 15 (18.75%) JavaScript
12 14 (17.50%) PRINCE2 Certification
12 14 (17.50%) Change Management
12 14 (17.50%) Finance
12 14 (17.50%) Retail

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 13 (16.25%) Elasticsearch
2 12 (15.00%) SAS
3 9 (11.25%) Node.js
4 6 (7.50%) Apache Spark
5 2 (2.50%) Apache Pig
5 2 (2.50%) SharePoint
6 1 (1.25%) JBoss
Applications
1 12 (15.00%) SPSS
2 5 (6.25%) MS Excel
2 5 (6.25%) MS PowerPoint
3 3 (3.75%) MS Office
3 3 (3.75%) MS Visio
4 2 (2.50%) Adobe Illustrator
4 2 (2.50%) Fireworks
4 2 (2.50%) Photoshop
Business Applications
1 2 (2.50%) SAP CRM
2 1 (1.25%) SAP CO
2 1 (1.25%) SAP FI
2 1 (1.25%) SAP FI/CO
Cloud Services
1 6 (7.50%) Amazon AWS
Communications & Networking
1 5 (6.25%) Bluetooth
1 5 (6.25%) Wideband
2 2 (2.50%) HTTPS
3 1 (1.25%) Internet
Database & Business Intelligence
1 36 (45.00%) Big Data
2 17 (21.25%) SQL Server
3 9 (11.25%) SQL Server Reporting Services
4 8 (10.00%) SQL Server Analysis Services
5 7 (8.75%) Data Warehouse
5 7 (8.75%) Hadoop
5 7 (8.75%) MongoDB
5 7 (8.75%) MySQL
5 7 (8.75%) PostgreSQL
5 7 (8.75%) SQL Server Integration Services
6 6 (7.50%) Amazon DynamoDB
7 5 (6.25%) NoSQL
8 3 (3.75%) PowerCenter
8 3 (3.75%) RDBMS
8 3 (3.75%) Relational Database
9 2 (2.50%) Apache Hive
9 2 (2.50%) BusinessObjects
9 2 (2.50%) Data Mart
9 2 (2.50%) GIS
10 1 (1.25%) SQL Server 2008
Development Applications
1 2 (2.50%) Balsamiq Mockups
1 2 (2.50%) ERwin
1 2 (2.50%) Visual Studio
2 1 (1.25%) Atlassian Bamboo
2 1 (1.25%) EasyMock
2 1 (1.25%) Eclipse
2 1 (1.25%) Git (software)
2 1 (1.25%) IntelliJ
2 1 (1.25%) Jenkins
2 1 (1.25%) JUnit
2 1 (1.25%) Maven
2 1 (1.25%) Mockito
2 1 (1.25%) Sonatype Nexus
2 1 (1.25%) Subversion
2 1 (1.25%) Vagrant
General
1 14 (17.50%) Finance
1 14 (17.50%) Retail
2 12 (15.00%) Billing
3 5 (6.25%) Electronics
3 5 (6.25%) Telecoms
4 4 (5.00%) Banking
5 2 (2.50%) Investment Banking
5 2 (2.50%) Marketing
Job Titles
1 14 (17.50%) Programme Manager
2 13 (16.25%) Senior Manager
3 12 (15.00%) Senior Programme Manager
4 11 (13.75%) Data Scientist
4 11 (13.75%) Developer
5 8 (10.00%) Administrator
5 8 (10.00%) Analyst
6 6 (7.50%) AWS Engineer
6 6 (7.50%) Elasticsearch Engineer
6 6 (7.50%) Machine Learning Engineer
6 6 (7.50%) Software Engineer
7 5 (6.25%) Bluetooth Engineer
7 5 (6.25%) DBA
7 5 (6.25%) Firmware Engineer
7 5 (6.25%) Senior Data Scientist
7 5 (6.25%) Senior Firmware Engineer
7 5 (6.25%) Systems Engineer
8 4 (5.00%) C++ Software Engineer
8 4 (5.00%) Java Engineer
8 4 (5.00%) SQL DBA
Libraries, Frameworks & Software Standards
1 12 (15.00%) HTML
2 11 (13.75%) CSS
3 10 (12.50%) AngularJS
4 9 (11.25%) .NET
5 6 (7.50%) ASP.NET
5 6 (7.50%) ASP.NET MVC
5 6 (7.50%) KnockoutJS
6 4 (5.00%) Hibernate
6 4 (5.00%) HTML5
6 4 (5.00%) Spring
7 3 (3.75%) Apache Camel
7 3 (3.75%) CSS3
