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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 126 146 152
Rank change year-on-year
+20 +6
Permanent jobs citing Data Mining 8 21 15
As % of all permanent IT jobs located in Scotland 0.34% 0.67% 0.46%
As % of the Database & Business Intelligence category 1.07% 2.17% 1.37%
Number of salaries quoted 5 19 8
Median salary £52,500 £50,000 £52,500
Median salary % change year-on-year
+5.00% -4.76%
90% offered a salary of more than £36,400 £42,500 £43,500
10% offered a salary of more than £69,600 £75,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
UK

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
745 966 1098
As % of all permanent IT jobs located in Scotland 31.47% 30.88% 33.59%
Number of salaries quoted 477 634 748
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £62,700 £60,000 £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 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 2 December 2016.

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 2 December 2016. 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
(Click see detailed
statistics and trends)
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
Glasgow +26 4 £63,750 +19.15% 1
Edinburgh -1 3 £37,000 -20.00% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Scotland

For the 6 months to 2 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 Scotland region with a requirement for Data Mining.

1 16 (53.33%) Analytics
2 14 (46.67%) SQL Server
3 13 (43.33%) Data Analysis
4 12 (40.00%) Analytical Skills
5 11 (36.67%) SAS
6 10 (33.33%) Microsoft
7 9 (30.00%) Python
7 9 (30.00%) Finance
8 8 (26.67%) Hadoop
8 8 (26.67%) Visualisation
8 8 (26.67%) Marketing
8 8 (26.67%) Degree
8 8 (26.67%) SQL
8 8 (26.67%) Data Warehouse
9 7 (23.33%) Business Intelligence
9 7 (23.33%) MS Excel
9 7 (23.33%) PostgreSQL
9 7 (23.33%) Agile Software Development
9 7 (23.33%) MongoDB
9 7 (23.33%) Scala
9 7 (23.33%) Apache Spark
9 7 (23.33%) Statistical Modelling
10 6 (20.00%) Data Analytics
10 6 (20.00%) Big Data
10 6 (20.00%) Customer Insight
10 6 (20.00%) Data Modelling
10 6 (20.00%) SPSS
10 6 (20.00%) Project Management
11 5 (16.67%) Cognos
11 5 (16.67%) SharePoint

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 11 (36.67%) SAS
2 7 (23.33%) Apache Spark
3 5 (16.67%) SharePoint
4 1 (3.33%) Apache Pig
Applications
1 7 (23.33%) MS Excel
2 6 (20.00%) SPSS
3 3 (10.00%) Stata
Business Applications
1 2 (6.67%) Markit EDM
2 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%) SQL Server
2 8 (26.67%) Data Warehouse
2 8 (26.67%) Hadoop
3 7 (23.33%) MongoDB
3 7 (23.33%) PostgreSQL
4 6 (20.00%) Big Data
5 4 (13.33%) SAP Data Services
5 4 (13.33%) SQL Server Integration Services
6 2 (6.67%) SAP BW
6 2 (6.67%) SQL Server Analysis Services
6 2 (6.67%) SQL Server Reporting Services
7 1 (3.33%) Apache Hive
7 1 (3.33%) Base SAS
7 1 (3.33%) MS Access
7 1 (3.33%) NoSQL
7 1 (3.33%) OLAP
7 1 (3.33%) QlikView
7 1 (3.33%) SAS Data Integration Studio
7 1 (3.33%) SAS Enterprise Guide
7 1 (3.33%) SQL Server 2012
Development Applications
1 4 (13.33%) Git (software)
1 4 (13.33%) Visual Studio
General
1 9 (30.00%) Finance
2 8 (26.67%) Marketing
3 3 (10.00%) Games
4 1 (3.33%) Banking
4 1 (3.33%) Financial Institution
Job Titles
1 9 (30.00%) Data Scientist
1 9 (30.00%) Senior Data Scientist
2 8 (26.67%) Analyst
3 7 (23.33%) Data Analyst
4 6 (20.00%) Marketing Analyst
4 6 (20.00%) Marketing Data Analyst
5 3 (10.00%) Analytics Manager
5 3 (10.00%) Business Intelligence Manager
5 3 (10.00%) Release Manager
6 2 (6.67%) Consultant
6 2 (6.67%) Senior Consultant
7 1 (3.33%) Architect
7 1 (3.33%) Business Manager
7 1 (3.33%) Data Architect
7 1 (3.33%) Data Insight Analyst
7 1 (3.33%) Developer
7 1 (3.33%) Marketing Insight Analyst
7 1 (3.33%) SAS Analyst
7 1 (3.33%) Senior Analyst
7 1 (3.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (10.00%) D3.js
2 1 (3.33%) Web Services
Miscellaneous
1 12 (40.00%) Analytical Skills
2 8 (26.67%) Visualisation
3 5 (16.67%) Computer Science
4 4 (13.33%) Data Integration
4 4 (13.33%) Statistics
5 3 (10.00%) Applied Mathematics
5 3 (10.00%) Informatics
5 3 (10.00%) Mathematics
6 2 (6.67%) Management Information System
Processes & Methodologies
1 16 (53.33%) Analytics
2 13 (43.33%) Data Analysis
3 7 (23.33%) Agile Software Development
3 7 (23.33%) Business Intelligence
3 7 (23.33%) Statistical Modelling
4 6 (20.00%) Customer Insight
4 6 (20.00%) Data Analytics
4 6 (20.00%) Data Modelling
4 6 (20.00%) Project Management
5 5 (16.67%) Business Analysis
5 5 (16.67%) Data Governance
5 5 (16.67%) Stakeholder Management
6 4 (13.33%) Customer Analytics
6 4 (13.33%) Data Visualisation
6 4 (13.33%) ETL
6 4 (13.33%) Machine Learning
6 4 (13.33%) People Management
6 4 (13.33%) Process Improvement
6 4 (13.33%) Release Management
7 3 (10.00%) Risk Assessment
Programming Languages
1 9 (30.00%) Python
2 8 (26.67%) SQL
3 7 (23.33%) Scala
4 3 (10.00%) R
5 1 (3.33%) C#
5 1 (3.33%) SAS Macro
5 1 (3.33%) VBA
Qualifications
1 8 (26.67%) Degree
2 3 (10.00%) CISA
2 3 (10.00%) CISM
2 3 (10.00%) CISSP
2 3 (10.00%) CRISC
Quality Assurance & Compliance
1 1 (3.33%) COBIT
1 1 (3.33%) ISO/IEC 27001
1 1 (3.33%) QA
Systems Management
1 1 (3.33%) RSA Archer
Vendors
1 10 (33.33%) Microsoft
2 5 (16.67%) Cognos
3 4 (13.33%) MicroStrategy
3 4 (13.33%) Tableau
4 3 (10.00%) Greenplum
4 3 (10.00%) Oracle
5 2 (6.67%) SAP
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 10 days ago
Glasgow
Churchill Frank
Salary: £40000 - £60000 per annum + BONUS, PENSION
Posted: 22 days ago