The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 73 88 110
Rank change year-on-year
+15 +22
Permanent jobs citing Data Mining 22 13 1
As % of all permanent IT jobs located in Edinburgh 1.70% 0.94% 0.061%
As % of the Database & Business Intelligence category 6.40% 3.40% 0.22%
Number of salaries quoted 14 11 0
Average salary £55,000 £65,000 -
Average salary % change year-on-year
-15.38% -
UK excluding London average salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
Scotland

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 Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
344 382 449
As % of all permanent IT jobs located in Edinburgh 26.52% 27.62% 27.34%
Number of salaries quoted 203 253 323
Average salary £50,000 £44,000 £42,500
Average salary % change year-on-year
+13.63% +3.52%
90% offered a salary of more than £32,050 £32,500 £28,500
10% offered a salary of more than £58,900 £60,000 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Edinburgh

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

Data Mining Jobs Demand Trend in Edinburgh

Data Mining
Salary Trend in Edinburgh

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

Data Mining Salary Trend in Edinburgh

Data Mining
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Mining across the Edinburgh region over the 3 months to 1 May 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 1 May 2016, IT jobs across the Edinburgh 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 30 (81.08%) Analytical Skills
2 29 (78.38%) Business Analysis
3 25 (67.57%) Degree
3 25 (67.57%) Stakeholder Management
4 24 (64.86%) Data Warehouse
4 24 (64.86%) Microsoft
5 22 (59.46%) SQL Server
6 19 (51.35%) Agile Software Development
7 18 (48.65%) SQL Server Integration Services
7 18 (48.65%) Mentoring
8 17 (45.95%) Markit EDM
8 17 (45.95%) Data Analysis
8 17 (45.95%) Oracle
9 16 (43.24%) Asset Management
9 16 (43.24%) Management Information System
10 15 (40.54%) Scrum
10 15 (40.54%) SAS
11 12 (32.43%) Business Intelligence
12 11 (29.73%) SQL
13 9 (24.32%) Oracle BI EE
14 8 (21.62%) Mathematics
14 8 (21.62%) Big Data
14 8 (21.62%) BusinessObjects
14 8 (21.62%) Finance
14 8 (21.62%) Banking
15 7 (18.92%) MS Excel
16 5 (13.51%) Basel II
16 5 (13.51%) Games
16 5 (13.51%) UML
16 5 (13.51%) ISEB

Data Mining
Top Related IT Skills in Edinburgh by Category

For the 6 months to 1 May 2016, IT jobs across the Edinburgh 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 15 (40.54%) SAS
2 4 (10.81%) Apache Spark
3 1 (2.70%) SharePoint
3 1 (2.70%) SharePoint 2010
3 1 (2.70%) SharePoint 2013
Applications
1 7 (18.92%) MS Excel
2 4 (10.81%) Stata
Business Applications
1 17 (45.95%) Markit EDM
Communications & Networking
1 1 (2.70%) DNS
1 1 (2.70%) TCP/IP
Database & Business Intelligence
1 24 (64.86%) Data Warehouse
2 22 (59.46%) SQL Server
3 18 (48.65%) SQL Server Integration Services
4 9 (24.32%) Oracle BI EE
5 8 (21.62%) Big Data
5 8 (21.62%) BusinessObjects
6 4 (10.81%) Hadoop
6 4 (10.81%) MongoDB
6 4 (10.81%) OLAP
6 4 (10.81%) PostgreSQL
7 3 (8.11%) Base SAS
7 3 (8.11%) SAS Data Integration Studio
7 3 (8.11%) SAS Enterprise Guide
8 1 (2.70%) NoSQL
8 1 (2.70%) PowerPivot
8 1 (2.70%) SQL Server Analysis Services
8 1 (2.70%) SQL Server Reporting Services
Development Applications
1 3 (8.11%) Visual Studio
2 1 (2.70%) Git (software)
2 1 (2.70%) SQL Server Management Studio (SSMS)
General
1 8 (21.62%) Banking
1 8 (21.62%) Finance
2 5 (13.51%) Games
3 3 (8.11%) Military
3 3 (8.11%) Telecoms
Job Titles
1 8 (21.62%) Analyst
1 8 (21.62%) Business Analyst
1 8 (21.62%) Technical Analyst
1 8 (21.62%) Technical Business Analyst
2 6 (16.22%) Consultant
3 4 (10.81%) Data Scientist
4 3 (8.11%) C Software Engineer
4 3 (8.11%) C/C++ Software Engineer
4 3 (8.11%) C++ Software Engineer
4 3 (8.11%) Senior Consultant
4 3 (8.11%) Software Engineer
5 1 (2.70%) Administrator
5 1 (2.70%) Business Developer
5 1 (2.70%) Business Intelligence Developer
5 1 (2.70%) Developer
5 1 (2.70%) Senior Analyst
5 1 (2.70%) Senior Business Analyst
5 1 (2.70%) Senior Developer
5 1 (2.70%) Senior Technical Analyst
5 1 (2.70%) Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (10.81%) D3.js
2 1 (2.70%) .NET
2 1 (2.70%) ASP.NET
2 1 (2.70%) MDX
Miscellaneous
1 30 (81.08%) Analytical Skills
2 16 (43.24%) Management Information System
3 8 (21.62%) Mathematics
4 5 (13.51%) Visualisation
5 4 (10.81%) Applied Mathematics
5 4 (10.81%) Computer Science
5 4 (10.81%) Informatics
5 4 (10.81%) Statistics
6 3 (8.11%) Digital Media
7 1 (2.70%) Data Integration
Operating Systems
1 1 (2.70%) Linux
1 1 (2.70%) Ubuntu
Processes & Methodologies
1 29 (78.38%) Business Analysis
2 25 (67.57%) Stakeholder Management
3 19 (51.35%) Agile Software Development
4 18 (48.65%) Mentoring
5 17 (45.95%) Data Analysis
6 16 (43.24%) Asset Management
7 15 (40.54%) Scrum
8 12 (32.43%) Business Intelligence
9 5 (13.51%) Analytics
9 5 (13.51%) Data Visualisation
9 5 (13.51%) UML
10 4 (10.81%) Data Governance
10 4 (10.81%) Data Management
10 4 (10.81%) Statistical Modelling
11 3 (8.11%) Dashboard Development
11 3 (8.11%) Software Engineering
12 1 (2.70%) ETL Development
12 1 (2.70%) Inmon Methodology
12 1 (2.70%) Line Management
12 1 (2.70%) Web Development
Programming Languages
1 11 (29.73%) SQL
2 4 (10.81%) Python
2 4 (10.81%) R
2 4 (10.81%) Scala
3 3 (8.11%) C
3 3 (8.11%) C++
3 3 (8.11%) MATLAB
3 3 (8.11%) SAS Macro
4 1 (2.70%) C#
4 1 (2.70%) Data Mining Extensions (DMX)
4 1 (2.70%) JavaScript
4 1 (2.70%) T-SQL
4 1 (2.70%) VBA
Qualifications
1 25 (67.57%) Degree
2 5 (13.51%) ISEB
Quality Assurance & Compliance
1 5 (13.51%) Basel II
1 5 (13.51%) Solvency II
Vendors
1 24 (64.86%) Microsoft
2 17 (45.95%) Oracle
3 4 (10.81%) Greenplum
3 4 (10.81%) Tableau
4 3 (8.11%) Minitab
5 1 (2.70%) Dell
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Unspecified DOE + flex + benefits
Posted: 13 days ago
Edinburgh
Churchill Frank International
Salary: £30000 - £60000 per annum + negotiable plus bonus
Posted: 13 days ago