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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 82 90 97
Rank change year-on-year
+8 +7
Permanent jobs citing Data Mining 15 10 9
As % of all permanent IT jobs located in Edinburgh 1.18% 0.72% 0.64%
As % of the Database & Business Intelligence category 4.18% 2.65% 2.17%
Number of salaries quoted 11 10 7
Average salary £42,500 £50,000 £50,000
Average salary % change year-on-year
-15.00% -
90% offered a salary of more than £6,367 £31,450 £33,000
10% offered a salary of more than £50,000 £67,750 £71,000
UK excluding London average salary £45,000 £42,500 £37,650
% change year-on-year
+5.88% +12.88%
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
359 378 414
As % of all permanent IT jobs located in Edinburgh 28.18% 27.29% 29.26%
Number of salaries quoted 271 275 310
Average salary £47,500 £40,000 £45,000
Average salary % change year-on-year
+18.75% -11.11%
90% offered a salary of more than £35,000 £32,500 £30,100
10% offered a salary of more than £55,000 £62,250 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Edinburgh region as a proportion of the total demand within 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 11 February 2016.

Data Mining Salary Histogram in Edinburgh

Data Mining
Top 30 Related IT Skills in Edinburgh

For the 6 months to 11 February 2016, IT jobs across the Edinburgh region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 27 (75.00%) Business Intelligence
2 25 (69.44%) SAS
2 25 (69.44%) SQL
3 24 (66.67%) Data Warehouse
3 24 (66.67%) Finance
4 22 (61.11%) Stakeholder Management
5 21 (58.33%) BusinessObjects
6 17 (47.22%) Analytical Skills
7 16 (44.44%) Business Analysis
8 15 (41.67%) Banking
9 13 (36.11%) ISEB
10 12 (33.33%) UML
10 12 (33.33%) Basel II
10 12 (33.33%) Solvency II
11 11 (30.56%) SQL Server
12 10 (27.78%) Microsoft
13 9 (25.00%) Oracle
13 9 (25.00%) ETL
14 8 (22.22%) Oracle BI EE
14 8 (22.22%) Degree
15 7 (19.44%) Big Data
16 6 (16.67%) QlikView
16 6 (16.67%) Teradata
16 6 (16.67%) Telecoms
16 6 (16.67%) PL/SQL
16 6 (16.67%) Oracle Database 10g
16 6 (16.67%) Oracle 11i
16 6 (16.67%) Oracle Database
16 6 (16.67%) Performance Tuning
17 5 (13.89%) Mathematics

