The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Analytics over the 3 months to 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
Data Analytics
Rank 140 159 151
Rank change year-on-year
+19 -8
Permanent jobs citing Data Analytics 15 7 5
As % of all permanent IT jobs located in Scotland 0.49% 0.21% 0.16%
As % of the Processes & Methodologies category 0.57% 0.26% 0.20%
Number of salaries quoted 7 7 4
Average salary £47,500 £55,000 £38,250
Average salary % change year-on-year
-13.63% +43.79%
90% offered a salary of more than £34,000 £50,000 £22,500
10% offered a salary of more than £57,500 £55,900 £68,700
UK excluding London average salary £52,500 £55,000 £47,500
% change year-on-year
-4.54% +15.78%
Data Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2615 2649 2443
As % of all permanent IT jobs located in Scotland 85.01% 80.98% 79.99%
Number of salaries quoted 1734 1674 1695
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £31,000 £30,000 £28,000
10% offered a salary of more than £61,500 £60,000 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Analytics
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Analytics across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in Scotland

Data Analytics
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics across the Scotland region.

Data Analytics Salary Trend in Scotland

Data Analytics
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Analytics across the Scotland region over the 3 months to 24 December 2014.

Data Analytics Salary Histogram in Scotland

Data Analytics
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Analytics within the Scotland region over the 3 months to 24 December 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +20 9 £34,000 -32.00%
Aberdeen +10 3 £50,000 -
Edinburgh -1 3 £52,500 -4.97%
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in Scotland

For the 6 months to 24 December 2014, IT jobs across the Scotland region citing Data Analytics 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 Analytics.

1 23 (100.00%) Analytics
2 10 (43.48%) Java
2 10 (43.48%) Degree
3 9 (39.13%) Agile Software Development
3 9 (39.13%) Analytical Skills
4 7 (30.43%) Data Analysis
4 7 (30.43%) Software Engineering
5 6 (26.09%) SAS
5 6 (26.09%) SAS Enterprise Guide
6 5 (21.74%) HTML
6 5 (21.74%) JavaScript
6 5 (21.74%) SQL
6 5 (21.74%) CSS
6 5 (21.74%) Python
6 5 (21.74%) Data Modelling
6 5 (21.74%) Subversion
6 5 (21.74%) Artificial Intelligence
6 5 (21.74%) Git (software)
6 5 (21.74%) R
6 5 (21.74%) Big Data
7 4 (17.39%) Automated Testing
7 4 (17.39%) Line Management
7 4 (17.39%) Mentoring
8 3 (13.04%) XML
8 3 (13.04%) OO
8 3 (13.04%) Data Warehouse
8 3 (13.04%) Business Intelligence
8 3 (13.04%) Finance
8 3 (13.04%) Web Design
8 3 (13.04%) Business Analysis

Data Analytics
Top Related IT Skills in Scotland by Category

For the 6 months to 24 December 2014, IT jobs across the Scotland region citing Data Analytics 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 Analytics. Up to 20 skills are shown per category.

Application Platforms
1 6 (26.09%) SAS
2 2 (8.70%) WordPress
3 1 (4.35%) WebLogic
Communications & Networking
1 1 (4.35%) ASN.1
Database & Business Intelligence
1 6 (26.09%) SAS Enterprise Guide
2 5 (21.74%) Big Data
3 3 (13.04%) Data Warehouse
4 2 (8.70%) MySQL
4 2 (8.70%) Hadoop
4 2 (8.70%) MongoDB
4 2 (8.70%) Apache Cassandra
4 2 (8.70%) NoSQL
5 1 (4.35%) SQL Server
5 1 (4.35%) Oracle Database
Development Applications
1 5 (21.74%) Subversion
1 5 (21.74%) Git (software)
2 2 (8.70%) Maven
3 1 (4.35%) Jenkins
3 1 (4.35%) Ant
General
1 3 (13.04%) Finance
2 2 (8.70%) Games
2 2 (8.70%) Marketing
3 1 (4.35%) Telecoms
3 1 (4.35%) Banking
Job Titles
1 7 (30.43%) Developer
2 4 (17.39%) Java Developer
3 3 (13.04%) Java Programmer
3 3 (13.04%) Lead Java Developer
3 3 (13.04%) Java Software Developer
3 3 (13.04%) Programmer
3 3 (13.04%) Lead Developer
3 3 (13.04%) Software Developer
3 3 (13.04%) Software Programmer
3 3 (13.04%) Lead Software Developer
3 3 (13.04%) Lead Programmer
4 2 (8.70%) Design Engineer
4 2 (8.70%) Tester
4 2 (8.70%) Digital Design Engineer
5 1 (4.35%) .NET Developer
5 1 (4.35%) C# Developer
5 1 (4.35%) Java Software Engineer
5 1 (4.35%) Team Leader
5 1 (4.35%) Java Team Leader
5 1 (4.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 5 (21.74%) HTML
1 5 (21.74%) CSS
2 3 (13.04%) XML
2 3 (13.04%) RESTful
3 2 (8.70%) HTML5
3 2 (8.70%) Spring
4 1 (4.35%) Apache Flex
4 1 (4.35%) Hibernate
4 1 (4.35%) .NET
Miscellaneous
1 9 (39.13%) Analytical Skills
2 5 (21.74%) Artificial Intelligence
3 2 (8.70%) Photography
3 2 (8.70%) Computer Science
3 2 (8.70%) Blog
4 1 (4.35%) Open Source
4 1 (4.35%) Enterprise Software
4 1 (4.35%) Life Science
4 1 (4.35%) Mathematics
4 1 (4.35%) Statistics
4 1 (4.35%) Algorithms
Processes & Methodologies
1 23 (100.00%) Analytics
2 9 (39.13%) Agile Software Development
3 7 (30.43%) Data Analysis
3 7 (30.43%) Software Engineering
4 5 (21.74%) Data Modelling
5 4 (17.39%) Automated Testing
5 4 (17.39%) Line Management
5 4 (17.39%) Mentoring
6 3 (13.04%) DevOps
6 3 (13.04%) Web Design
6 3 (13.04%) Business Analysis
6 3 (13.04%) OO
6 3 (13.04%) Business Intelligence
6 3 (13.04%) User Stories
6 3 (13.04%) Straight-Through Processing
6 3 (13.04%) Responsive Web Design
6 3 (13.04%) Big Data Analytics
6 3 (13.04%) Technical Architecture
6 3 (13.04%) Web Development
6 3 (13.04%) Continuous Integration
Programming Languages
1 10 (43.48%) Java
2 5 (21.74%) JavaScript
2 5 (21.74%) SQL
2 5 (21.74%) Python
2 5 (21.74%) R
3 2 (8.70%) Ruby
3 2 (8.70%) PHP
4 1 (4.35%) PL/SQL
4 1 (4.35%) MATLAB
4 1 (4.35%) T-SQL
4 1 (4.35%) C#
Qualifications
1 10 (43.48%) Degree
2 1 (4.35%) PhD
Quality Assurance & Compliance
1 1 (4.35%) QA
System Software
1 1 (4.35%) Oracle RAC
1 1 (4.35%) HDFS
Vendors
1 1 (4.35%) Oracle
1 1 (4.35%) Cisco
1 1 (4.35%) Microsoft
1 1 (4.35%) Informatica
1 1 (4.35%) Teradata