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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 70 94 -
Rank change year-on-year
+24 -
Permanent jobs citing Data Mining 25 8 0
As % of all permanent IT jobs located in Edinburgh 2.08% 0.55% -
As % of the Database & Business Intelligence category 7.35% 1.79% -
Number of salaries quoted 7 7 0
Median salary £47,500 £47,000 -
Median salary % change year-on-year
+1.06% -
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
340 448 424
As % of all permanent IT jobs located in Edinburgh 28.31% 30.71% 28.44%
Number of salaries quoted 205 298 329
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £35,000 £28,500 £28,500
10% offered a salary of more than £65,000 £57,500 £79,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 July 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 July 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 37 (80.43%) Analytical Skills
2 36 (78.26%) Degree
3 31 (67.39%) SQL Server
4 30 (65.22%) Business Analysis
5 28 (60.87%) Agile Software Development
5 28 (60.87%) Microsoft
6 26 (56.52%) Data Analysis
7 24 (52.17%) Oracle
7 24 (52.17%) Stakeholder Management
8 23 (50.00%) SQL Server Integration Services
8 23 (50.00%) Markit EDM
8 23 (50.00%) Mentoring
9 22 (47.83%) Asset Management
9 22 (47.83%) Management Information System
9 22 (47.83%) Data Warehouse
10 21 (45.65%) Scrum
11 12 (26.09%) SAS
12 11 (23.91%) Analytics
13 9 (19.57%) MS Excel
14 8 (17.39%) Python
14 8 (17.39%) Finance
15 7 (15.22%) Big Data
15 7 (15.22%) Statistical Modelling
15 7 (15.22%) Data Governance
15 7 (15.22%) Apache Spark
15 7 (15.22%) PostgreSQL
15 7 (15.22%) Project Management
15 7 (15.22%) Computer Science
15 7 (15.22%) Scala
15 7 (15.22%) Hadoop

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 12 (26.09%) SAS
2 7 (15.22%) Apache Spark
Applications
1 9 (19.57%) MS Excel
2 6 (13.04%) Stata
3 4 (8.70%) SPSS
Business Applications
1 23 (50.00%) Markit EDM
Database & Business Intelligence
1 31 (67.39%) SQL Server
2 23 (50.00%) SQL Server Integration Services
3 22 (47.83%) Data Warehouse
4 7 (15.22%) Big Data
4 7 (15.22%) Hadoop
4 7 (15.22%) MongoDB
4 7 (15.22%) PostgreSQL
5 3 (6.52%) Base SAS
5 3 (6.52%) OLAP
5 3 (6.52%) SAS Data Integration Studio
5 3 (6.52%) SAS Enterprise Guide
6 2 (4.35%) Oracle BI EE
7 1 (2.17%) BusinessObjects
7 1 (2.17%) MS Access
General
1 8 (17.39%) Finance
2 6 (13.04%) Banking
2 6 (13.04%) Games
3 5 (10.87%) Retail
3 5 (10.87%) Retail Banking
4 4 (8.70%) Marketing
Job Titles
1 12 (26.09%) Consultant
2 9 (19.57%) Senior Consultant
3 8 (17.39%) Data Scientist
4 6 (13.04%) Analyst
4 6 (13.04%) Architect
4 6 (13.04%) Solutions Architect
5 5 (10.87%) Senior Data Scientist
6 4 (8.70%) Data Analyst
6 4 (8.70%) Marketing Analyst
6 4 (8.70%) Marketing Data Analyst
7 2 (4.35%) Senior Analyst
8 1 (2.17%) Business Analyst
8 1 (2.17%) Data Consultant
8 1 (2.17%) Senior Business Analyst
8 1 (2.17%) Senior Technical Analyst
8 1 (2.17%) Senior Technical Business Analyst
8 1 (2.17%) Technical Analyst
8 1 (2.17%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 6 (13.04%) D3.js
Miscellaneous
1 37 (80.43%) Analytical Skills
2 22 (47.83%) Management Information System
3 7 (15.22%) Computer Science
4 6 (13.04%) Applied Mathematics
4 6 (13.04%) Informatics
4 6 (13.04%) Mathematics
4 6 (13.04%) Statistics
4 6 (13.04%) Visualisation
Processes & Methodologies
1 30 (65.22%) Business Analysis
2 28 (60.87%) Agile Software Development
3 26 (56.52%) Data Analysis
4 24 (52.17%) Stakeholder Management
5 23 (50.00%) Mentoring
6 22 (47.83%) Asset Management
7 21 (45.65%) Scrum
8 11 (23.91%) Analytics
9 7 (15.22%) Data Governance
9 7 (15.22%) Project Management
9 7 (15.22%) Statistical Modelling
10 6 (13.04%) Data Visualisation
10 6 (13.04%) TOGAF
11 5 (10.87%) Budgeting and Forecasting
11 5 (10.87%) Enterprise Architecture
11 5 (10.87%) ITIL
12 4 (8.70%) Business Intelligence
12 4 (8.70%) Customer Insight
12 4 (8.70%) Data Analytics
12 4 (8.70%) Data Modelling
Programming Languages
1 8 (17.39%) Python
2 7 (15.22%) Scala
3 6 (13.04%) R
4 4 (8.70%) SQL
5 3 (6.52%) SAS Macro
Qualifications
1 36 (78.26%) Degree
2 1 (2.17%) ISEB
Quality Assurance & Compliance
1 1 (2.17%) Basel II
1 1 (2.17%) Solvency II
Vendors
1 28 (60.87%) Microsoft
2 24 (52.17%) Oracle
3 6 (13.04%) Greenplum
3 6 (13.04%) Tableau
4 4 (8.70%) Cognos
Edinburgh, Midlothian
ARC IT Recruitment Ltd
Salary: £50,000 + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 4 days ago