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

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 86 85 102
Rank change year-on-year
-1 +17
Permanent jobs citing Data Mining 4 19 13
As % of all permanent IT jobs located in Edinburgh 0.36% 1.34% 0.88%
As % of the Database & Business Intelligence category 1.33% 5.01% 3.04%
Number of salaries quoted 3 17 10
Median salary £40,000 £42,500 £50,000
Median salary % change year-on-year
-5.88% -15.00%
90% offered a salary of more than £35,200 £25,047 £39,500
10% offered a salary of more than £44,000 £75,000 £65,000
UK excluding London median salary £43,835 £45,000 £42,500
% change year-on-year
-2.59% +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
300 379 427
As % of all permanent IT jobs located in Edinburgh 27.08% 26.77% 28.91%
Number of salaries quoted 211 275 320
Median salary £43,000 £44,000 £41,000
Median salary % change year-on-year
-2.27% +7.31%
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 10 December 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 10 December 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 12 (63.16%) Analytics
2 10 (52.63%) SAS
3 9 (47.37%) Python
4 8 (42.11%) Data Analysis
4 8 (42.11%) Hadoop
5 7 (36.84%) Analytical Skills
5 7 (36.84%) Marketing
5 7 (36.84%) SQL Server
6 6 (31.58%) Data Modelling
6 6 (31.58%) SPSS
6 6 (31.58%) Scala
6 6 (31.58%) MongoDB
6 6 (31.58%) PostgreSQL
6 6 (31.58%) Apache Spark
6 6 (31.58%) Data Analytics
6 6 (31.58%) Big Data
6 6 (31.58%) Customer Insight
6 6 (31.58%) Statistical Modelling
7 5 (26.32%) Data Governance
7 5 (26.32%) Agile Software Development
7 5 (26.32%) Cognos
7 5 (26.32%) SQL
8 4 (21.05%) MS Excel
8 4 (21.05%) Microsoft
8 4 (21.05%) Statistics
8 4 (21.05%) Computer Science
8 4 (21.05%) R
8 4 (21.05%) Data Visualisation
8 4 (21.05%) Visualisation
8 4 (21.05%) Degree

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 (52.63%) SAS
2 6 (31.58%) Apache Spark
3 1 (5.26%) Apache Pig
3 1 (5.26%) SharePoint
Applications
1 6 (31.58%) SPSS
2 4 (21.05%) MS Excel
3 3 (15.79%) Stata
Business Applications
1 1 (5.26%) Dynamics CRM
Cloud Services
1 1 (5.26%) Amazon AWS
1 1 (5.26%) Amazon EMR
1 1 (5.26%) Cloud Computing
Communications & Networking
1 1 (5.26%) SMS
Database & Business Intelligence
1 8 (42.11%) Hadoop
2 7 (36.84%) SQL Server
3 6 (31.58%) Big Data
3 6 (31.58%) MongoDB
3 6 (31.58%) PostgreSQL
4 2 (10.53%) Data Warehouse
5 1 (5.26%) Apache Hive
5 1 (5.26%) Base SAS
5 1 (5.26%) MS Access
5 1 (5.26%) NoSQL
5 1 (5.26%) OLAP
5 1 (5.26%) SAS Data Integration Studio
5 1 (5.26%) SAS Enterprise Guide
5 1 (5.26%) SQL Server Analysis Services
5 1 (5.26%) SQL Server Integration Services
5 1 (5.26%) SQL Server Reporting Services
General
1 7 (36.84%) Marketing
2 3 (15.79%) Games
3 2 (10.53%) Finance
4 1 (5.26%) Banking
Job Titles
1 8 (42.11%) Analyst
1 8 (42.11%) Data Scientist
1 8 (42.11%) Senior Data Scientist
2 6 (31.58%) Data Analyst
2 6 (31.58%) Marketing Analyst
2 6 (31.58%) Marketing Data Analyst
3 1 (5.26%) Architect
3 1 (5.26%) Big Data Architect
3 1 (5.26%) CRM Developer
3 1 (5.26%) Data Architect
3 1 (5.26%) Data Insight Analyst
3 1 (5.26%) Developer
3 1 (5.26%) Dynamics CRM Developer
3 1 (5.26%) Financial Analyst
3 1 (5.26%) Insight Analyst
3 1 (5.26%) Insight Data Analyst
3 1 (5.26%) Marketing Insight Analyst
3 1 (5.26%) Senior Analyst
3 1 (5.26%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (15.79%) D3.js
2 1 (5.26%) Web Services
Miscellaneous
1 7 (36.84%) Analytical Skills
2 4 (21.05%) Computer Science
2 4 (21.05%) Statistics
2 4 (21.05%) Visualisation
3 3 (15.79%) Applied Mathematics
3 3 (15.79%) Informatics
3 3 (15.79%) Mathematics
Processes & Methodologies
1 12 (63.16%) Analytics
2 8 (42.11%) Data Analysis
3 6 (31.58%) Customer Insight
3 6 (31.58%) Data Analytics
3 6 (31.58%) Data Modelling
3 6 (31.58%) Statistical Modelling
4 5 (26.32%) Agile Software Development
4 5 (26.32%) Data Governance
5 4 (21.05%) Data Visualisation
6 3 (15.79%) Business Analysis
6 3 (15.79%) Machine Learning
7 2 (10.53%) Anti-Money Laundering
7 2 (10.53%) Business Intelligence
7 2 (10.53%) Dashboard Development
7 2 (10.53%) Project Management
7 2 (10.53%) Stakeholder Management
8 1 (5.26%) Case Management
8 1 (5.26%) KYC
8 1 (5.26%) MapReduce
8 1 (5.26%) Marketing Automation
Programming Languages
1 9 (47.37%) Python
2 6 (31.58%) Scala
3 5 (26.32%) SQL
4 4 (21.05%) R
5 1 (5.26%) C#
5 1 (5.26%) SAS Macro
Qualifications
1 4 (21.05%) Degree
Vendors
1 5 (26.32%) Cognos
2 4 (21.05%) Microsoft
3 3 (15.79%) Greenplum
3 3 (15.79%) Tableau
4 1 (5.26%) Oracle
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 17 days ago