The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Mining
Scotland / Edinburgh
Rank 80 78 95
Rank change year-on-year -2 +17  
Permanent jobs citing Data Mining 15 16 7
As % of all permanent IT jobs advertised in Edinburgh 1.33% 1.20% 0.52%
As % of the Database & Business Intelligence category 3.71% 4.42% 1.96%
Number of salaries quoted 3 12 5
Median salary £32,500 £55,000 £42,500
Median salary % change year-on-year -40.90% +29.41%  
90% offered a salary of more than £30,500 £33,250 £22,000
10% offered a salary of more than £46,500 £55,000 £65,000
UK excluding London median salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Edinburgh
Permanent job vacancies with a requirement for database and business intelligence skills 404 362 357
As % of all permanent IT job vacancies advertised in Edinburgh 35.88% 27.26% 26.48%
Number of salaries quoted 254 242 245
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year -5.26% +18.75%  
90% offered a salary of more than £35,000 £34,000 £31,800
10% offered a salary of more than £76,000 £52,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Edinburgh.

Salary trend for Data Mining in Edinburgh

Data Mining
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Data Mining in Edinburgh over the 3 months to 24 March 2017.

Salary histogram for Data Mining in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 March 2017, 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 21 (95.45%) Analytics
2 20 (90.91%) Data Analysis
3 18 (81.82%) Finance
3 18 (81.82%) SAS
3 18 (81.82%) Project Management
3 18 (81.82%) Anti-Money Laundering
4 17 (77.27%) Legal
4 17 (77.27%) Risk Management
4 17 (77.27%) Degree
5 15 (68.18%) Analytical Skills
6 14 (63.64%) Hadoop
6 14 (63.64%) SQL
7 13 (59.09%) Python
7 13 (59.09%) Workflow
7 13 (59.09%) Apache Pig
7 13 (59.09%) Functional Testing
7 13 (59.09%) Business Analytics
7 13 (59.09%) Regression Analysis
7 13 (59.09%) R
7 13 (59.09%) Apache Hive
7 13 (59.09%) Change Control
7 13 (59.09%) Case Management
7 13 (59.09%) KYC
7 13 (59.09%) Decision Tree
8 12 (54.55%) Factor Analysis
8 12 (54.55%) Line Management
8 12 (54.55%) Machine Learning
8 12 (54.55%) Ambari
8 12 (54.55%) Business Analysis
9 6 (27.27%) Statistics

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 18 (81.82%) SAS
2 13 (59.09%) Apache Pig
3 1 (4.55%) SharePoint
Applications
1 1 (4.55%) MS Excel
Business Applications
1 1 (4.55%) Dynamics CRM
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Amazon EMR
1 1 (4.55%) Cloud Computing
Database & Business Intelligence
1 14 (63.64%) Hadoop
2 13 (59.09%) Apache Hive
3 2 (9.09%) SQL Server
4 1 (4.55%) Big Data
4 1 (4.55%) Data Warehouse
4 1 (4.55%) MS Access
4 1 (4.55%) NoSQL
4 1 (4.55%) SQL Server Analysis Services
4 1 (4.55%) SQL Server Integration Services
4 1 (4.55%) SQL Server Reporting Services
General
1 18 (81.82%) Finance
2 17 (77.27%) Legal
3 3 (13.64%) Marketing
4 2 (9.09%) Banking
Job Titles
1 8 (36.36%) Consultant
1 8 (36.36%) Senior Consultant
2 4 (18.18%) Analyst
2 4 (18.18%) Data Scientist
2 4 (18.18%) Hadoop Consultant
2 4 (18.18%) SAS Consultant
2 4 (18.18%) Senior SAS Consultant
3 2 (9.09%) Data Analyst
3 2 (9.09%) Data Insight Analyst
3 2 (9.09%) Insight Analyst
3 2 (9.09%) Insight Data Analyst
3 2 (9.09%) Marketing Analyst
3 2 (9.09%) Marketing Data Analyst
3 2 (9.09%) Marketing Insight Analyst
4 1 (4.55%) Architect
4 1 (4.55%) Data Architect
4 1 (4.55%) Developer
4 1 (4.55%) Dynamics CRM Developer
4 1 (4.55%) SAS Analyst
4 1 (4.55%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (4.55%) Web Services
Miscellaneous
1 15 (68.18%) Analytical Skills
2 4 (18.18%) Credit Risk
3 1 (4.55%) Computer Science
Processes & Methodologies
1 21 (95.45%) Analytics
2 20 (90.91%) Data Analysis
3 18 (81.82%) Anti-Money Laundering
3 18 (81.82%) Project Management
4 17 (77.27%) Risk Management
5 13 (59.09%) Business Analytics
5 13 (59.09%) Case Management
5 13 (59.09%) Change Control
5 13 (59.09%) Decision Tree
5 13 (59.09%) Functional Testing
5 13 (59.09%) KYC
5 13 (59.09%) Regression Analysis
5 13 (59.09%) Workflow
6 12 (54.55%) Business Analysis
6 12 (54.55%) Factor Analysis
6 12 (54.55%) Line Management
6 12 (54.55%) Machine Learning
7 6 (27.27%) Statistics
8 5 (22.73%) Risk Analytics
9 4 (18.18%) Numerical Analysis
Programming Languages
1 14 (63.64%) SQL
2 13 (59.09%) Python
2 13 (59.09%) R
3 4 (18.18%) MATLAB
4 1 (4.55%) C#
Qualifications
1 17 (77.27%) Degree
Systems Management
1 12 (54.55%) Ambari
Vendors
1 5 (22.73%) Oracle
2 1 (4.55%) Microsoft
Edinburgh
Churchill Frank
Salary: £60000 per annum
Posted: Yesterday
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 5 days ago