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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Mining
Rank 142 150 131
Rank change year-on-year
+8 -19
Permanent jobs citing Data Mining 20 16 29
As % of all permanent IT jobs located in Scotland 0.64% 0.49% 0.93%
As % of the Database & Business Intelligence category 1.97% 1.58% 2.89%
Number of salaries quoted 13 5 23
Average salary £50,000 £45,000 £42,500
Average salary % change year-on-year
+11.11% +5.88%
90% offered a salary of more than £36,000 £34,100 £35,000
10% offered a salary of more than £64,500 £70,000 £54,500
UK excluding London average salary £42,500 £39,500 £40,000
% change year-on-year
+7.59% -1.25%
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
1016 1014 1002
As % of all permanent IT jobs located in Scotland 32.66% 31.13% 32.18%
Number of salaries quoted 705 706 715
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 £30,250 £32,000 £30,000
10% offered a salary of more than £60,000 £54,500 £60,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 December 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 December 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 +4 12 £50,000 -28.57%
Glasgow +2 8 £62,500 +38.88% 2
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 19 December 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 18 (60.00%) SQL
2 14 (46.67%) MS Excel
2 14 (46.67%) Finance
3 13 (43.33%) Oracle
3 13 (43.33%) Business Intelligence
4 12 (40.00%) SQL Server
4 12 (40.00%) SAS
5 11 (36.67%) QlikView
5 11 (36.67%) Business Objects
6 10 (33.33%) Data Warehouse
6 10 (33.33%) Project Management
6 10 (33.33%) Oracle Database
6 10 (33.33%) PL/SQL
7 9 (30.00%) MS Visio
7 9 (30.00%) MS Office
8 8 (26.67%) VBA
9 7 (23.33%) Data Analysis
9 7 (23.33%) Oracle Database 10g
9 7 (23.33%) ETL
9 7 (23.33%) Oracle 11i
9 7 (23.33%) Banking
10 6 (20.00%) Advertising
10 6 (20.00%) Management Information System
10 6 (20.00%) MS Project
10 6 (20.00%) Continuous Improvement
10 6 (20.00%) Performance Tuning
10 6 (20.00%) Business Process Mapping
10 6 (20.00%) Line Management
11 5 (16.67%) Analytics
11 5 (16.67%) CISA

Data Mining
Top Related IT Skills in Scotland by Category

For the 6 months to 19 December 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 12 (40.00%) SAS
2 1 (3.33%) BizTalk Server
2 1 (3.33%) Apache
2 1 (3.33%) Tomcat
Applications
1 14 (46.67%) MS Excel
2 9 (30.00%) MS Visio
2 9 (30.00%) MS Office
3 6 (20.00%) MS Project
Business Applications
1 7 (23.33%) 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 12 (40.00%) SQL Server
2 11 (36.67%) QlikView
3 10 (33.33%) Oracle Database
3 10 (33.33%) Data Warehouse
4 7 (23.33%) Oracle Database 10g
5 2 (6.67%) Oracle BI EE
6 1 (3.33%) SQL Server 2008
6 1 (3.33%) Big Data
6 1 (3.33%) SQL Server 2012
6 1 (3.33%) BusinessObjects
6 1 (3.33%) SAS Data Integration Studio
6 1 (3.33%) Base SAS
6 1 (3.33%) SAS Enterprise Guide
Development Applications
1 1 (3.33%) Visual Studio
General
1 14 (46.67%) Finance
2 7 (23.33%) Banking
3 6 (20.00%) Advertising
4 4 (13.33%) Investment Banking
5 3 (10.00%) Marketing
5 3 (10.00%) Billing
6 1 (3.33%) Manufacturing
6 1 (3.33%) Financial Institution
6 1 (3.33%) Electronics
6 1 (3.33%) Telecoms
Job Titles
1 7 (23.33%) Analyst
1 7 (23.33%) Consultant
2 6 (20.00%) Business Intelligence Consultant
2 6 (20.00%) Systems Manager
2 6 (20.00%) Business Systems Manager
2 6 (20.00%) Business Process Manager
2 6 (20.00%) Process Manager
2 6 (20.00%) Business Manager
3 3 (10.00%) Technical Business Analyst
3 3 (10.00%) Technical Analyst
3 3 (10.00%) Senior Technical Analyst
3 3 (10.00%) Senior Business Analyst
3 3 (10.00%) Senior Analyst
3 3 (10.00%) Data Architect
3 3 (10.00%) Architect
3 3 (10.00%) Business Analyst
4 2 (6.67%) Developer
4 2 (6.67%) Data Analyst
4 2 (6.67%) Oracle Consultant
4 2 (6.67%) Oracle BI 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 4 (13.33%) UNIX
2 1 (3.33%) Windows
2 1 (3.33%) Linux
Processes & Methodologies
1 13 (43.33%) Business Intelligence
2 10 (33.33%) Project Management
3 7 (23.33%) Data Analysis
3 7 (23.33%) ETL
4 6 (20.00%) Continuous Improvement
4 6 (20.00%) Performance Tuning
4 6 (20.00%) Business Process Mapping
4 6 (20.00%) Line Management
5 5 (16.67%) Analytics
5 5 (16.67%) Stakeholder Management
5 5 (16.67%) Risk Assessment
6 4 (13.33%) Risk Management
6 4 (13.33%) User Acceptance Testing
7 3 (10.00%) Time Management
7 3 (10.00%) Data Architecture
7 3 (10.00%) Business Analysis
7 3 (10.00%) UML
8 2 (6.67%) Digital Marketing
9 1 (3.33%) Pay per click
9 1 (3.33%) Network Load Balancing
Programming Languages
1 18 (60.00%) SQL
2 10 (33.33%) PL/SQL
3 8 (26.67%) 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 5 (16.67%) CISA
1 5 (16.67%) CISM
1 5 (16.67%) CRISC
2 3 (10.00%) ISEB
2 3 (10.00%) Degree
2 3 (10.00%) NVQ Level 3
3 1 (3.33%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 5 (16.67%) COBIT
2 4 (13.33%) QA
3 3 (10.00%) Solvency II
3 3 (10.00%) Basel 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 13 (43.33%) Oracle
2 11 (36.67%) Business Objects
3 5 (16.67%) 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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