7 3 (3.75%) Middleware
8 2 (2.50%) Natural Language Processing
9 1 (1.25%) JSON
9 1 (1.25%) ODBC
9 1 (1.25%) REST
9 1 (1.25%) Spring Integration
9 1 (1.25%) Web Services
Miscellaneous
1 19 (23.75%) Management Information System
2 16 (20.00%) Smart Meter
3 14 (17.50%) Economics
4 12 (15.00%) Analytical Skills
5 9 (11.25%) Algorithms
6 7 (8.75%) User Experience
6 7 (8.75%) Visualisation
7 6 (7.50%) Mathematics
8 5 (6.25%) ASIC
8 5 (6.25%) Computer Science
9 3 (3.75%) PKI
10 2 (2.50%) Artificial Intelligence
10 2 (2.50%) Cyberthreat
10 2 (2.50%) Freedom of Information
10 2 (2.50%) Hedge funds
10 2 (2.50%) Neural Network
10 2 (2.50%) Statistics
10 2 (2.50%) SWIFT
11 1 (1.25%) Data Centre
Operating Systems
1 7 (8.75%) Windows
2 3 (3.75%) Linux
Processes & Methodologies
1 35 (43.75%) Analytics
2 23 (28.75%) Agile Software Development
3 19 (23.75%) Programme Management
4 16 (20.00%) ITIL
4 16 (20.00%) Predictive Analytics
4 16 (20.00%) PRINCE2
4 16 (20.00%) Project Management
4 16 (20.00%) Service Design
5 15 (18.75%) CRM
5 15 (18.75%) Data Analytics
6 14 (17.50%) Change Management
6 14 (17.50%) Translating Business Requirements
7 12 (15.00%) Cybersecurity
7 12 (15.00%) Reverse Engineering
7 12 (15.00%) Software Engineering
8 11 (13.75%) Machine Learning
9 10 (12.50%) Mentoring
10 9 (11.25%) Business Intelligence
10 9 (11.25%) Stakeholder Management
11 8 (10.00%) Data Analysis
Programming Languages
1 28 (35.00%) SQL
2 27 (33.75%) C++
3 23 (28.75%) Java
4 22 (27.50%) C#
5 18 (22.50%) Python
6 15 (18.75%) JavaScript
7 10 (12.50%) R
8 9 (11.25%) MATLAB
9 8 (10.00%) Scala
10 6 (7.50%) Perl
11 5 (6.25%) C
11 5 (6.25%) VBA
12 4 (5.00%) PL/SQL
12 4 (5.00%) Ruby
13 3 (3.75%) T-SQL
13 3 (3.75%) VB.NET
14 2 (2.50%) PHP
14 2 (2.50%) SAS Macro
Qualifications
1 19 (23.75%) Degree
1 19 (23.75%) Security Cleared
2 16 (20.00%) CITP
2 16 (20.00%) PMI Certification
2 16 (20.00%) PMP
3 14 (17.50%) DV Cleared
3 14 (17.50%) PRINCE2 Certification
4 10 (12.50%) SC Cleared
5 9 (11.25%) PhD
6 1 (1.25%) ACCA
6 1 (1.25%) CIMA
Quality Assurance & Compliance
1 16 (20.00%) ISO 9001
2 2 (2.50%) Data Quality
2 2 (2.50%) TickIT
System Software
1 5 (6.25%) Firmware
2 3 (3.75%) Hyper-V
2 3 (3.75%) VMware Infrastructure
Vendors
1 7 (8.75%) Oracle
2 5 (6.25%) Microsoft
2 5 (6.25%) SAP
3 3 (3.75%) Informatica
3 3 (3.75%) VMware
4 2 (2.50%) Cloudera
4 2 (2.50%) i2
5 1 (1.25%) Hyperion
5 1 (1.25%) Infobright
5 1 (1.25%) Tableau
Exeter, Devon
Edge Specialist Recruitment
Salary: £50000 - £70000 per annum + Flexitime & More
Posted: 5 days ago
Exeter, Devon
Edge Specialist Recruitment
Salary: £30000 - £50000 per annum + Flexitime & More
Posted: 5 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £55,000 per annum
Posted: 6 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: 6 days ago