The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Mining
UK / Scotland
Rank 115 139 146
Rank change year-on-year
+24 +7
Permanent jobs citing Data Mining 23 20 17
As % of all permanent IT jobs located in Scotland 1.01% 0.69% 0.54%
As % of the Database & Business Intelligence category 2.77% 2.18% 1.77%
Number of salaries quoted 6 14 10
Median salary £47,500 £50,000 £42,500
Median salary % change year-on-year
-5.00% +17.64%
90% offered a salary of more than £31,250 £15,447 £22,000
10% offered a salary of more than £60,000 £52,500 £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 Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
831 916 958
As % of all permanent IT jobs located in Scotland 36.53% 31.58% 30.62%
Number of salaries quoted 533 579 646
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £31,000 £32,500 £32,500
10% offered a salary of more than £65,300 £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 Scotland

The demand trend of job ads across the Scotland 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 Scotland

Data Mining
Salary Trend in Scotland

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

Data Mining Salary Trend in Scotland

Data Mining
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Mining across the Scotland region over the 3 months to 27 February 2017.

Data Mining Salary Histogram in Scotland

Data Mining
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Scotland region over the 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +7 21 £38,750 -8.82% 1
Glasgow +20 2 £60,000 +20.00%
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 27 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 Scotland region with a requirement for Data Mining.

1 27 (90.00%) Analytics
2 23 (76.67%) Finance
3 22 (73.33%) Project Management
4 21 (70.00%) Data Analysis
5 20 (66.67%) SAS
5 20 (66.67%) Analytical Skills
6 19 (63.33%) Legal
7 18 (60.00%) Degree
7 18 (60.00%) Anti-Money Laundering
8 17 (56.67%) Risk Management
8 17 (56.67%) SQL
9 14 (46.67%) Business Analytics
9 14 (46.67%) Hadoop
10 13 (43.33%) Apache Hive
10 13 (43.33%) Regression Analysis
10 13 (43.33%) R
10 13 (43.33%) Functional Testing
10 13 (43.33%) Change Control
10 13 (43.33%) Apache Pig
10 13 (43.33%) KYC
10 13 (43.33%) Case Management
10 13 (43.33%) Decision Tree
10 13 (43.33%) Python
10 13 (43.33%) Workflow
11 12 (40.00%) Business Analysis
11 12 (40.00%) Ambari
11 12 (40.00%) Factor Analysis
11 12 (40.00%) Line Management
11 12 (40.00%) Machine Learning
12 7 (23.33%) Statistics

Data Mining
Top Related IT Skills in Scotland 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 20 (66.67%) SAS
2 13 (43.33%) Apache Pig
3 5 (16.67%) SharePoint
Applications
1 3 (10.00%) MS Excel
2 1 (3.33%) SPSS
Business Applications
1 1 (3.33%) Dynamics CRM
Cloud Services
1 4 (13.33%) GitHub
2 1 (3.33%) Amazon AWS
2 1 (3.33%) Amazon EMR
2 1 (3.33%) Cloud Computing
Communications & Networking
1 1 (3.33%) SMS
Database & Business Intelligence
1 14 (46.67%) Hadoop
2 13 (43.33%) Apache Hive
3 6 (20.00%) Data Warehouse
3 6 (20.00%) SQL Server
4 4 (13.33%) SAP Data Services
5 3 (10.00%) NoSQL
6 2 (6.67%) MongoDB
6 2 (6.67%) SAP BW
7 1 (3.33%) Big Data
7 1 (3.33%) MS Access
7 1 (3.33%) SQL Server 2012
7 1 (3.33%) SQL Server Analysis Services
7 1 (3.33%) SQL Server Integration Services
7 1 (3.33%) SQL Server Reporting Services
Development Applications
1 4 (13.33%) Git (software)
1 4 (13.33%) Visual Studio
General
1 23 (76.67%) Finance
2 19 (63.33%) Legal
3 5 (16.67%) Marketing
4 2 (6.67%) Banking
4 2 (6.67%) Law
Job Titles
1 8 (26.67%) Consultant
1 8 (26.67%) Senior Consultant
2 6 (20.00%) Analyst
2 6 (20.00%) Data Scientist
3 4 (13.33%) Data Analyst
3 4 (13.33%) Hadoop Consultant
3 4 (13.33%) SAS Consultant
3 4 (13.33%) Senior SAS Consultant
4 3 (10.00%) Analytics Manager
4 3 (10.00%) Business Intelligence Manager
4 3 (10.00%) Data Insight Analyst
4 3 (10.00%) Insight Analyst
4 3 (10.00%) Insight Data Analyst
4 3 (10.00%) Marketing Analyst
4 3 (10.00%) Marketing Data Analyst
4 3 (10.00%) Marketing Insight Analyst
4 3 (10.00%) Release Manager
5 2 (6.67%) SAS Analyst
6 1 (3.33%) Business Manager
6 1 (3.33%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 2 (6.67%) Natural Language Processing
2 1 (3.33%) Web Services
Miscellaneous
1 20 (66.67%) Analytical Skills
2 4 (13.33%) Credit Risk
3 2 (6.67%) Computer Science
Processes & Methodologies
1 27 (90.00%) Analytics
2 22 (73.33%) Project Management
3 21 (70.00%) Data Analysis
4 18 (60.00%) Anti-Money Laundering
5 17 (56.67%) Risk Management
6 14 (46.67%) Business Analytics
7 13 (43.33%) Case Management
7 13 (43.33%) Change Control
7 13 (43.33%) Decision Tree
7 13 (43.33%) Functional Testing
7 13 (43.33%) KYC
7 13 (43.33%) Regression Analysis
7 13 (43.33%) Workflow
8 12 (40.00%) Business Analysis
8 12 (40.00%) Factor Analysis
8 12 (40.00%) Line Management
8 12 (40.00%) Machine Learning
9 7 (23.33%) Statistics
9 7 (23.33%) Visualisation
10 5 (16.67%) Business Intelligence
Programming Languages
1 17 (56.67%) SQL
2 13 (43.33%) Python
2 13 (43.33%) R
3 4 (13.33%) MATLAB
4 1 (3.33%) C#
4 1 (3.33%) VBA
Qualifications
1 18 (60.00%) Degree
Systems Management
1 12 (40.00%) Ambari
Vendors
1 5 (16.67%) Microsoft
1 5 (16.67%) Oracle
2 4 (13.33%) MicroStrategy
3 2 (6.67%) SAP
4 1 (3.33%) Tableau
Edinburgh, Midlothian
Informatiq Consulting
Posted: 5 days ago