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 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Mining
Rank 148 162 124
Rank change year-on-year
+14 -38
Permanent jobs citing Data Mining 19 14 31
As % of all permanent IT jobs located in Scotland 0.58% 0.38% 1.03%
As % of the Database & Business Intelligence category 1.85% 1.26% 2.87%
Number of salaries quoted 10 12 21
Average salary £55,000 £35,000 £55,000
Average salary % change year-on-year
+57.14% -36.36%
90% offered a salary of more than £31,000 £35,000 £46,500
10% offered a salary of more than £68,250 £40,000 £56,500
UK excluding London average salary £45,000 £42,000 £42,500
% change year-on-year
+7.14% -1.17%
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
1027 1114 1082
As % of all permanent IT jobs located in Scotland 31.18% 30.19% 35.96%
Number of salaries quoted 655 714 713
Average salary £45,000 £40,000 £41,000
Average salary % change year-on-year
+12.50% -2.43%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £65,000 £55,500 £57,500
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 4 September 2015.

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 4 September 2015. 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 - 14 £55,000 - 4
Glasgow -3 7 £55,000 +57.14% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 4 September 2015, 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 23 (67.65%) Business Intelligence
2 14 (41.18%) Data Warehouse
3 13 (38.24%) Analytical Skills
4 12 (35.29%) Data Modelling
4 12 (35.29%) Oracle
5 11 (32.35%) Analytics
6 10 (29.41%) MS Excel
6 10 (29.41%) Stakeholder Management
7 9 (26.47%) Degree
7 9 (26.47%) ETL
7 9 (26.47%) SAS
8 8 (23.53%) SQL
8 8 (23.53%) Microsoft
8 8 (23.53%) Data Analysis
8 8 (23.53%) Big Data
9 7 (20.59%) Computer Science
9 7 (20.59%) Information Architecture
9 7 (20.59%) Finance
10 6 (17.65%) BusinessObjects
10 6 (17.65%) ISEB
10 6 (17.65%) Project Management
10 6 (17.65%) Python
10 6 (17.65%) Business Analysis
10 6 (17.65%) Statistics
10 6 (17.65%) Logical Data Model
10 6 (17.65%) Physical Data Model
11 5 (14.71%) Data Analytics
11 5 (14.71%) R
11 5 (14.71%) Predictive Modelling
11 5 (14.71%) Predictive Analytics

