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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 72 89 -
Rank change year-on-year
+17 -
Permanent jobs citing Data Mining 23 8 0
As % of all permanent IT jobs located in Edinburgh 1.87% 0.60% -
As % of the Database & Business Intelligence category 6.69% 2.20% -
Number of salaries quoted 10 7 0
Median salary £55,000 £65,000 -
Median salary % change year-on-year
-15.38% -
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
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
344 364 456
As % of all permanent IT jobs located in Edinburgh 27.90% 27.29% 28.92%
Number of salaries quoted 182 236 339
Median salary £47,500 £44,000 £42,500
Median salary % change year-on-year
+7.95% +3.52%
90% offered a salary of more than £30,000 £32,000 £28,500
10% offered a salary of more than £65,000 £60,000 £55,750
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Data Mining as a proportion of all IT jobs with a match in 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 31 May 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 May 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Data Mining.

1 33 (84.62%) Analytical Skills
2 31 (79.49%) Business Analysis
3 29 (74.36%) Degree
4 26 (66.67%) Microsoft
4 26 (66.67%) Stakeholder Management
5 25 (64.10%) Data Warehouse
5 25 (64.10%) SQL Server
6 23 (58.97%) Agile Software Development
7 21 (53.85%) SQL Server Integration Services
7 21 (53.85%) Data Analysis
7 21 (53.85%) Oracle
7 21 (53.85%) Markit EDM
7 21 (53.85%) Mentoring
8 20 (51.28%) Management Information System
8 20 (51.28%) Asset Management
9 19 (48.72%) Scrum
10 14 (35.90%) SAS
11 10 (25.64%) Business Intelligence
12 9 (23.08%) SQL
13 8 (20.51%) Finance
13 8 (20.51%) Banking
14 7 (17.95%) Oracle BI EE
15 6 (15.38%) MS Excel
15 6 (15.38%) BusinessObjects
15 6 (15.38%) Mathematics
15 6 (15.38%) Big Data
16 4 (10.26%) Statistical Modelling
16 4 (10.26%) Analytics
16 4 (10.26%) SAS Data Integration Studio
16 4 (10.26%) Apache Spark

Data Mining
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 14 (35.90%) SAS
2 4 (10.26%) Apache Spark
Applications
1 6 (15.38%) MS Excel
2 4 (10.26%) Stata
Business Applications
1 21 (53.85%) Markit EDM
Database & Business Intelligence
1 25 (64.10%) Data Warehouse
1 25 (64.10%) SQL Server
2 21 (53.85%) SQL Server Integration Services
3 7 (17.95%) Oracle BI EE
4 6 (15.38%) Big Data
4 6 (15.38%) BusinessObjects
5 4 (10.26%) Base SAS
5 4 (10.26%) Hadoop
5 4 (10.26%) MongoDB
5 4 (10.26%) OLAP
5 4 (10.26%) PostgreSQL
5 4 (10.26%) SAS Data Integration Studio
5 4 (10.26%) SAS Enterprise Guide
Development Applications
1 2 (5.13%) Visual Studio
General
1 8 (20.51%) Banking
1 8 (20.51%) Finance
2 4 (10.26%) Games
3 2 (5.13%) Military
3 2 (5.13%) Retail
3 2 (5.13%) Retail Banking
3 2 (5.13%) Telecoms
Job Titles
1 10 (25.64%) Consultant
2 7 (17.95%) Senior Consultant
3 6 (15.38%) Analyst
3 6 (15.38%) Business Analyst
3 6 (15.38%) Technical Analyst
3 6 (15.38%) Technical Business Analyst
4 4 (10.26%) Data Scientist
5 2 (5.13%) Architect
5 2 (5.13%) C Software Engineer
5 2 (5.13%) C/C++ Software Engineer
5 2 (5.13%) C++ Software Engineer
5 2 (5.13%) Software Engineer
5 2 (5.13%) Solutions Architect
6 1 (2.56%) Data Consultant
6 1 (2.56%) Senior Analyst
6 1 (2.56%) Senior Business Analyst
6 1 (2.56%) Senior Data Scientist
6 1 (2.56%) Senior Technical Analyst
6 1 (2.56%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 4 (10.26%) D3.js
Miscellaneous
1 33 (84.62%) Analytical Skills
2 20 (51.28%) Management Information System
3 6 (15.38%) Mathematics
4 4 (10.26%) Applied Mathematics
4 4 (10.26%) Computer Science
4 4 (10.26%) Informatics
4 4 (10.26%) Statistics
4 4 (10.26%) Visualisation
5 2 (5.13%) Digital Media
Processes & Methodologies
1 31 (79.49%) Business Analysis
2 26 (66.67%) Stakeholder Management
3 23 (58.97%) Agile Software Development
4 21 (53.85%) Data Analysis
4 21 (53.85%) Mentoring
5 20 (51.28%) Asset Management
6 19 (48.72%) Scrum
7 10 (25.64%) Business Intelligence
8 4 (10.26%) Analytics
8 4 (10.26%) Dashboard Development
8 4 (10.26%) Data Governance
8 4 (10.26%) Data Visualisation
8 4 (10.26%) Statistical Modelling
9 3 (7.69%) Data Management
9 3 (7.69%) UML
10 2 (5.13%) Enterprise Architecture
10 2 (5.13%) ITIL
10 2 (5.13%) Project Management
10 2 (5.13%) Software Engineering
10 2 (5.13%) TOGAF
Programming Languages
1 9 (23.08%) SQL
2 4 (10.26%) Python
2 4 (10.26%) R
2 4 (10.26%) SAS Macro
2 4 (10.26%) Scala
3 2 (5.13%) C
3 2 (5.13%) C++
3 2 (5.13%) MATLAB
Qualifications
1 29 (74.36%) Degree
2 3 (7.69%) ISEB
Quality Assurance & Compliance
1 3 (7.69%) Basel II
1 3 (7.69%) Solvency II
Vendors
1 26 (66.67%) Microsoft
2 21 (53.85%) Oracle
3 4 (10.26%) Greenplum
3 4 (10.26%) Tableau
4 2 (5.13%) Minitab
Edinburgh
Churchill Frank International
Salary: £40000 - £45000 per annum + Negotiable
Posted: 20 days ago