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 21 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Nov 2014
Same period 2013 Same period 2012
Data Mining
Rank 150 142 124
Rank change year-on-year
-8 -18
Permanent jobs citing Data Mining 13 24 26
As % of all permanent IT jobs located in Scotland 0.40% 0.72% 0.87%
As % of the Database & Business Intelligence category 1.22% 2.19% 2.83%
Number of salaries quoted 6 13 21
Average salary £55,000 £46,500 £42,500
Average salary % change year-on-year
+18.27% +9.41%
90% offered a salary of more than £47,500 £42,800 £35,000
10% offered a salary of more than £65,000 £67,100 £54,500
UK excluding London average salary £43,500 £40,000 £40,000
% change year-on-year
+8.75% -
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
1068 1098 919
As % of all permanent IT jobs located in Scotland 33.12% 33.01% 30.86%
Number of salaries quoted 710 719 660
Average salary £40,000 £42,500 £38,500
Average salary % change year-on-year
-5.88% +10.38%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £50,000 £60,000
UK excluding London average salary £40,000 £40,000 £40,000

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 21 November 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 21 November 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
Edinburgh -8 9 £55,000 -0.90% 4
Glasgow +3 4 - - 2
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 21 November 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 19 (63.33%) Project Management
2 16 (53.33%) MS Office
2 16 (53.33%) MS Visio
2 16 (53.33%) Business Process Mapping
3 14 (46.67%) Advertising
4 11 (36.67%) Finance
5 10 (33.33%) SQL
6 9 (30.00%) MS Excel
6 9 (30.00%) Business Intelligence
7 8 (26.67%) Business Objects
7 8 (26.67%) Continuous Improvement
8 7 (23.33%) QlikView
8 7 (23.33%) SAS
8 7 (23.33%) Oracle
9 6 (20.00%) SQL Server
9 6 (20.00%) MS Project
9 6 (20.00%) Data Warehouse
9 6 (20.00%) Stakeholder Management
9 6 (20.00%) Management Information System
9 6 (20.00%) Line Management
9 6 (20.00%) Banking
10 4 (13.33%) Data Analysis
10 4 (13.33%) Oracle 11i
10 4 (13.33%) Oracle Database
10 4 (13.33%) Analytics
10 4 (13.33%) ETL
10 4 (13.33%) Oracle Database 10g
10 4 (13.33%) PL/SQL
11 3 (10.00%) VBA
11 3 (10.00%) UML

