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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 207 231 237
Rank change year-on-year
+24 +6
Permanent jobs citing Data Mining 26 25 6
As % of all permanent IT jobs located in the South West 0.50% 0.41% 0.098%
As % of the Database & Business Intelligence category 1.54% 1.26% 0.29%
Number of salaries quoted 23 25 4
Median salary £50,000 £37,500 £42,500
Median salary % change year-on-year
+33.33% -11.76%
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
1688 1991 2060
As % of all permanent IT jobs located in the South West 32.42% 32.93% 33.78%
Number of salaries quoted 1416 1688 1751
Median salary £40,000 £38,533 £37,500
Median salary % change year-on-year
+3.80% +2.75%
90% offered a salary of more than £30,000 £27,000 £27,500
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 June 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 June 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 - 15 £50,000 -
Bristol +21 5 £31,000 -17.33% 2
Gloucestershire - 4 £50,000 -
Somerset - 2 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 29 June 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 (48.48%) C++
1 32 (48.48%) Java
2 31 (46.97%) SQL
3 27 (40.91%) Analytics
4 26 (39.39%) Python
5 24 (36.36%) Finance
6 22 (33.33%) R
7 21 (31.82%) Big Data
7 21 (31.82%) Analytical Skills
7 21 (31.82%) SAS
8 19 (28.79%) SPSS
9 18 (27.27%) Degree
9 18 (27.27%) Data Analytics
9 18 (27.27%) Machine Learning
10 17 (25.76%) MATLAB
10 17 (25.76%) PhD
10 17 (25.76%) C#
11 16 (24.24%) Scala
12 15 (22.73%) Hadoop
13 14 (21.21%) DV Cleared
13 14 (21.21%) Security Cleared
13 14 (21.21%) Apache Spark
14 13 (19.70%) Computer Science
14 13 (19.70%) Agile Software Development
15 12 (18.18%) Software Engineering
15 12 (18.18%) SQL Server
15 12 (18.18%) Reverse Engineering
15 12 (18.18%) Cybersecurity
16 11 (16.67%) Elasticsearch
16 11 (16.67%) JavaScript

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 21 (31.82%) SAS
2 14 (21.21%) Apache Spark
3 11 (16.67%) Elasticsearch
4 10 (15.15%) Apache Pig
5 2 (3.03%) SharePoint
6 1 (1.52%) JBoss
Applications
1 19 (28.79%) SPSS
2 4 (6.06%) MS PowerPoint
3 3 (4.55%) MS Excel
3 3 (4.55%) Spreadsheet
4 2 (3.03%) MS Office
4 2 (3.03%) MS Visio
Business Applications
1 1 (1.52%) SAP CO
1 1 (1.52%) SAP FI
1 1 (1.52%) SAP FI/CO
Cloud Services
1 4 (6.06%) Amazon AWS
Communications & Networking
1 2 (3.03%) Bluetooth
1 2 (3.03%) HTTPS
1 2 (3.03%) Internet
1 2 (3.03%) Wideband
Database & Business Intelligence
1 21 (31.82%) Big Data
2 15 (22.73%) Hadoop
3 12 (18.18%) SQL Server
4 10 (15.15%) Apache Hive
5 7 (10.61%) MongoDB
6 5 (7.58%) MySQL
6 5 (7.58%) NoSQL
6 5 (7.58%) PostgreSQL
6 5 (7.58%) SQL Server Reporting Services
7 4 (6.06%) Amazon DynamoDB
7 4 (6.06%) SQL Server Analysis Services
8 3 (4.55%) Data Warehouse
8 3 (4.55%) RDBMS
8 3 (4.55%) Relational Database
8 3 (4.55%) SQL Server Integration Services
9 2 (3.03%) GIS
9 2 (3.03%) PowerCenter
10 1 (1.52%) Apache Cassandra
10 1 (1.52%) Power BI
10 1 (1.52%) Redis
Development Applications
1 2 (3.03%) Visual Studio
2 1 (1.52%) Atlassian Bamboo
2 1 (1.52%) EasyMock
2 1 (1.52%) Eclipse
2 1 (1.52%) Git (software)
2 1 (1.52%) IntelliJ
2 1 (1.52%) Jenkins
2 1 (1.52%) JUnit
2 1 (1.52%) Maven
2 1 (1.52%) Mockito
2 1 (1.52%) Sonatype Nexus
2 1 (1.52%) Subversion
2 1 (1.52%) Vagrant
General
1 24 (36.36%) Finance
2 7 (10.61%) Retail
3 6 (9.09%) Billing
4 3 (4.55%) Marketing
5 2 (3.03%) Banking
5 2 (3.03%) Electronics
5 2 (3.03%) Investment Banking
5 2 (3.03%) Telecoms
