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

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 200 230 216
Rank change year-on-year
+30 -14
Permanent jobs citing Data Mining 46 21 23
As % of all permanent IT jobs located in the South West 0.82% 0.36% 0.37%
As % of the Database & Business Intelligence category 2.65% 1.12% 1.11%
Number of salaries quoted 39 21 16
Median salary £50,000 £35,000 £35,000
Median salary % change year-on-year
+42.85% -
90% offered a salary of more than £30,000 £28,000 £28,000
10% offered a salary of more than £55,000 £50,000 £57,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
1739 1880 2079
As % of all permanent IT jobs located in the South West 30.90% 31.81% 33.53%
Number of salaries quoted 1468 1606 1771
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 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £55,000
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 26 August 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 26 August 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 - 1
Somerset - 11 £55,000 - 3
Gloucestershire - 9 £50,000 - 1
Bristol +10 7 £30,000 -27.27% 4
Cornwall - 3 - - 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 26 August 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 45 (63.38%) Java
2 43 (60.56%) SQL
3 36 (50.70%) C++
4 33 (46.48%) Finance
5 29 (40.85%) Analytical Skills
6 28 (39.44%) R
7 27 (38.03%) Degree
8 26 (36.62%) Python
8 26 (36.62%) SAS
8 26 (36.62%) Analytics
9 25 (35.21%) SPSS
10 24 (33.80%) PhD
10 24 (33.80%) Agile Software Development
11 23 (32.39%) Machine Learning
12 22 (30.99%) Data Analytics
12 22 (30.99%) MATLAB
13 21 (29.58%) Computer Science
13 21 (29.58%) Scala
13 21 (29.58%) Apache Spark
14 19 (26.76%) Hadoop
15 18 (25.35%) Apache Pig
15 18 (25.35%) Big Data
15 18 (25.35%) Apache Hive
16 15 (21.13%) C#
17 14 (19.72%) DV Cleared
17 14 (19.72%) Security Cleared
18 13 (18.31%) Reverse Engineering
18 13 (18.31%) Algorithms
18 13 (18.31%) Cybersecurity
18 13 (18.31%) 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 26 (36.62%) SAS
2 21 (29.58%) Apache Spark
3 18 (25.35%) Apache Pig
4 8 (11.27%) JBoss
5 3 (4.23%) Elasticsearch
Applications
1 25 (35.21%) SPSS
2 3 (4.23%) MS Excel
2 3 (4.23%) Spreadsheet
Business Applications
1 3 (4.23%) WebTrends
Cloud Services
1 1 (1.41%) Amazon AWS
Communications & Networking
1 9 (12.68%) Internet
2 3 (4.23%) DNS
Database & Business Intelligence
1 19 (26.76%) Hadoop
2 18 (25.35%) Apache Hive
2 18 (25.35%) Big Data
3 11 (15.49%) NoSQL
4 9 (12.68%) MySQL
4 9 (12.68%) PostgreSQL
4 9 (12.68%) SQL Server
5 8 (11.27%) Apache Cassandra
5 8 (11.27%) Data Warehouse
5 8 (11.27%) Redis
6 6 (8.45%) SQL Server Integration Services
7 5 (7.04%) SQL Server Analysis Services
7 5 (7.04%) SQL Server Reporting Services
8 3 (4.23%) BusinessObjects
8 3 (4.23%) Data Mart
8 3 (4.23%) Relational Database
9 2 (2.82%) Biml
9 2 (2.82%) MongoDB
10 1 (1.41%) Amazon DynamoDB
10 1 (1.41%) WhereScape RED
Development Applications
1 8 (11.27%) Atlassian Bamboo
1 8 (11.27%) EasyMock
1 8 (11.27%) Eclipse
1 8 (11.27%) Git (software)
1 8 (11.27%) IntelliJ
1 8 (11.27%) Jenkins
1 8 (11.27%) JUnit
1 8 (11.27%) Maven
1 8 (11.27%) Mockito
1 8 (11.27%) Sonatype Nexus
1 8 (11.27%) Subversion
1 8 (11.27%) Vagrant
2 2 (2.82%) JIRA
2 2 (2.82%) SQL Server Management Studio (SSMS)
3 1 (1.41%) Visual Studio
General
1 33 (46.48%) Finance
2 4 (5.63%) Retail
3 2 (2.82%) Billing
3 2 (2.82%) Marketing
3 2 (2.82%) Publishing
4 1 (1.41%) General Ledger
4 1 (1.41%) Spanish Language
Job Titles
1 25 (35.21%) Data Scientist
2 16 (22.54%) Developer
3 11 (15.49%) Software Engineer
4 8 (11.27%) Analyst
4 8 (11.27%) C# Software Engineer
4 8 (11.27%) C++ Software Engineer
4 8 (11.27%) Java Developer
