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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 70 87 110
Rank change year-on-year
+17 +23
Permanent jobs citing Data Mining 21 16 3
As % of all permanent IT jobs located in Edinburgh 1.85% 1.02% 0.20%
As % of the Database & Business Intelligence category 6.48% 3.54% 0.71%
Number of salaries quoted 15 10 2
Median salary £45,000 £67,500 £60,000
Median salary % change year-on-year
-33.33% +12.50%
90% offered a salary of more than £37,500 £47,450 £56,000
10% offered a salary of more than £50,000 £75,000 £64,000
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
324 452 422
As % of all permanent IT jobs located in Edinburgh 28.57% 28.73% 28.30%
Number of salaries quoted 255 300 316
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £33,100 £30,000 £30,000
10% offered a salary of more than £65,000 £57,500 £75,000
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 26 September 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 September 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 27 (61.36%) Analytical Skills
2 26 (59.09%) Degree
3 23 (52.27%) Data Analysis
4 22 (50.00%) Oracle
4 22 (50.00%) SQL Server
5 21 (47.73%) Agile Software Development
6 19 (43.18%) Business Analysis
7 18 (40.91%) Microsoft
7 18 (40.91%) Stakeholder Management
8 17 (38.64%) Data Warehouse
9 16 (36.36%) Scrum
9 16 (36.36%) SQL Server Integration Services
9 16 (36.36%) Mentoring
9 16 (36.36%) Markit EDM
10 15 (34.09%) Asset Management
10 15 (34.09%) Management Information System
11 10 (22.73%) SAS
11 10 (22.73%) SQL
11 10 (22.73%) Analytics
12 8 (18.18%) Python
13 7 (15.91%) Project Management
13 7 (15.91%) Finance
14 6 (13.64%) SPSS
14 6 (13.64%) PostgreSQL
14 6 (13.64%) Data Modelling
14 6 (13.64%) TOGAF
14 6 (13.64%) Scala
14 6 (13.64%) Hadoop
14 6 (13.64%) Marketing
14 6 (13.64%) MongoDB

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 10 (22.73%) SAS
2 6 (13.64%) Apache Spark
Applications
1 6 (13.64%) SPSS
2 4 (9.09%) MS Excel
3 3 (6.82%) Stata
Business Applications
1 16 (36.36%) Markit EDM
Communications & Networking
1 1 (2.27%) SMS
Database & Business Intelligence
1 22 (50.00%) SQL Server
2 17 (38.64%) Data Warehouse
3 16 (36.36%) SQL Server Integration Services
4 6 (13.64%) Hadoop
4 6 (13.64%) MongoDB
4 6 (13.64%) PostgreSQL
5 5 (11.36%) Big Data
5 5 (11.36%) Oracle Database
5 5 (11.36%) Oracle Database 10g
5 5 (11.36%) Oracle9i Database
6 2 (4.55%) Base SAS
6 2 (4.55%) OLAP
6 2 (4.55%) SAS Data Integration Studio
6 2 (4.55%) SAS Enterprise Guide
7 1 (2.27%) MS Access
Development Applications
1 5 (11.36%) Oracle Forms
General
1 7 (15.91%) Finance
2 6 (13.64%) Marketing
3 5 (11.36%) Banking
3 5 (11.36%) Retail
3 5 (11.36%) Retail Banking
4 3 (6.82%) Games
Job Titles
1 12 (27.27%) Analyst
2 9 (20.45%) Consultant
2 9 (20.45%) Senior Consultant
3 8 (18.18%) Data Scientist
3 8 (18.18%) Senior Data Scientist
4 6 (13.64%) Architect
4 6 (13.64%) Data Analyst
4 6 (13.64%) Marketing Analyst
4 6 (13.64%) Marketing Data Analyst
4 6 (13.64%) Solutions Architect
5 5 (11.36%) Support Analyst
6 4 (9.09%) Production Support Analyst
7 1 (2.27%) Applications Support
7 1 (2.27%) Applications Support Analyst
7 1 (2.27%) Data Insight Analyst
7 1 (2.27%) Insight Analyst
7 1 (2.27%) Insight Data Analyst
7 1 (2.27%) Marketing Insight Analyst
7 1 (2.27%) Senior Analyst
Libraries, Frameworks & Software Standards
1 3 (6.82%) D3.js
Miscellaneous
1 27 (61.36%) Analytical Skills
2 15 (34.09%) Management Information System
3 4 (9.09%) Computer Science
3 4 (9.09%) Statistics
3 4 (9.09%) Visualisation
4 3 (6.82%) Applied Mathematics
4 3 (6.82%) Informatics
4 3 (6.82%) Mathematics
Operating Systems
1 5 (11.36%) Linux
1 5 (11.36%) Unix
Processes & Methodologies
1 23 (52.27%) Data Analysis
2 21 (47.73%) Agile Software Development
3 19 (43.18%) Business Analysis
4 18 (40.91%) Stakeholder Management
5 16 (36.36%) Mentoring
5 16 (36.36%) Scrum
6 15 (34.09%) Asset Management
7 10 (22.73%) Analytics
8 7 (15.91%) Project Management
9 6 (13.64%) Customer Insight
9 6 (13.64%) Data Analytics
9 6 (13.64%) Data Modelling
9 6 (13.64%) Statistical Modelling
9 6 (13.64%) TOGAF
10 5 (11.36%) Budgeting and Forecasting
10 5 (11.36%) Data Governance
10 5 (11.36%) Enterprise Architecture
10 5 (11.36%) Incident Management
10 5 (11.36%) Infrastructure Management
10 5 (11.36%) ITIL
Programming Languages
1 10 (22.73%) SQL
2 8 (18.18%) Python
3 6 (13.64%) Scala
4 5 (11.36%) PL/SQL
5 3 (6.82%) R
6 2 (4.55%) SAS Macro
Qualifications
1 26 (59.09%) Degree
Vendors
1 22 (50.00%) Oracle
2 18 (40.91%) Microsoft
3 5 (11.36%) Cognos
4 3 (6.82%) Greenplum
4 3 (6.82%) Tableau
Edinburgh, Midlothian
Sanderson
Salary: £30000 - £35000 per annum + Highly Competitive Benefits
Posted: 3 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £37000.00 per annum
Posted: 4 days ago