6 1 (1.52%) General Ledger
6 1 (1.52%) Spanish Language
Job Titles
1 20 (30.30%) Data Scientist
2 10 (15.15%) Analyst
3 9 (13.64%) Developer
4 7 (10.61%) Senior Manager
5 6 (9.09%) Programme Manager
5 6 (9.09%) Senior Programme Manager
5 6 (9.09%) Software Engineer
6 5 (7.58%) C# Software Engineer
6 5 (7.58%) C++ Software Engineer
6 5 (7.58%) Java Engineer
6 5 (7.58%) Java Software Engineer
6 5 (7.58%) Senior Data Scientist
7 4 (6.06%) AWS Engineer
7 4 (6.06%) Business Intelligence Analyst
7 4 (6.06%) Elasticsearch Engineer
7 4 (6.06%) Machine Learning Engineer
8 3 (4.55%) C# Developer
8 3 (4.55%) DBA
8 3 (4.55%) Security Engineer
8 3 (4.55%) SQL DBA
Libraries, Frameworks & Software Standards
1 8 (12.12%) AngularJS
1 8 (12.12%) HTML
2 7 (10.61%) CSS
2 7 (10.61%) Node.js
3 4 (6.06%) .NET
3 4 (6.06%) ASP.NET
3 4 (6.06%) ASP.NET MVC
3 4 (6.06%) Hibernate
3 4 (6.06%) HTML5
3 4 (6.06%) KnockoutJS
3 4 (6.06%) Spring
4 3 (4.55%) Apache Camel
4 3 (4.55%) CSS3
4 3 (4.55%) Middleware
5 2 (3.03%) Natural Language Processing
6 1 (1.52%) JSON
6 1 (1.52%) ODBC
6 1 (1.52%) REST
6 1 (1.52%) Spring Integration
6 1 (1.52%) Web Services
Miscellaneous
1 21 (31.82%) Analytical Skills
2 13 (19.70%) Computer Science
3 9 (13.64%) Algorithms
4 7 (10.61%) Mathematics
5 6 (9.09%) Economics
5 6 (9.09%) Management Information System
5 6 (9.09%) Smart Meter
5 6 (9.09%) Visualisation
6 3 (4.55%) PKI
6 3 (4.55%) Statistics
7 2 (3.03%) Artificial Intelligence
7 2 (3.03%) ASIC
7 2 (3.03%) Cyberthreat
7 2 (3.03%) Hedge funds
7 2 (3.03%) Neural Network
7 2 (3.03%) SWIFT
7 2 (3.03%) User Experience
7 2 (3.03%) Virtual Team
8 1 (1.52%) Data Centre
8 1 (1.52%) DTV
Operating Systems
1 4 (6.06%) Windows
2 3 (4.55%) Linux
Processes & Methodologies
1 27 (40.91%) Analytics
2 18 (27.27%) Data Analytics
2 18 (27.27%) Machine Learning
3 13 (19.70%) Agile Software Development
4 12 (18.18%) Cybersecurity
4 12 (18.18%) Reverse Engineering
4 12 (18.18%) Software Engineering
5 8 (12.12%) Business Intelligence
5 8 (12.12%) PRINCE2
5 8 (12.12%) Project Management
6 7 (10.61%) CRM
6 7 (10.61%) ITIL
6 7 (10.61%) Predictive Analytics
7 6 (9.09%) Change Management
7 6 (9.09%) Data Analysis
7 6 (9.09%) Programme Management
7 6 (9.09%) Service Design
7 6 (9.09%) Translating Business Requirements
8 5 (7.58%) E-Commerce
8 5 (7.58%) Ethical Hacking
Programming Languages
1 32 (48.48%) C++
1 32 (48.48%) Java
2 31 (46.97%) SQL
3 26 (39.39%) Python
4 22 (33.33%) R
5 17 (25.76%) C#
5 17 (25.76%) MATLAB
6 16 (24.24%) Scala
7 11 (16.67%) JavaScript
8 4 (6.06%) Ruby
8 4 (6.06%) VBA
9 3 (4.55%) Perl
9 3 (4.55%) PL/SQL
10 2 (3.03%) C
10 2 (3.03%) SAS Macro
11 1 (1.52%) PHP
11 1 (1.52%) T-SQL
Qualifications
1 18 (27.27%) Degree
2 17 (25.76%) PhD
3 14 (21.21%) DV Cleared
3 14 (21.21%) Security Cleared
4 8 (12.12%) PMI Certification
4 8 (12.12%) PMP
5 6 (9.09%) CITP
5 6 (9.09%) PRINCE2 Certification
6 5 (7.58%) SC Cleared
7 1 (1.52%) ACCA
7 1 (1.52%) CIMA
Quality Assurance & Compliance
1 6 (9.09%) ISO 9001
2 1 (1.52%) QA
System Software
1 3 (4.55%) Hyper-V
1 3 (4.55%) VMware Infrastructure
2 2 (3.03%) Firmware
Systems Management
1 1 (1.52%) Kibana
1 1 (1.52%) ZABBIX
Vendors
1 5 (7.58%) Tableau
2 4 (6.06%) Oracle
3 3 (4.55%) Microsoft
3 3 (4.55%) VMware
4 2 (3.03%) Cloudera
4 2 (3.03%) i2
4 2 (3.03%) Informatica
5 1 (1.52%) Hyperion
5 1 (1.52%) Infobright
5 1 (1.52%) SAP
Swindon, Wiltshire
Catalent Pharma Solutions LLC
Posted: 10 hours ago
Bristol, Avon
Robert Walters
Salary: £26000 - £34000 per annum
Posted: 2 days ago
Bristol, Avon
Cognizant
Posted: 7 days ago