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 29 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 145 171 147
Rank change year-on-year
+26 -24
Permanent jobs citing Data Mining 14 2 13
As % of all permanent IT jobs located in Scotland 0.47% 0.052% 0.41%
As % of the Database & Business Intelligence category 1.48% 0.17% 1.15%
Number of salaries quoted 11 2 10
Average salary £34,780 £51,750 £52,500
Average salary % change year-on-year
-32.79% -1.42%
90% offered a salary of more than £29,000 £41,150 £38,600
10% offered a salary of more than £67,500 £62,350 £54,000
UK excluding London average salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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
945 1207 1133
As % of all permanent IT jobs located in Scotland 31.81% 31.61% 35.31%
Number of salaries quoted 600 832 686
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £32,500 £30,000 £28,000
10% offered a salary of more than £57,500 £57,500 £55,450
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

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 29 May 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 29 May 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 - 8 £65,000 - 1
Fife - 3 £31,500 -
Glasgow +3 2 £34,780 -32.79% 1
Aberdeen - 1 - -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 29 May 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 (58.97%) Business Intelligence
2 16 (41.03%) Oracle
3 15 (38.46%) MS Excel
3 15 (38.46%) SQL
3 15 (38.46%) Data Warehouse
4 14 (35.90%) VBA
5 13 (33.33%) SAS
5 13 (33.33%) Data Analysis
6 11 (28.21%) Degree
7 10 (25.64%) ETL
8 9 (23.08%) Data Modelling
8 9 (23.08%) Risk Management
8 9 (23.08%) Microsoft
8 9 (23.08%) Stakeholder Management
9 8 (20.51%) Finance
9 8 (20.51%) Logical Data Model
10 7 (17.95%) Analytical Skills
10 7 (17.95%) Business Objects
10 7 (17.95%) Information Architecture
11 6 (15.38%) QlikView
11 6 (15.38%) Time Management
11 6 (15.38%) Banking
11 6 (15.38%) Statistics
11 6 (15.38%) PL/SQL
11 6 (15.38%) SQL Server
11 6 (15.38%) Physical Data Model
11 6 (15.38%) Analytics
11 6 (15.38%) Oracle Database
12 5 (12.82%) R
12 5 (12.82%) CRISC