4 8 (11.27%) Java Engineer
4 8 (11.27%) Java Software Engineer
5 5 (7.04%) Business Intelligence Developer
6 4 (5.63%) Data Engineer
6 4 (5.63%) Senior Developer
6 4 (5.63%) Senior Java Developer
7 3 (4.23%) Business Intelligence Analyst
7 3 (4.23%) Data Analyst
7 3 (4.23%) Data Protection Engineer
7 3 (4.23%) Senior Data Scientist
7 3 (4.23%) Senior Manager
8 2 (2.82%) Business Manager
8 2 (2.82%) C# Developer
Libraries, Frameworks & Software Standards
1 9 (12.68%) AngularJS
1 9 (12.68%) HTML
2 8 (11.27%) Hibernate
2 8 (11.27%) HTML5
2 8 (11.27%) JSON
2 8 (11.27%) REST
2 8 (11.27%) Spring
2 8 (11.27%) Spring Integration
2 8 (11.27%) Web Services
3 3 (4.23%) .NET
4 2 (2.82%) MDX
4 2 (2.82%) Natural Language Processing
5 1 (1.41%) ASP.NET
5 1 (1.41%) ASP.NET MVC
5 1 (1.41%) CSS
5 1 (1.41%) KnockoutJS
5 1 (1.41%) Node.js
Miscellaneous
1 29 (40.85%) Analytical Skills
2 21 (29.58%) Computer Science
3 13 (18.31%) Algorithms
4 8 (11.27%) Data Centre
5 6 (8.45%) Mathematics
6 5 (7.04%) Management Information System
7 4 (5.63%) Statistics
8 3 (4.23%) Enterprise Software
8 3 (4.23%) User Experience
9 2 (2.82%) Artificial Intelligence
9 2 (2.82%) Economics
9 2 (2.82%) Neural Network
9 2 (2.82%) Smart Meter
9 2 (2.82%) Visualisation
10 1 (1.41%) Cyberthreat
10 1 (1.41%) Digital TV
10 1 (1.41%) Video on Demand
Operating Systems
1 9 (12.68%) Linux
2 4 (5.63%) Windows
3 3 (4.23%) Windows Server
Processes & Methodologies
1 26 (36.62%) Analytics
2 24 (33.80%) Agile Software Development
3 23 (32.39%) Machine Learning
4 22 (30.99%) Data Analytics
5 13 (18.31%) Cybersecurity
5 13 (18.31%) Reverse Engineering
5 13 (18.31%) Software Engineering
6 11 (15.49%) Ethical Hacking
6 11 (15.49%) Threat Detection
7 9 (12.68%) Business Intelligence
8 8 (11.27%) Automated Testing
8 8 (11.27%) Build Automation
8 8 (11.27%) High Availability
8 8 (11.27%) Kanban
8 8 (11.27%) Mentoring
8 8 (11.27%) Refactoring
8 8 (11.27%) Scrum
8 8 (11.27%) SOA
8 8 (11.27%) User Stories
9 6 (8.45%) Data Protection
Programming Languages
1 45 (63.38%) Java
2 43 (60.56%) SQL
3 36 (50.70%) C++
4 28 (39.44%) R
5 26 (36.62%) Python
6 22 (30.99%) MATLAB
7 21 (29.58%) Scala
8 15 (21.13%) C#
9 8 (11.27%) PHP
10 6 (8.45%) T-SQL
11 5 (7.04%) JavaScript
12 1 (1.41%) Perl
12 1 (1.41%) Ruby
12 1 (1.41%) SAS Macro
Qualifications
1 27 (38.03%) Degree
2 24 (33.80%) PhD
3 14 (19.72%) DV Cleared
3 14 (19.72%) Security Cleared
4 3 (4.23%) ITIL Certification
4 3 (4.23%) MCITP
4 3 (4.23%) Microsoft Certification
5 2 (2.82%) CITP
5 2 (2.82%) PMI Certification
5 2 (2.82%) PMP
5 2 (2.82%) PRINCE2 Certification
6 1 (1.41%) SC Cleared
Quality Assurance & Compliance
1 3 (4.23%) Data Quality
1 3 (4.23%) QA
1 3 (4.23%) SLA
2 2 (2.82%) ISO 9001
System Software
1 3 (4.23%) Active Directory
1 3 (4.23%) Hyper-V
1 3 (4.23%) VMware Infrastructure
Systems Management
1 3 (4.23%) NetBackup
2 1 (1.41%) Kibana
2 1 (1.41%) ZABBIX
Vendors
1 8 (11.27%) Infobright
2 6 (8.45%) Microsoft
3 4 (5.63%) Oracle
3 4 (5.63%) Tableau
4 3 (4.23%) 3PAR
4 3 (4.23%) HP
4 3 (4.23%) Veeam
4 3 (4.23%) Veritas
4 3 (4.23%) VMware
5 2 (2.82%) RedGate
6 1 (1.41%) Cloudera
6 1 (1.41%) Cognizant
6 1 (1.41%) i2
Exeter, Devon
Provide Consulting Ltd
Posted: Yesterday
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: Yesterday
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 2 days ago
Bristol, Avon
EasyWebRecruitment.com
Salary: £24,475 - £29,758
Posted: 4 days ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 4 days ago
Bath
CPS Group Limited
Salary: £25000 - £30000 per annum + pension, training
Posted: 23 days ago
Bath
Ampersand Consulting
Salary: £50000 - £60000 per annum + Benefits
Posted: 7 days ago
Nr. Newquay
King's Service Centre
Salary: Competitive
Posted: 8 days ago