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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Mining
Scotland / Edinburgh
Rank 72 80 97
Rank change year-on-year
+8 +17
Permanent jobs citing Data Mining 18 17 8
As % of all permanent IT jobs located in Edinburgh 1.70% 1.32% 0.59%
As % of the Database & Business Intelligence category 5.57% 4.67% 2.12%
Number of salaries quoted 1 13 8
Median salary £45,000 £42,500 £50,000
Median salary % change year-on-year
+5.88% -15.00%
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
323 364 378
As % of all permanent IT jobs located in Edinburgh 30.47% 28.35% 27.94%
Number of salaries quoted 205 280 285
Median salary £45,000 £47,500 £41,500
Median salary % change year-on-year
-5.26% +14.45%
90% offered a salary of more than £32,500 £36,500 £33,000
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 January 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 (84.62%) Data Analysis
2 21 (80.77%) SAS
2 21 (80.77%) Analytics
3 18 (69.23%) Python
4 17 (65.38%) Project Management
4 17 (65.38%) Finance
4 17 (65.38%) Degree
4 17 (65.38%) Hadoop
4 17 (65.38%) Anti-Money Laundering
5 16 (61.54%) Analytical Skills
5 16 (61.54%) Legal
5 16 (61.54%) Risk Management
6 15 (57.69%) SQL
7 14 (53.85%) R
7 14 (53.85%) Machine Learning
8 13 (50.00%) Regression Analysis
8 13 (50.00%) Change Control
8 13 (50.00%) Apache Pig
8 13 (50.00%) Functional Testing
8 13 (50.00%) Business Analytics
8 13 (50.00%) Case Management
8 13 (50.00%) Apache Hive
8 13 (50.00%) Business Analysis
8 13 (50.00%) Workflow
9 12 (46.15%) KYC
9 12 (46.15%) Ambari
9 12 (46.15%) Factor Analysis
9 12 (46.15%) Line Management
10 6 (23.08%) Statistics
11 5 (19.23%) Risk Analytics

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 21 (80.77%) SAS
2 13 (50.00%) Apache Pig
3 3 (11.54%) Apache Spark
4 1 (3.85%) SharePoint
Applications
1 2 (7.69%) SPSS
2 1 (3.85%) MS Excel
2 1 (3.85%) Stata
Business Applications
1 1 (3.85%) Dynamics CRM
Cloud Services
1 1 (3.85%) Amazon AWS
1 1 (3.85%) Amazon EMR
1 1 (3.85%) Cloud Computing
Communications & Networking
1 1 (3.85%) SMS
Database & Business Intelligence
1 17 (65.38%) Hadoop
2 13 (50.00%) Apache Hive
3 4 (15.38%) Big Data
3 4 (15.38%) SQL Server
4 3 (11.54%) MongoDB
4 3 (11.54%) PostgreSQL
5 2 (7.69%) Data Warehouse
6 1 (3.85%) NoSQL
6 1 (3.85%) SQL Server Analysis Services
6 1 (3.85%) SQL Server Integration Services
6 1 (3.85%) SQL Server Reporting Services
General
1 17 (65.38%) Finance
2 16 (61.54%) Legal
3 3 (11.54%) Marketing
4 1 (3.85%) Banking
4 1 (3.85%) Games
Job Titles
1 9 (34.62%) Data Scientist
2 8 (30.77%) Consultant
2 8 (30.77%) Senior Consultant
3 5 (19.23%) Senior Data Scientist
4 4 (15.38%) Hadoop Consultant
4 4 (15.38%) SAS Consultant
4 4 (15.38%) Senior SAS Consultant
5 3 (11.54%) Analyst
6 2 (7.69%) Data Analyst
6 2 (7.69%) Marketing Analyst
6 2 (7.69%) Marketing Data Analyst
7 1 (3.85%) Architect
7 1 (3.85%) Big Data Architect
7 1 (3.85%) CRM Developer
7 1 (3.85%) Data Insight Analyst
7 1 (3.85%) Dynamics CRM Developer
7 1 (3.85%) Financial Analyst
7 1 (3.85%) Insight Analyst
7 1 (3.85%) Insight Data Analyst
7 1 (3.85%) Marketing Insight Analyst
Libraries, Frameworks & Software Standards
1 1 (3.85%) D3.js
1 1 (3.85%) Web Services
Miscellaneous
1 16 (61.54%) Analytical Skills
2 6 (23.08%) Statistics
3 4 (15.38%) Credit Risk
4 2 (7.69%) Visualisation
5 1 (3.85%) Applied Mathematics
5 1 (3.85%) Computer Science
5 1 (3.85%) Informatics
5 1 (3.85%) Mathematics
Processes & Methodologies
1 22 (84.62%) Data Analysis
2 21 (80.77%) Analytics
3 17 (65.38%) Anti-Money Laundering
3 17 (65.38%) Project Management
4 16 (61.54%) Risk Management
5 14 (53.85%) Machine Learning
6 13 (50.00%) Business Analysis
6 13 (50.00%) Business Analytics
6 13 (50.00%) Case Management
6 13 (50.00%) Change Control
6 13 (50.00%) Functional Testing
6 13 (50.00%) Regression Analysis
6 13 (50.00%) Workflow
7 12 (46.15%) Factor Analysis
7 12 (46.15%) KYC
7 12 (46.15%) Line Management
8 5 (19.23%) Risk Analytics
9 4 (15.38%) Matrix Organization
9 4 (15.38%) Numerical Analysis
9 4 (15.38%) Validation
Programming Languages
1 18 (69.23%) Python
2 15 (57.69%) SQL
3 14 (53.85%) R
4 4 (15.38%) MATLAB
5 3 (11.54%) Scala
6 1 (3.85%) C#
Qualifications
1 17 (65.38%) Degree
Systems Management
1 12 (46.15%) Ambari
Vendors
1 4 (15.38%) Oracle
2 2 (7.69%) Microsoft
3 1 (3.85%) Cognos
3 1 (3.85%) Greenplum
3 1 (3.85%) Tableau
Edinburgh & Lothians
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 16 days ago