Data Mining
Top Related IT Skills in Scotland by Category

For the 6 months to 29 May 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 13 (33.33%) SAS
Applications
1 15 (38.46%) MS Excel
2 4 (10.26%) MS Office
2 4 (10.26%) MS Visio
2 4 (10.26%) SPSS
Business Applications
1 2 (5.13%) Oracle 11i
Communications & Networking
1 1 (2.56%) Cisco Nexus
1 1 (2.56%) DMVPN
1 1 (2.56%) Internet
1 1 (2.56%) Firewall
1 1 (2.56%) Wireless
1 1 (2.56%) LAN
1 1 (2.56%) WLAN
1 1 (2.56%) WAN
1 1 (2.56%) SMTP
1 1 (2.56%) HTTP
1 1 (2.56%) VPN
1 1 (2.56%) DNS
1 1 (2.56%) Network Security
1 1 (2.56%) Cisco IOS
1 1 (2.56%) Cisco ASA
Database & Business Intelligence
1 15 (38.46%) Data Warehouse
2 6 (15.38%) QlikView
2 6 (15.38%) SQL Server
2 6 (15.38%) Oracle Database
3 5 (12.82%) Big Data
4 4 (10.26%) Enterprise Data Warehouse
5 2 (5.13%) Oracle Database 10g
6 1 (2.56%) SAS Data Integration Studio
6 1 (2.56%) MS Access
6 1 (2.56%) SQL Server Reporting Services
6 1 (2.56%) SQL Server Analysis Services
6 1 (2.56%) Base SAS
6 1 (2.56%) SAS Enterprise Guide
General
1 8 (20.51%) Finance
2 6 (15.38%) Banking
3 4 (10.26%) Billing
4 3 (7.69%) Investment Banking
5 2 (5.13%) Marketing
5 2 (5.13%) Advertising
6 1 (2.56%) Aerospace
6 1 (2.56%) Telecoms
Job Titles
1 12 (30.77%) Analyst
2 11 (28.21%) Architect
3 10 (25.64%) Data Architect
4 6 (15.38%) Business Analyst
5 5 (12.82%) Data Scientist
5 5 (12.82%) Senior Business Analyst
5 5 (12.82%) Senior Analyst
6 3 (7.69%) Consultant
6 3 (7.69%) Technical Business Analyst
6 3 (7.69%) Senior Technical Analyst
6 3 (7.69%) Data Analyst
6 3 (7.69%) Technical Analyst
7 2 (5.13%) Resourcer
7 2 (5.13%) IT Risk Analyst
7 2 (5.13%) Risk Analyst
8 1 (2.56%) Data Business Analyst
8 1 (2.56%) Network Engineer
8 1 (2.56%) Business Intelligence Consultant
8 1 (2.56%) Network Security Engineer
8 1 (2.56%) Technical Support
Libraries, Frameworks & Software Standards
1 1 (2.56%) COM
1 1 (2.56%) ISPF
Miscellaneous
1 7 (17.95%) Analytical Skills
2 6 (15.38%) Statistics
3 5 (12.82%) Mathematics
4 4 (10.26%) Computer Science
4 4 (10.26%) Neural Network
4 4 (10.26%) Algorithms
5 2 (5.13%) Visualisation
6 1 (2.56%) Enterprise Software
6 1 (2.56%) User Experience
6 1 (2.56%) Mainframe
6 1 (2.56%) Economics
6 1 (2.56%) Physics
6 1 (2.56%) IBM Mainframe
Operating Systems
1 4 (10.26%) UNIX
2 1 (2.56%) Windows
Processes & Methodologies
1 23 (58.97%) Business Intelligence
2 13 (33.33%) Data Analysis
3 10 (25.64%) ETL
4 9 (23.08%) Data Modelling
4 9 (23.08%) Risk Management
4 9 (23.08%) Stakeholder Management
5 8 (20.51%) Logical Data Model
6 7 (17.95%) Information Architecture
7 6 (15.38%) Time Management
7 6 (15.38%) Physical Data Model
7 6 (15.38%) Analytics
8 5 (12.82%) Project Management
8 5 (12.82%) Business Analysis
8 5 (12.82%) Risk Assessment
8 5 (12.82%) Predictive Modelling
8 5 (12.82%) Data Architecture
9 4 (10.26%) Regression Analysis
9 4 (10.26%) Operations Research
9 4 (10.26%) Cluster Analysis
9 4 (10.26%) Asset Management
Programming Languages
1 15 (38.46%) SQL
2 14 (35.90%) VBA
3 6 (15.38%) PL/SQL
4 5 (12.82%) R
4 5 (12.82%) Python
5 4 (10.26%) Java
5 4 (10.26%) MATLAB
6 1 (2.56%) REXX
6 1 (2.56%) JCL
Qualifications
1 11 (28.21%) Degree
2 5 (12.82%) CRISC
2 5 (12.82%) CISA
2 5 (12.82%) CISM
3 4 (10.26%) NVQ Level 3
3 4 (10.26%) PhD
4 3 (7.69%) ISEB
5 1 (2.56%) CCNP
5 1 (2.56%) CCNA
5 1 (2.56%) Cisco Certification
5 1 (2.56%) HND
Quality Assurance & Compliance
1 5 (12.82%) COBIT
2 3 (7.69%) Basel II
2 3 (7.69%) QA
2 3 (7.69%) Solvency II
3 1 (2.56%) Data Quality
Systems Management
1 1 (2.56%) CA Endevor
1 1 (2.56%) SolarWinds Orion
Vendors
1 16 (41.03%) Oracle
2 9 (23.08%) Microsoft
3 7 (17.95%) Business Objects
4 2 (5.13%) Teradata
5 1 (2.56%) Tableau
5 1 (2.56%) Juniper
5 1 (2.56%) CA
5 1 (2.56%) CheckPoint
5 1 (2.56%) Salesforce.com
5 1 (2.56%) Cisco
5 1 (2.56%) IBM
Glasgow, Lanarkshire
ECS
Posted: 2 days ago
Edinburgh
Orion Enterprise Software Services
Salary: £40000 - £50000 per annum
Posted: 15 days ago