Data Mining
Top Related IT Skills in Scotland by Category

For the 6 months to 4 September 2015, 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 9 (26.47%) SAS
2 1 (2.94%) SharePoint 2010
2 1 (2.94%) SharePoint 2013
2 1 (2.94%) SharePoint
2 1 (2.94%) MS Exchange
Applications
1 10 (29.41%) MS Excel
2 5 (14.71%) SPSS
Cloud Services
1 1 (2.94%) Amazon EC2
1 1 (2.94%) Microsoft Azure
1 1 (2.94%) Amazon AWS
Communications & Networking
1 2 (5.88%) WAN
2 1 (2.94%) VPN
2 1 (2.94%) SAN
2 1 (2.94%) Firewall
2 1 (2.94%) Wireless
2 1 (2.94%) Cisco IOS
2 1 (2.94%) Network Security
2 1 (2.94%) Cisco ASA
2 1 (2.94%) DMVPN
2 1 (2.94%) Cisco Nexus
2 1 (2.94%) LAN
2 1 (2.94%) VoIP
2 1 (2.94%) WLAN
Database & Business Intelligence
1 14 (41.18%) Data Warehouse
2 8 (23.53%) Big Data
3 6 (17.65%) BusinessObjects
4 3 (8.82%) SQL Server
4 3 (8.82%) OLAP
4 3 (8.82%) Text Mining
5 2 (5.88%) SQL Server Reporting Services
5 2 (5.88%) Oracle OLAP
5 2 (5.88%) QlikView
5 2 (5.88%) SQL Server Analysis Services
5 2 (5.88%) Hadoop
6 1 (2.94%) NoSQL
6 1 (2.94%) IBM InfoSphere
6 1 (2.94%) Oracle Database
6 1 (2.94%) Relational Database
6 1 (2.94%) Oracle BI EE
6 1 (2.94%) Pentaho
6 1 (2.94%) SQL Server Integration Services
6 1 (2.94%) Spotfire
6 1 (2.94%) Crystal Reports
Development Applications
1 2 (5.88%) LoadRunner
2 1 (2.94%) Git (software)
2 1 (2.94%) SQL Server Management Studio (SSMS)
General
1 7 (20.59%) Finance
2 4 (11.76%) Banking
3 2 (5.88%) Retail
3 2 (5.88%) Marketing
3 2 (5.88%) Telecoms
4 1 (2.94%) Aerospace
4 1 (2.94%) Manufacturing
Job Titles
1 12 (35.29%) Analyst
2 7 (20.59%) Architect
3 6 (17.65%) Data Architect
4 5 (14.71%) Project Manager
4 5 (14.71%) Business Analyst
4 5 (14.71%) Data Analyst
4 5 (14.71%) Data Scientist
5 4 (11.76%) Senior Project Manager
5 4 (11.76%) Technical Analyst
5 4 (11.76%) Senior Manager
5 4 (11.76%) Software Project Manager
5 4 (11.76%) Technical Business Analyst
5 4 (11.76%) Software Manager
6 3 (8.82%) Senior Analyst
6 3 (8.82%) Senior Technical Analyst
6 3 (8.82%) Senior Business Analyst
6 3 (8.82%) Consultant
7 2 (5.88%) Data Manager
7 2 (5.88%) Performance Consultant
7 2 (5.88%) Developer
Libraries, Frameworks & Software Standards
1 1 (2.94%) .NET
1 1 (2.94%) MDX
Miscellaneous
1 13 (38.24%) Analytical Skills
2 7 (20.59%) Computer Science
3 6 (17.65%) Statistics
4 5 (14.71%) Mathematics
5 4 (11.76%) Neural Network
5 4 (11.76%) Algorithms
6 3 (8.82%) Over-the-Top Content
6 3 (8.82%) Data Integration
6 3 (8.82%) Video on Demand
6 3 (8.82%) STB
6 3 (8.82%) IPTV
7 2 (5.88%) Management Information System
7 2 (5.88%) Visualisation
8 1 (2.94%) Enterprise Software
8 1 (2.94%) User Experience
8 1 (2.94%) Data Centre
8 1 (2.94%) Economics
8 1 (2.94%) Physics
8 1 (2.94%) Video Conferencing
8 1 (2.94%) Data Conversion
Operating Systems
1 1 (2.94%) Windows
1 1 (2.94%) Windows Server 2008
Processes & Methodologies
1 23 (67.65%) Business Intelligence
2 12 (35.29%) Data Modelling
3 11 (32.35%) Analytics
4 10 (29.41%) Stakeholder Management
5 9 (26.47%) ETL
6 8 (23.53%) Data Analysis
7 7 (20.59%) Information Architecture
8 6 (17.65%) Logical Data Model
8 6 (17.65%) Physical Data Model
8 6 (17.65%) Business Analysis
8 6 (17.65%) Project Management
9 5 (14.71%) Risk Management
9 5 (14.71%) Predictive Analytics
9 5 (14.71%) Predictive Modelling
9 5 (14.71%) Data Analytics
10 4 (11.76%) Regression Analysis
10 4 (11.76%) Operations Research
10 4 (11.76%) Bayesian Methods
10 4 (11.76%) Cluster Analysis
10 4 (11.76%) Asset Management
Programming Languages
1 8 (23.53%) SQL
2 6 (17.65%) Python
3 5 (14.71%) VBA
3 5 (14.71%) Java
3 5 (14.71%) R
4 4 (11.76%) MATLAB
5 1 (2.94%) C#
5 1 (2.94%) JavaScript
5 1 (2.94%) PL/SQL
5 1 (2.94%) T-SQL
Qualifications
1 9 (26.47%) Degree
2 6 (17.65%) ISEB
3 4 (11.76%) PhD
4 2 (5.88%) ISTQB Foundation Certification
4 2 (5.88%) ISTQB
5 1 (2.94%) HND
5 1 (2.94%) CCNP
5 1 (2.94%) CCNA
5 1 (2.94%) Cisco Certification
Quality Assurance & Compliance
1 4 (11.76%) Basel II
1 4 (11.76%) Solvency II
System Software
1 1 (2.94%) VMware Infrastructure
Systems Management
1 1 (2.94%) Backup Exec
1 1 (2.94%) SolarWinds Orion
1 1 (2.94%) Symantec Enterprise Vault
Vendors
1 12 (35.29%) Oracle
2 8 (23.53%) Microsoft
3 2 (5.88%) Cisco
3 2 (5.88%) Tableau
4 1 (2.94%) IBM
4 1 (2.94%) SAP
4 1 (2.94%) Cognos
4 1 (2.94%) Juniper
4 1 (2.94%) Informatica
4 1 (2.94%) MicroStrategy
4 1 (2.94%) NetApp
4 1 (2.94%) CheckPoint
4 1 (2.94%) Symantec
4 1 (2.94%) Ab Initio
4 1 (2.94%) VMware
4 1 (2.94%) Teradata
4 1 (2.94%) Netezza
4 1 (2.94%) DataFlux
Edinburgh & Lothians
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: 7 hours ago
Glasgow Area
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: 2 days ago
Edinburgh, Midlothian
Net Talent
Posted: 4 days ago
Edinburgh
Sanderson
Posted: 10 days ago
Edinburgh
Churchill Frank
Salary: £30000 - £45000 per annum + Flexible Benefits
Posted: 26 days ago