Data Mining
Top Related IT Skills in Scotland by Category

For the 6 months to 21 November 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 7 (23.33%) SAS
2 1 (3.33%) BizTalk Server
2 1 (3.33%) Apache
2 1 (3.33%) Tomcat
Applications
1 16 (53.33%) MS Office
1 16 (53.33%) MS Visio
2 9 (30.00%) MS Excel
3 6 (20.00%) MS Project
Business Applications
1 4 (13.33%) Oracle 11i
2 1 (3.33%) SAP Oil and Gas
Cloud Services
1 1 (3.33%) SaaS
Communications & Networking
1 1 (3.33%) TCP/IP
1 1 (3.33%) DNS
1 1 (3.33%) SSL
1 1 (3.33%) X.509
1 1 (3.33%) Firewall
Database & Business Intelligence
1 7 (23.33%) QlikView
2 6 (20.00%) SQL Server
2 6 (20.00%) Data Warehouse
3 4 (13.33%) Oracle Database 10g
3 4 (13.33%) Oracle Database
4 2 (6.67%) Oracle BI EE
5 1 (3.33%) SQL Server 2008
5 1 (3.33%) Big Data
5 1 (3.33%) SQL Server 2012
5 1 (3.33%) BusinessObjects
Development Applications
1 1 (3.33%) Visual Studio
General
1 14 (46.67%) Advertising
2 11 (36.67%) Finance
3 6 (20.00%) Banking
4 3 (10.00%) Investment Banking
5 2 (6.67%) Marketing
6 1 (3.33%) Manufacturing
6 1 (3.33%) Electronics
6 1 (3.33%) Telecoms
Job Titles
1 15 (50.00%) Analyst
2 10 (33.33%) Systems Analyst
3 9 (30.00%) Business Analyst
4 6 (20.00%) Business Systems Analyst
4 6 (20.00%) Business Process Analyst
4 6 (20.00%) Process Analyst
4 6 (20.00%) Systems Manager
4 6 (20.00%) Business Manager
4 6 (20.00%) Business Process Manager
4 6 (20.00%) Process Manager
4 6 (20.00%) Business Systems Manager
5 4 (13.33%) Consultant
5 4 (13.33%) Business Intelligence Consultant
6 3 (10.00%) Senior Business Analyst
6 3 (10.00%) Senior Analyst
6 3 (10.00%) Technical Analyst
6 3 (10.00%) Senior Technical Analyst
6 3 (10.00%) Technical Business Analyst
7 2 (6.67%) Oracle BI Consultant
7 2 (6.67%) OBIEE Consultant
Libraries, Frameworks & Software Standards
1 2 (6.67%) .NET
2 1 (3.33%) ASP.NET
2 1 (3.33%) SOAP
2 1 (3.33%) XML
2 1 (3.33%) XSL
2 1 (3.33%) Ajax
2 1 (3.33%) ISPF
2 1 (3.33%) .NET Framework
2 1 (3.33%) JSON
2 1 (3.33%) WCF
2 1 (3.33%) JGroups
2 1 (3.33%) AppFabric
2 1 (3.33%) ADO.NET Entity Framework
2 1 (3.33%) REST
Miscellaneous
1 6 (20.00%) Management Information System
2 3 (10.00%) Analytical Skills
3 1 (3.33%) IBM Mainframe
3 1 (3.33%) DTV
3 1 (3.33%) Mainframe
Operating Systems
1 1 (3.33%) UNIX
1 1 (3.33%) Windows
1 1 (3.33%) Linux
Processes & Methodologies
1 19 (63.33%) Project Management
2 16 (53.33%) Business Process Mapping
3 9 (30.00%) Business Intelligence
4 8 (26.67%) Continuous Improvement
5 6 (20.00%) Line Management
5 6 (20.00%) Stakeholder Management
6 4 (13.33%) Data Analysis
6 4 (13.33%) ETL
6 4 (13.33%) Analytics
7 3 (10.00%) Performance Tuning
7 3 (10.00%) User Acceptance Testing
7 3 (10.00%) UML
7 3 (10.00%) Business Analysis
7 3 (10.00%) Risk Assessment
8 2 (6.67%) Risk Management
8 2 (6.67%) Time Management
8 2 (6.67%) Digital Marketing
9 1 (3.33%) SEO
9 1 (3.33%) Workflow
9 1 (3.33%) Change Management
Programming Languages
1 10 (33.33%) SQL
2 4 (13.33%) PL/SQL
3 3 (10.00%) VBA
4 1 (3.33%) REXX
4 1 (3.33%) JCL
4 1 (3.33%) R
4 1 (3.33%) C#
4 1 (3.33%) VB
Qualifications
1 3 (10.00%) ISEB
1 3 (10.00%) CISA
1 3 (10.00%) CISM
1 3 (10.00%) CRISC
2 1 (3.33%) ITIL Foundation Certificate
2 1 (3.33%) Degree
Quality Assurance & Compliance
1 3 (10.00%) Basel II
1 3 (10.00%) COBIT
1 3 (10.00%) QA
1 3 (10.00%) Solvency II
System Software
1 1 (3.33%) Active Directory
Systems Management
1 1 (3.33%) CA SiteMinder
1 1 (3.33%) CA Endevor
1 1 (3.33%) HP UCMDB
Vendors
1 8 (26.67%) Business Objects
2 7 (23.33%) Oracle
3 2 (6.67%) Teradata
4 1 (3.33%) Hyland
4 1 (3.33%) Vertica
4 1 (3.33%) SAP
4 1 (3.33%) IBM
4 1 (3.33%) Microsoft
4 1 (3.33%) CA
4 1 (3.33%) Informatica
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