The table below looks at the statistics for PhD in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited PhD over the 3 months to 6 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
PhD
Rank 146 148 167
Rank change year-on-year
+2 +19
Permanent jobs citing PhD 14 11 20
As % of all permanent IT jobs located in Scotland 0.49% 0.35% 0.50%
As % of the Qualifications category 1.83% 1.34% 2.06%
Number of salaries quoted 8 8 18
Median salary £50,000 £31,500 £43,500
Median salary % change year-on-year
+58.73% -27.58%
90% offered a salary of more than £43,750 £24,550 £22,700
10% offered a salary of more than £57,500 £34,234 £55,000
UK excluding London median salary £42,500 £40,000 £42,500
% change year-on-year
+6.25% -5.88%
PhD
UK

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

Qualifications Category
Scotland
Permanent IT job ads with a match in the
Qualifications category
764 821 969
As % of all permanent IT jobs located in Scotland 26.70% 26.23% 24.16%
Number of salaries quoted 475 514 639
Median salary £45,000 £42,713 £41,000
Median salary % change year-on-year
+5.35% +4.17%
90% offered a salary of more than £26,550 £28,000 £26,500
10% offered a salary of more than £67,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,145
% change year-on-year
- +5.86%

PhD
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing PhD as a proportion of all IT jobs with a match in the Qualifications category.

PhD Jobs Demand Trend in Scotland

PhD
Salary Trend in Scotland

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

PhD Salary Trend in Scotland

PhD
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing PhD across the Scotland region over the 3 months to 6 May 2016.

PhD Salary Histogram in Scotland

PhD
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PhD within the Scotland region over the 3 months to 6 May 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
Edinburgh +15 14 £50,000 +78.57% 5
PhD
UK

PhD
Top 30 Related IT Skills in Scotland

For the 6 months to 6 May 2016, IT jobs citing PhD 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 PhD.

1 13 (76.47%) C++
2 11 (64.71%) Java
3 10 (58.82%) Mathematics
4 9 (52.94%) SQL
4 9 (52.94%) SAS
4 9 (52.94%) Agile Software Development
4 9 (52.94%) Banking
5 8 (47.06%) C
5 8 (47.06%) C#
6 7 (41.18%) .NET
6 7 (41.18%) Software Engineering
6 7 (41.18%) TDD
6 7 (41.18%) Physics
6 7 (41.18%) Computer Science
7 6 (35.29%) Python
7 6 (35.29%) Perl
8 5 (29.41%) Finance
8 5 (29.41%) Lisp
8 5 (29.41%) OO
8 5 (29.41%) PL/SQL
8 5 (29.41%) VBA
8 5 (29.41%) SQL Server
8 5 (29.41%) Economics
8 5 (29.41%) Artificial Intelligence
8 5 (29.41%) Degree
8 5 (29.41%) Continuous Integration
8 5 (29.41%) R
8 5 (29.41%) Algorithms
9 4 (23.53%) Analytics
9 4 (23.53%) Monte Carlo Method

PhD
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 9 (52.94%) SAS
2 1 (5.88%) ArcGIS
Applications
1 4 (23.53%) S-PLUS
2 1 (5.88%) MS Excel
2 1 (5.88%) MS Office
2 1 (5.88%) MS PowerPoint
Database & Business Intelligence
1 5 (29.41%) SQL Server
2 1 (5.88%) Big Data
2 1 (5.88%) Data Mining
2 1 (5.88%) GIS
2 1 (5.88%) NoSQL
General
1 9 (52.94%) Banking
2 5 (29.41%) Finance
3 4 (23.53%) Investment Banking
4 1 (5.88%) Games
4 1 (5.88%) Manufacturing
4 1 (5.88%) Marketing
Job Titles
1 6 (35.29%) Analyst
2 5 (29.41%) Software Engineer
3 4 (23.53%) Credit Analyst
3 4 (23.53%) Credit Risk Analyst
3 4 (23.53%) Qualitative Analyst
3 4 (23.53%) Quantitative Analyst
3 4 (23.53%) Quantitative Risk Analyst
3 4 (23.53%) Risk Analyst
3 4 (23.53%) SQL Analyst
4 2 (11.76%) Development Engineer
4 2 (11.76%) Junior
4 2 (11.76%) Optimisation Engineer
5 1 (5.88%) Data Analyst
5 1 (5.88%) Developer
5 1 (5.88%) GIS Data Analyst
5 1 (5.88%) Graduate Analyst
5 1 (5.88%) Graduate Business Analyst
5 1 (5.88%) Java Developer
5 1 (5.88%) Java Engineer
5 1 (5.88%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 7 (41.18%) .NET
2 2 (11.76%) AngularJS
2 2 (11.76%) Java EE
3 1 (5.88%) ArcObjects
3 1 (5.88%) Boost C++ Libraries
3 1 (5.88%) MEAN Stack
3 1 (5.88%) Natural Language Processing
3 1 (5.88%) OpenMP
3 1 (5.88%) Spring
3 1 (5.88%) STL
Miscellaneous
1 10 (58.82%) Mathematics
2 7 (41.18%) Computer Science
2 7 (41.18%) Physics
3 5 (29.41%) Algorithms
3 5 (29.41%) Artificial Intelligence
3 5 (29.41%) Economics
4 4 (23.53%) Credit Derivative
4 4 (23.53%) Credit Risk
4 4 (23.53%) Derivative
4 4 (23.53%) Fixed Income
5 2 (11.76%) Graphic Design
5 2 (11.76%) Life Science
6 1 (5.88%) Analytical Skills
6 1 (5.88%) Enterprise Software
6 1 (5.88%) PACS
6 1 (5.88%) Remote Sensing
Operating Systems
1 1 (5.88%) Linux
1 1 (5.88%) Windows
Processes & Methodologies
1 9 (52.94%) Agile Software Development
2 7 (41.18%) Software Engineering
2 7 (41.18%) TDD
3 5 (29.41%) Continuous Integration
3 5 (29.41%) OO
4 4 (23.53%) Analytics
4 4 (23.53%) Black-Scholes
4 4 (23.53%) Monte Carlo Method
4 4 (23.53%) Presales
4 4 (23.53%) Stress Testing
4 4 (23.53%) Validation
5 3 (17.65%) BDD
6 2 (11.76%) Front End Development
6 2 (11.76%) Image Processing
7 1 (5.88%) Build Automation
7 1 (5.88%) Line Management
7 1 (5.88%) Machine Learning
7 1 (5.88%) SDLC
7 1 (5.88%) Stakeholder Engagement
7 1 (5.88%) Statistical Modelling
Programming Languages
1 13 (76.47%) C++
2 11 (64.71%) Java
3 9 (52.94%) SQL
4 8 (47.06%) C
4 8 (47.06%) C#
5 6 (35.29%) Perl
5 6 (35.29%) Python
6 5 (29.41%) Lisp
6 5 (29.41%) PL/SQL
6 5 (29.41%) R
6 5 (29.41%) VBA
7 4 (23.53%) MATLAB
8 3 (17.65%) Fortran
8 3 (17.65%) JavaScript
Qualifications
1 5 (29.41%) Degree
Vendors
1 3 (17.65%) Oracle
2 1 (5.88%) Mapinfo
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