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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 71 94 -
Rank change year-on-year
+23 -
Permanent jobs citing Data Mining 23 7 0
As % of all permanent IT jobs located in Edinburgh 1.92% 0.50% -
As % of the Database & Business Intelligence category 6.97% 1.73% -
Number of salaries quoted 5 6 0
Median salary £55,000 £31,000 -
Median salary % change year-on-year
+77.41% -
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +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
330 404 477
As % of all permanent IT jobs located in Edinburgh 27.57% 29.09% 30.29%
Number of salaries quoted 170 253 358
Median salary £45,500 £44,000 £42,500
Median salary % change year-on-year
+3.40% +3.52%
90% offered a salary of more than £30,000 £29,000 £28,500
10% offered a salary of more than £67,000 £60,000 £64,750
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 28 June 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 June 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 35 (92.11%) Analytical Skills
2 32 (84.21%) Degree
3 30 (78.95%) Business Analysis
4 27 (71.05%) SQL Server
5 26 (68.42%) Microsoft
6 25 (65.79%) Stakeholder Management
6 25 (65.79%) Agile Software Development
7 24 (63.16%) Data Warehouse
8 23 (60.53%) Oracle
8 23 (60.53%) SQL Server Integration Services
8 23 (60.53%) Data Analysis
8 23 (60.53%) Mentoring
8 23 (60.53%) Markit EDM
9 22 (57.89%) Asset Management
9 22 (57.89%) Management Information System
10 21 (55.26%) Scrum
11 9 (23.68%) SAS
12 8 (21.05%) Banking
12 8 (21.05%) Finance
13 6 (15.79%) MS Excel
14 5 (13.16%) ITIL
14 5 (13.16%) Business Intelligence
14 5 (13.16%) Project Management
14 5 (13.16%) Retail
14 5 (13.16%) TOGAF
14 5 (13.16%) Retail Banking
14 5 (13.16%) Enterprise Architecture
14 5 (13.16%) Budgeting and Forecasting
14 5 (13.16%) Analytics
15 4 (10.53%) 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 9 (23.68%) SAS
2 4 (10.53%) Apache Spark
Applications
1 6 (15.79%) MS Excel
2 4 (10.53%) Stata
3 1 (2.63%) SPSS
Business Applications
1 23 (60.53%) Markit EDM
Database & Business Intelligence
1 27 (71.05%) SQL Server
2 24 (63.16%) Data Warehouse
3 23 (60.53%) SQL Server Integration Services
4 4 (10.53%) Big Data
4 4 (10.53%) Hadoop
4 4 (10.53%) MongoDB
4 4 (10.53%) Oracle BI EE
4 4 (10.53%) PostgreSQL
5 3 (7.89%) BusinessObjects
6 2 (5.26%) Base SAS
6 2 (5.26%) OLAP
6 2 (5.26%) SAS Data Integration Studio
6 2 (5.26%) SAS Enterprise Guide
General
1 8 (21.05%) Banking
1 8 (21.05%) Finance
2 5 (13.16%) Retail
2 5 (13.16%) Retail Banking
3 4 (10.53%) Games
4 1 (2.63%) Marketing
Job Titles
1 12 (31.58%) Consultant
2 9 (23.68%) Senior Consultant
3 5 (13.16%) Architect
3 5 (13.16%) Solutions Architect
4 4 (10.53%) Analyst
4 4 (10.53%) Data Scientist
5 3 (7.89%) Business Analyst
5 3 (7.89%) Technical Analyst
5 3 (7.89%) Technical Business Analyst
6 1 (2.63%) Data Analyst
6 1 (2.63%) Data Consultant
6 1 (2.63%) Marketing Analyst
6 1 (2.63%) Marketing Data Analyst
6 1 (2.63%) Senior Analyst
6 1 (2.63%) Senior Business Analyst
6 1 (2.63%) Senior Data Scientist
6 1 (2.63%) Senior Technical Analyst
6 1 (2.63%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 4 (10.53%) D3.js
Miscellaneous
1 35 (92.11%) Analytical Skills
2 22 (57.89%) Management Information System
3 4 (10.53%) Applied Mathematics
3 4 (10.53%) Computer Science
3 4 (10.53%) Informatics
3 4 (10.53%) Mathematics
3 4 (10.53%) Statistics
3 4 (10.53%) Visualisation
Processes & Methodologies
1 30 (78.95%) Business Analysis
2 25 (65.79%) Agile Software Development
2 25 (65.79%) Stakeholder Management
3 23 (60.53%) Data Analysis
3 23 (60.53%) Mentoring
4 22 (57.89%) Asset Management
5 21 (55.26%) Scrum
6 5 (13.16%) Analytics
6 5 (13.16%) Budgeting and Forecasting
6 5 (13.16%) Business Intelligence
6 5 (13.16%) Enterprise Architecture
6 5 (13.16%) ITIL
6 5 (13.16%) Project Management
6 5 (13.16%) TOGAF
7 4 (10.53%) Data Governance
7 4 (10.53%) Data Visualisation
7 4 (10.53%) Statistical Modelling
8 3 (7.89%) Data Management
9 2 (5.26%) Dashboard Development
10 1 (2.63%) Data Analytics
Programming Languages
1 4 (10.53%) Python
1 4 (10.53%) R
1 4 (10.53%) Scala
1 4 (10.53%) SQL
2 2 (5.26%) SAS Macro
Qualifications
1 32 (84.21%) Degree
2 1 (2.63%) ISEB
Quality Assurance & Compliance
1 1 (2.63%) Basel II
1 1 (2.63%) Solvency II
Vendors
1 26 (68.42%) Microsoft
2 23 (60.53%) Oracle
3 4 (10.53%) Greenplum
3 4 (10.53%) Tableau
4 1 (2.63%) Cognos
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 20 hours ago
Edinburgh, Midlothian
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Posted: 3 days ago
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Salary: Company benefits package
Posted: 4 days ago
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Salary: £40000 - £53000 per annum + competitive benefits
Posted: 14 days ago