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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Mining
Scotland / Edinburgh
Rank 69 78 99
Rank change year-on-year
+9 +21
Permanent jobs citing Data Mining 21 14 10
As % of all permanent IT jobs located in Edinburgh 1.94% 1.11% 0.73%
As % of the Database & Business Intelligence category 5.88% 3.93% 2.57%
Number of salaries quoted 4 11 9
Median salary £38,750 £42,500 £42,500
Median salary % change year-on-year
-8.82% -
90% offered a salary of more than £30,750 £6,367 £22,000
10% offered a salary of more than £48,500 £50,000 £65,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
357 356 389
As % of all permanent IT jobs located in Edinburgh 32.93% 28.28% 28.37%
Number of salaries quoted 231 261 277
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 £35,000 £32,500
10% offered a salary of more than £72,500 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 25 February 2017.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 February 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 22 (95.65%) Analytics
2 21 (91.30%) Data Analysis
3 19 (82.61%) SAS
4 18 (78.26%) Project Management
4 18 (78.26%) Finance
4 18 (78.26%) Anti-Money Laundering
5 17 (73.91%) Legal
5 17 (73.91%) Risk Management
5 17 (73.91%) Degree
6 16 (69.57%) Analytical Skills
7 14 (60.87%) Hadoop
7 14 (60.87%) SQL
8 13 (56.52%) Python
8 13 (56.52%) Workflow
8 13 (56.52%) Apache Hive
8 13 (56.52%) Regression Analysis
8 13 (56.52%) R
8 13 (56.52%) Change Control
8 13 (56.52%) Functional Testing
8 13 (56.52%) Business Analytics
8 13 (56.52%) Apache Pig
8 13 (56.52%) KYC
8 13 (56.52%) Case Management
8 13 (56.52%) Decision Tree
9 12 (52.17%) Factor Analysis
9 12 (52.17%) Line Management
9 12 (52.17%) Ambari
9 12 (52.17%) Machine Learning
9 12 (52.17%) Business Analysis
10 7 (30.43%) 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 19 (82.61%) SAS
2 13 (56.52%) Apache Pig
3 1 (4.35%) SharePoint
Applications
1 1 (4.35%) MS Excel
1 1 (4.35%) SPSS
Business Applications
1 1 (4.35%) Dynamics CRM
Cloud Services
1 1 (4.35%) Amazon AWS
1 1 (4.35%) Amazon EMR
1 1 (4.35%) Cloud Computing
Communications & Networking
1 1 (4.35%) SMS
Database & Business Intelligence
1 14 (60.87%) Hadoop
2 13 (56.52%) Apache Hive
3 2 (8.70%) Data Warehouse
3 2 (8.70%) SQL Server
4 1 (4.35%) Big Data
4 1 (4.35%) MS Access
4 1 (4.35%) NoSQL
4 1 (4.35%) SQL Server Analysis Services
4 1 (4.35%) SQL Server Integration Services
4 1 (4.35%) SQL Server Reporting Services
General
1 18 (78.26%) Finance
2 17 (73.91%) Legal
3 4 (17.39%) Marketing
4 2 (8.70%) Banking
Job Titles
1 8 (34.78%) Consultant
1 8 (34.78%) Senior Consultant
2 5 (21.74%) Analyst
3 4 (17.39%) Data Scientist
3 4 (17.39%) Hadoop Consultant
3 4 (17.39%) SAS Consultant
3 4 (17.39%) Senior SAS Consultant
4 3 (13.04%) Data Analyst
4 3 (13.04%) Data Insight Analyst
4 3 (13.04%) Insight Analyst
4 3 (13.04%) Insight Data Analyst
4 3 (13.04%) Marketing Analyst
4 3 (13.04%) Marketing Data Analyst
4 3 (13.04%) Marketing Insight Analyst
5 1 (4.35%) Architect
5 1 (4.35%) CRM Developer
5 1 (4.35%) Data Architect
5 1 (4.35%) Developer
5 1 (4.35%) SAS Analyst
5 1 (4.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (4.35%) Web Services
Miscellaneous
1 16 (69.57%) Analytical Skills
2 4 (17.39%) Credit Risk
3 1 (4.35%) Computer Science
Processes & Methodologies
1 22 (95.65%) Analytics
2 21 (91.30%) Data Analysis
3 18 (78.26%) Anti-Money Laundering
3 18 (78.26%) Project Management
4 17 (73.91%) Risk Management
5 13 (56.52%) Business Analytics
5 13 (56.52%) Case Management
5 13 (56.52%) Change Control
5 13 (56.52%) Decision Tree
5 13 (56.52%) Functional Testing
5 13 (56.52%) KYC
5 13 (56.52%) Regression Analysis
5 13 (56.52%) Workflow
6 12 (52.17%) Business Analysis
6 12 (52.17%) Factor Analysis
6 12 (52.17%) Line Management
6 12 (52.17%) Machine Learning
7 7 (30.43%) Statistics
8 5 (21.74%) Risk Analytics
9 4 (17.39%) Matrix Organization
Programming Languages
1 14 (60.87%) SQL
2 13 (56.52%) Python
2 13 (56.52%) R
3 4 (17.39%) MATLAB
4 1 (4.35%) C#
Qualifications
1 17 (73.91%) Degree
Systems Management
1 12 (52.17%) Ambari
Vendors
1 5 (21.74%) Oracle
2 1 (4.35%) Microsoft
Edinburgh, Midlothian
Informatiq Consulting
Posted: 3 days ago