The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 161 126 132
Rank change year-on-year
-35 +6
Permanent jobs citing Data Mining 10 31 25
As % of all permanent IT jobs located in Scotland 0.28% 1.00% 0.78%
As % of the Database & Business Intelligence category 0.90% 2.83% 2.54%
Number of salaries quoted 6 22 21
Average salary £40,000 £55,000 £45,000
Average salary % change year-on-year
-27.27% +22.22%
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
Data Mining
UK

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 Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
1110 1096 986
As % of all permanent IT jobs located in Scotland 30.60% 35.43% 30.95%
Number of salaries quoted 707 713 678
Average salary £40,000 £41,500 £37,500
Average salary % change year-on-year
-3.61% +10.66%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £55,000 £55,500
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

Data Mining
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Scotland region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Scotland

Data Mining
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Scotland region.

Data Mining Salary Trend in Scotland

Data Mining
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Mining across the Scotland region over the 3 months to 19 September 2014.

Data Mining Salary Histogram in Scotland

Data Mining
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Scotland region over the 3 months to 19 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +1 7 £40,000 -15.78% 1
Edinburgh -32 2 £65,000 +18.18% 4
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 19 September 2014, IT jobs across the Scotland region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 16 (80.00%) MS Office
1 16 (80.00%) MS Visio
1 16 (80.00%) Project Management
1 16 (80.00%) Business Process Mapping
2 14 (70.00%) Advertising
3 8 (40.00%) Continuous Improvement
4 6 (30.00%) Line Management
4 6 (30.00%) MS Project
4 6 (30.00%) Management Information System
4 6 (30.00%) MS Excel
5 4 (20.00%) Business Intelligence
5 4 (20.00%) SQL
6 3 (15.00%) Business Objects
6 3 (15.00%) Stakeholder Management
6 3 (15.00%) Finance
7 2 (10.00%) Banking
7 2 (10.00%) UML
7 2 (10.00%) .NET
7 2 (10.00%) Oracle
7 2 (10.00%) SQL Server
7 2 (10.00%) SAS
7 2 (10.00%) Data Warehouse
7 2 (10.00%) Basel II
7 2 (10.00%) ISEB
7 2 (10.00%) Analytical Skills
7 2 (10.00%) Business Analysis
7 2 (10.00%) Solvency II
8 1 (5.00%) R
8 1 (5.00%) ADO.NET Entity Framework
8 1 (5.00%) REST

Data Mining
Top Related IT Skills in Scotland by Category

For the 6 months to 19 September 2014, IT jobs across the Scotland region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 2 (10.00%) SAS
2 1 (5.00%) BizTalk Server
2 1 (5.00%) Apache
2 1 (5.00%) Tomcat
Applications
1 16 (80.00%) MS Office
1 16 (80.00%) MS Visio
2 6 (30.00%) MS Project
2 6 (30.00%) MS Excel
Business Applications
1 1 (5.00%) SAP Oil and Gas
Cloud Services
1 1 (5.00%) SaaS
Communications & Networking
1 1 (5.00%) TCP/IP
1 1 (5.00%) DNS
1 1 (5.00%) SSL
1 1 (5.00%) X.509
1 1 (5.00%) Firewall
Database & Business Intelligence
1 2 (10.00%) SQL Server
1 2 (10.00%) Data Warehouse
2 1 (5.00%) BusinessObjects
2 1 (5.00%) QlikView
2 1 (5.00%) SQL Server 2008
2 1 (5.00%) Big Data
2 1 (5.00%) SQL Server 2012
Development Applications
1 1 (5.00%) Visual Studio
General
1 14 (70.00%) Advertising
2 3 (15.00%) Finance
3 2 (10.00%) Banking
4 1 (5.00%) Marketing
4 1 (5.00%) Manufacturing
4 1 (5.00%) Electronics
4 1 (5.00%) Telecoms
Job Titles
1 12 (60.00%) Analyst
2 10 (50.00%) Systems Analyst
3 8 (40.00%) Business Analyst
4 6 (30.00%) Business Systems Analyst
4 6 (30.00%) Business Process Analyst
4 6 (30.00%) Process Analyst
4 6 (30.00%) Systems Manager
4 6 (30.00%) Business Systems Manager
4 6 (30.00%) Business Manager
4 6 (30.00%) Business Process Manager
4 6 (30.00%) Process Manager
5 2 (10.00%) Technical Business Analyst
5 2 (10.00%) Technical Analyst
5 2 (10.00%) Senior Technical Analyst
5 2 (10.00%) Senior Analyst
5 2 (10.00%) Senior Business Analyst
6 1 (5.00%) Developer
6 1 (5.00%) Build Engineer
Libraries, Frameworks & Software Standards
1 2 (10.00%) .NET
2 1 (5.00%) ASP.NET
2 1 (5.00%) SOAP
2 1 (5.00%) XML
2 1 (5.00%) XSL
2 1 (5.00%) Ajax
2 1 (5.00%) .NET Framework
2 1 (5.00%) JSON
2 1 (5.00%) WCF
2 1 (5.00%) JGroups
2 1 (5.00%) AppFabric
2 1 (5.00%) ADO.NET Entity Framework
2 1 (5.00%) REST
Miscellaneous
1 6 (30.00%) Management Information System
2 2 (10.00%) Analytical Skills
3 1 (5.00%) DTV
Operating Systems
1 1 (5.00%) UNIX
1 1 (5.00%) Windows
1 1 (5.00%) Linux
Processes & Methodologies
1 16 (80.00%) Project Management
1 16 (80.00%) Business Process Mapping
2 8 (40.00%) Continuous Improvement
3 6 (30.00%) Line Management
4 4 (20.00%) Business Intelligence
5 3 (15.00%) Stakeholder Management
6 2 (10.00%) UML
6 2 (10.00%) Business Analysis
7 1 (5.00%) Network Load Balancing
7 1 (5.00%) Digital Marketing
7 1 (5.00%) Analytics
7 1 (5.00%) ITIL
7 1 (5.00%) Change Management
7 1 (5.00%) Workflow
7 1 (5.00%) Programme Management
7 1 (5.00%) Agile Software Development
7 1 (5.00%) Workflow Management
Programming Languages
1 4 (20.00%) SQL
2 1 (5.00%) VB
2 1 (5.00%) R
2 1 (5.00%) C#
Qualifications
1 2 (10.00%) ISEB
2 1 (5.00%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 2 (10.00%) Basel II
1 2 (10.00%) Solvency II
System Software
1 1 (5.00%) Active Directory
Systems Management
1 1 (5.00%) CA SiteMinder
1 1 (5.00%) HP UCMDB
Vendors
1 3 (15.00%) Business Objects
2 2 (10.00%) Oracle
3 1 (5.00%) SAP
3 1 (5.00%) Informatica
3 1 (5.00%) Vertica
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