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

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 212 222 251
Rank change year-on-year
+10 +29
Permanent jobs citing Data Mining 22 24 10
As % of all permanent IT jobs located in the South West 0.42% 0.42% 0.15%
As % of the Database & Business Intelligence category 1.37% 1.20% 0.47%
Number of salaries quoted 19 24 10
Median salary £50,000 £32,000 £33,750
Median salary % change year-on-year
+56.25% -5.18%
90% offered a salary of more than £27,500 £29,400 £27,150
10% offered a salary of more than £55,000 £50,000 £45,000
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
1608 2008 2150
As % of all permanent IT jobs located in the South West 30.75% 34.95% 32.85%
Number of salaries quoted 1396 1742 1881
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £62,500 £57,500 £57,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 5 December 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 December 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
Gloucestershire -7 12 £52,500 +10.52% 1
Wiltshire +9 5 £28,500 -10.93%
Bristol +7 2 £38,750 +17.42% 1
Somerset - 2 £30,000 -
Devon - 1 £29,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South West

For the 6 months to 5 December 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 26 (59.09%) Big Data
2 24 (54.55%) Algorithms
3 22 (50.00%) Security Cleared
3 22 (50.00%) Java
3 22 (50.00%) Agile Software Development
4 21 (47.73%) Software Engineering
4 21 (47.73%) C#
4 21 (47.73%) C++
4 21 (47.73%) DV Cleared
4 21 (47.73%) Reverse Engineering
4 21 (47.73%) Cybersecurity
5 16 (36.36%) SQL
6 13 (29.55%) Ethical Hacking
6 13 (29.55%) Threat Detection
7 12 (27.27%) Business Intelligence
8 11 (25.00%) Data Warehouse
9 9 (20.45%) SQL Server Integration Services
9 9 (20.45%) T-SQL
10 8 (18.18%) SQL Server Reporting Services
10 8 (18.18%) Penetration Testing
10 8 (18.18%) MongoDB
10 8 (18.18%) Elasticsearch
11 7 (15.91%) R
11 7 (15.91%) Statistics
11 7 (15.91%) Degree
12 6 (13.64%) Mathematics
12 6 (13.64%) Python
12 6 (13.64%) Data Modelling
12 6 (13.64%) Analytics
12 6 (13.64%) SQL Server Analysis Services

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 8 (18.18%) Elasticsearch
2 5 (11.36%) SAS
3 4 (9.09%) Apache Spark
4 1 (2.27%) Apache
4 1 (2.27%) Apache Pig
Applications
1 5 (11.36%) SPSS
2 2 (4.55%) MS Excel
2 2 (4.55%) Spreadsheet
3 1 (2.27%) MS Office
Business Applications
1 3 (6.82%) WebTrends
Cloud Services
1 3 (6.82%) Amazon AWS
1 3 (6.82%) Amazon EC2
Communications & Networking
1 1 (2.27%) Internet
Database & Business Intelligence
1 26 (59.09%) Big Data
2 11 (25.00%) Data Warehouse
3 9 (20.45%) SQL Server Integration Services
4 8 (18.18%) MongoDB
4 8 (18.18%) SQL Server Reporting Services
5 6 (13.64%) SQL Server Analysis Services
6 4 (9.09%) BusinessObjects
6 4 (9.09%) Hadoop
6 4 (9.09%) Relational Database
6 4 (9.09%) SQL Server
7 3 (6.82%) Biml
7 3 (6.82%) BusinessObjects Dashboards
7 3 (6.82%) Data Mart
8 2 (4.55%) Microsoft Power View
8 2 (4.55%) Power BI
8 2 (4.55%) PowerPivot
9 1 (2.27%) Apache Hive
9 1 (2.27%) WhereScape RED
Development Applications
1 3 (6.82%) JIRA
1 3 (6.82%) SQL Server Management Studio (SSMS)
General
1 3 (6.82%) Finance
1 3 (6.82%) Publishing
2 2 (4.55%) Marketing
2 2 (4.55%) Retail
Job Titles
1 15 (34.09%) Developer
2 13 (29.55%) Software Engineer
3 10 (22.73%) Analyst
3 10 (22.73%) C# Software Engineer
3 10 (22.73%) C++ Software Engineer
3 10 (22.73%) Java Engineer
3 10 (22.73%) Java Software Engineer
4 8 (18.18%) C# Developer
5 7 (15.91%) Business Intelligence Developer
6 5 (11.36%) Data Analyst
7 3 (6.82%) Business Developer
7 3 (6.82%) Insight Analyst
7 3 (6.82%) Machine Learning Specialist
7 3 (6.82%) Technical Specialist
8 2 (4.55%) Business Intelligence Analyst
8 2 (4.55%) Junior
9 1 (2.27%) Data Programmer
9 1 (2.27%) Junior Analyst
9 1 (2.27%) Programmer
9 1 (2.27%) Python Programmer
Libraries, Frameworks & Software Standards
1 3 (6.82%) .NET
1 3 (6.82%) MDX
1 3 (6.82%) MLlib
1 3 (6.82%) scikit-learn
1 3 (6.82%) TensorFlow
1 3 (6.82%) Theano
Miscellaneous
1 24 (54.55%) Algorithms
2 7 (15.91%) Statistics
3 6 (13.64%) Mathematics
4 5 (11.36%) Analytical Skills
5 3 (6.82%) Data Centre
6 1 (2.27%) Artificial Intelligence
6 1 (2.27%) Computer Science
6 1 (2.27%) Neural Network
6 1 (2.27%) Physics
6 1 (2.27%) Visualisation
Processes & Methodologies
1 22 (50.00%) Agile Software Development
2 21 (47.73%) Cybersecurity
2 21 (47.73%) Reverse Engineering
2 21 (47.73%) Software Engineering
3 13 (29.55%) Ethical Hacking
3 13 (29.55%) Threat Detection
4 12 (27.27%) Business Intelligence
5 8 (18.18%) Penetration Testing
6 6 (13.64%) Analytics
6 6 (13.64%) Data Modelling
7 5 (11.36%) ETL
7 5 (11.36%) Machine Learning
8 4 (9.09%) Data Analysis
8 4 (9.09%) Data Analytics
8 4 (9.09%) Data Governance
9 3 (6.82%) Actionable Insight
9 3 (6.82%) Data Architecture
9 3 (6.82%) Data Protection
9 3 (6.82%) Presales
9 3 (6.82%) SDLC
Programming Languages
1 22 (50.00%) Java
2 21 (47.73%) C#
2 21 (47.73%) C++
3 16 (36.36%) SQL
4 9 (20.45%) T-SQL
5 7 (15.91%) R
6 6 (13.64%) Python
7 2 (4.55%) JavaScript
8 1 (2.27%) Perl
8 1 (2.27%) Ruby
Qualifications
1 22 (50.00%) Security Cleared
2 21 (47.73%) DV Cleared
3 7 (15.91%) Degree
4 1 (2.27%) PhD
4 1 (2.27%) SC Cleared
Quality Assurance & Compliance
1 3 (6.82%) Data Quality
1 3 (6.82%) QA
Vendors
1 5 (11.36%) Microsoft
2 4 (9.09%) Tableau
3 3 (6.82%) Intel
3 3 (6.82%) RedGate
4 1 (2.27%) Alteryx
4 1 (2.27%) Cognizant
4 1 (2.27%) Oracle
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 6 days ago
Bristol, Avon
FT Select
Salary: From £40,000 to £50,000 per annum + £6,600 car allowance + benefits
Posted: 5 days ago