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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / South West
Rank 213 228 235
Rank change year-on-year
+15 +7
Permanent jobs citing Data Mining 18 18 12
As % of all permanent IT jobs located in the South West 0.36% 0.32% 0.20%
As % of the Database & Business Intelligence category 1.21% 0.87% 0.57%
Number of salaries quoted 16 17 12
Median salary £52,500 £33,000 £40,000
Median salary % change year-on-year
+59.09% -17.50%
90% offered a salary of more than £41,250 £28,100 £28,000
10% offered a salary of more than £61,250 £56,000 £49,500
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
1491 2067 2100
As % of all permanent IT jobs located in the South West 30.15% 36.88% 34.68%
Number of salaries quoted 1275 1797 1887
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 £31,500 £27,500 £27,500
10% offered a salary of more than £65,000 £52,500 £57,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 19 January 2017.

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 19 January 2017. 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 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
Gloucestershire +1 11 £55,000 +12.82%
Somerset - 4 £50,000 -
Bristol -2 2 £50,000 +51.51%
Wiltshire +18 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 19 January 2017, 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 28 (70.00%) Big Data
2 25 (62.50%) Algorithms
3 24 (60.00%) Agile Software Development
4 23 (57.50%) Java
4 23 (57.50%) Security Cleared
5 22 (55.00%) DV Cleared
5 22 (55.00%) Reverse Engineering
5 22 (55.00%) Cybersecurity
5 22 (55.00%) C#
5 22 (55.00%) C++
5 22 (55.00%) Software Engineering
6 12 (30.00%) Ethical Hacking
6 12 (30.00%) Threat Detection
7 11 (27.50%) SQL
7 11 (27.50%) Business Intelligence
8 10 (25.00%) Penetration Testing
8 10 (25.00%) Elasticsearch
8 10 (25.00%) MongoDB
9 9 (22.50%) Data Warehouse
10 8 (20.00%) T-SQL
10 8 (20.00%) SQL Server Integration Services
11 7 (17.50%) SQL Server Analysis Services
11 7 (17.50%) SQL Server Reporting Services
11 7 (17.50%) Analytics
12 6 (15.00%) Hadoop
12 6 (15.00%) Degree
12 6 (15.00%) Data Modelling
12 6 (15.00%) ETL
13 5 (12.50%) SAS
13 5 (12.50%) Statistics

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 10 (25.00%) Elasticsearch
2 5 (12.50%) SAS
3 4 (10.00%) Apache Spark
4 1 (2.50%) Apache
4 1 (2.50%) Apache Pig
4 1 (2.50%) IIS
4 1 (2.50%) MQSeries
Applications
1 3 (7.50%) SPSS
2 2 (5.00%) MS Excel
3 1 (2.50%) MS Office
Cloud Services
1 5 (12.50%) Amazon AWS
2 3 (7.50%) Amazon EC2
2 3 (7.50%) Microsoft Azure
Communications & Networking
1 1 (2.50%) Internet
Database & Business Intelligence
1 28 (70.00%) Big Data
2 10 (25.00%) MongoDB
3 9 (22.50%) Data Warehouse
4 8 (20.00%) SQL Server Integration Services
5 7 (17.50%) SQL Server Analysis Services
5 7 (17.50%) SQL Server Reporting Services
6 6 (15.00%) Hadoop
7 4 (10.00%) BusinessObjects
7 4 (10.00%) Power BI
7 4 (10.00%) SQL Server
8 3 (7.50%) BusinessObjects Dashboards
9 2 (5.00%) Biml
9 2 (5.00%) Data Lake
9 2 (5.00%) Microsoft Power View
9 2 (5.00%) PowerPivot
9 2 (5.00%) QlikView
10 1 (2.50%) Apache Hive
10 1 (2.50%) Relational Database
10 1 (2.50%) WhereScape RED
Development Applications
1 2 (5.00%) JIRA
1 2 (5.00%) SQL Server Management Studio (SSMS)
General
1 2 (5.00%) Publishing
2 1 (2.50%) Aerospace
2 1 (2.50%) Marketing
Job Titles
1 16 (40.00%) Developer
2 12 (30.00%) Software Engineer
3 10 (25.00%) C# Developer
3 10 (25.00%) C# Software Engineer
3 10 (25.00%) C++ Software Engineer
3 10 (25.00%) Java Engineer
3 10 (25.00%) Java Software Engineer
4 6 (15.00%) Analyst
4 6 (15.00%) Business Intelligence Developer
5 3 (7.50%) Business Developer
5 3 (7.50%) Insight Analyst
5 3 (7.50%) Machine Learning Specialist
5 3 (7.50%) Technical Specialist
6 2 (5.00%) Architect
6 2 (5.00%) Business Architect
6 2 (5.00%) Business Intelligence Architect
6 2 (5.00%) Data Analyst
6 2 (5.00%) Junior
7 1 (2.50%) Solutions Architect
7 1 (2.50%) Technical Architect
Libraries, Frameworks & Software Standards
1 4 (10.00%) MDX
2 3 (7.50%) MLlib
2 3 (7.50%) scikit-learn
2 3 (7.50%) TensorFlow
2 3 (7.50%) Theano
3 2 (5.00%) .NET
Miscellaneous
1 25 (62.50%) Algorithms
2 5 (12.50%) Mathematics
2 5 (12.50%) Statistics
3 3 (7.50%) Data Centre
4 1 (2.50%) Analytical Skills
4 1 (2.50%) Artificial Intelligence
4 1 (2.50%) Computer Science
4 1 (2.50%) Enterprise Software
4 1 (2.50%) Neural Network
4 1 (2.50%) Physics
Operating Systems
1 1 (2.50%) Linux
Processes & Methodologies
1 24 (60.00%) Agile Software Development
2 22 (55.00%) Cybersecurity
2 22 (55.00%) Reverse Engineering
2 22 (55.00%) Software Engineering
3 12 (30.00%) Ethical Hacking
3 12 (30.00%) Threat Detection
4 11 (27.50%) Business Intelligence
5 10 (25.00%) Penetration Testing
6 7 (17.50%) Analytics
7 6 (15.00%) Data Modelling
7 6 (15.00%) ETL
8 4 (10.00%) Data Analytics
8 4 (10.00%) Machine Learning
9 3 (7.50%) Big Data Analytics
9 3 (7.50%) Dimensional Modelling
9 3 (7.50%) Presales
9 3 (7.50%) SDLC
9 3 (7.50%) Stakeholder Engagement
9 3 (7.50%) Stakeholder Management
10 2 (5.00%) CRM
Programming Languages
1 23 (57.50%) Java
2 22 (55.00%) C#
2 22 (55.00%) C++
3 11 (27.50%) SQL
4 8 (20.00%) T-SQL
5 4 (10.00%) Python
6 3 (7.50%) R
7 1 (2.50%) Perl
7 1 (2.50%) PowerShell
7 1 (2.50%) Ruby
7 1 (2.50%) VBA
Qualifications
1 23 (57.50%) Security Cleared
2 22 (55.00%) DV Cleared
3 6 (15.00%) Degree
4 1 (2.50%) PhD
4 1 (2.50%) SC Cleared
Quality Assurance & Compliance
1 3 (7.50%) QA
2 1 (2.50%) SLA
Vendors
1 4 (10.00%) Microsoft
2 3 (7.50%) Intel
2 3 (7.50%) Tableau
3 2 (5.00%) Hortonworks
3 2 (5.00%) Oracle
3 2 (5.00%) RedGate
4 1 (2.50%) Alteryx