Data Mining
Top Related IT Skills in Edinburgh by Category

For the 6 months to 11 February 2016, IT jobs across the Edinburgh region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 25 (69.44%) SAS
2 3 (8.33%) MS Exchange
3 1 (2.78%) Apache Spark
3 1 (2.78%) SharePoint
3 1 (2.78%) SharePoint 2010
3 1 (2.78%) SharePoint 2013
Applications
1 3 (8.33%) MS Excel
2 1 (2.78%) Stata
Business Applications
1 6 (16.67%) Oracle 11i
Cloud Services
1 1 (2.78%) Amazon AWS
1 1 (2.78%) Amazon EC2
1 1 (2.78%) Microsoft Azure
Communications & Networking
1 3 (8.33%) SAN
1 3 (8.33%) VoIP
1 3 (8.33%) WAN
2 1 (2.78%) DNS
2 1 (2.78%) TCP/IP
Database & Business Intelligence
1 24 (66.67%) Data Warehouse
2 21 (58.33%) BusinessObjects
3 11 (30.56%) SQL Server
4 8 (22.22%) Oracle BI EE
5 7 (19.44%) Big Data
6 6 (16.67%) Oracle Database
6 6 (16.67%) Oracle Database 10g
6 6 (16.67%) QlikView
7 4 (11.11%) OLAP
8 3 (8.33%) Base SAS
8 3 (8.33%) SAS Data Integration Studio
8 3 (8.33%) SAS Enterprise Guide
9 2 (5.56%) Hadoop
9 2 (5.56%) NoSQL
10 1 (2.78%) MongoDB
10 1 (2.78%) PostgreSQL
10 1 (2.78%) PowerPivot
10 1 (2.78%) SQL Server Analysis Services
10 1 (2.78%) SQL Server Integration Services
10 1 (2.78%) SQL Server Reporting Services
Development Applications
1 3 (8.33%) Visual Studio
2 1 (2.78%) Git (software)
2 1 (2.78%) LoadRunner
2 1 (2.78%) SQL Server Management Studio (SSMS)
General
1 24 (66.67%) Finance
2 15 (41.67%) Banking
3 6 (16.67%) Telecoms
4 3 (8.33%) Military
5 2 (5.56%) Games
Job Titles
1 16 (44.44%) Analyst
2 15 (41.67%) Business Analyst
2 15 (41.67%) Technical Analyst
2 15 (41.67%) Technical Business Analyst
3 6 (16.67%) Consultant
3 6 (16.67%) Senior Analyst
3 6 (16.67%) Senior Business Analyst
3 6 (16.67%) Senior Technical Analyst
3 6 (16.67%) Senior Technical Business Analyst
3 6 (16.67%) Teradata Consultant
4 3 (8.33%) C Software Engineer
4 3 (8.33%) C/C++ Software Engineer
4 3 (8.33%) C++ Software Engineer
4 3 (8.33%) IT Manager
4 3 (8.33%) IT Operations Manager
4 3 (8.33%) Operations Manager
4 3 (8.33%) Software Engineer
5 2 (5.56%) Architect
5 2 (5.56%) Data Architect
6 1 (2.78%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (2.78%) .NET
1 1 (2.78%) ASP.NET
1 1 (2.78%) D3.js
1 1 (2.78%) MDX
Miscellaneous
1 17 (47.22%) Analytical Skills
2 5 (13.89%) Mathematics
3 3 (8.33%) Data Centre
3 3 (8.33%) Digital Media
3 3 (8.33%) Video Conferencing
4 2 (5.56%) Data Integration
4 2 (5.56%) Visualisation
5 1 (2.78%) Applied Mathematics
5 1 (2.78%) Computer Science
5 1 (2.78%) Informatics
5 1 (2.78%) Statistics
Operating Systems
1 1 (2.78%) Linux
1 1 (2.78%) Ubuntu
Processes & Methodologies
1 27 (75.00%) Business Intelligence
2 22 (61.11%) Stakeholder Management
3 16 (44.44%) Business Analysis
4 12 (33.33%) UML
5 9 (25.00%) ETL
6 6 (16.67%) Performance Tuning
7 4 (11.11%) Agile Software Development
8 3 (8.33%) Continuous Improvement
8 3 (8.33%) Dashboard Development
8 3 (8.33%) Data Protection
8 3 (8.33%) Information Security
8 3 (8.33%) Operations Management
8 3 (8.33%) Security Management
8 3 (8.33%) Software Engineering
9 2 (5.56%) Analytics
9 2 (5.56%) Data Modelling
9 2 (5.56%) Data Visualisation
9 2 (5.56%) Information Architecture
9 2 (5.56%) Logical Data Model
9 2 (5.56%) Physical Data Model
Programming Languages
1 25 (69.44%) SQL
2 6 (16.67%) PL/SQL
3 3 (8.33%) C
3 3 (8.33%) C++
3 3 (8.33%) MATLAB
3 3 (8.33%) SAS Macro
4 1 (2.78%) C#
4 1 (2.78%) Data Mining Extensions (DMX)
4 1 (2.78%) JavaScript
4 1 (2.78%) Python
4 1 (2.78%) R
4 1 (2.78%) Scala
4 1 (2.78%) T-SQL
4 1 (2.78%) VBA
Qualifications
1 13 (36.11%) ISEB
2 8 (22.22%) Degree
3 1 (2.78%) ISTQB
3 1 (2.78%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (33.33%) Basel II
1 12 (33.33%) Solvency II
System Software
1 3 (8.33%) VMware Infrastructure
Systems Management
1 3 (8.33%) Backup Exec
1 3 (8.33%) Symantec Enterprise Vault
Vendors
1 10 (27.78%) Microsoft
2 9 (25.00%) Oracle
3 6 (16.67%) Teradata
4 3 (8.33%) Cisco
4 3 (8.33%) Minitab
4 3 (8.33%) NetApp
4 3 (8.33%) Symantec
4 3 (8.33%) VMware
5 1 (2.78%) Dell
5 1 (2.78%) Greenplum
5 1 (2.78%) Tableau
Edinburgh, Midlothian
Net Talent
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 16 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 2 days ago
Edinburgh, Midlothian
ClearCube Consulting
Salary: From £70,000 to £90,000 per annum + bonus, shares, benefits
Posted: 5 days ago
Edinburgh
Churchill Frank International
Salary: £40000 - £45000 per annum + Negotiable
Posted: 17 days ago
Edinburgh
Churchill Frank International
Salary: £40000 - £45000 per annum + Lifestyle/Negotiable
Posted: 20 days ago