The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for PhD qualifications. Included is a benchmarking guide to the salaries offered over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

PhD
England / Yorkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 239 236 263
Rank change year-on-year -3 +27  
Permanent jobs citing PhD 4 11 1
As % of all permanent IT jobs advertised in Yorkshire 0.074% 0.19% 0.015%
As % of the Qualifications category 0.38% 0.83% 0.062%
Number of salaries quoted 3 6 0
Median salary £47,500 £36,000 -
Median salary % change year-on-year +31.94% -  
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

PhD is in the academic qualifications and professional certifications category. The following table is for comparison with the above and provides summary statistics for all academic qualifications and professional certifications cited in permanent job vacancies advertised in Yorkshire.

Academic & Professional Certification
Yorkshire
Permanent job vacancies requiring academic qualifications or professional certifications 1054 1318 1621
As % of all permanent IT job vacancies advertised in Yorkshire 19.52% 23.25% 23.78%
Number of salaries quoted 822 1109 1321
Median salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% -  
90% offered a salary of more than £22,500 £24,500 £26,750
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

PhD
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing PhD as a proportion of all permanent or contract IT jobs with a match in the Qualifications category.

Job vacancy trend for PhD in Yorkshire

PhD
Salary Trend in Yorkshire

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

Salary trend for PhD in Yorkshire

PhD
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing PhD in Yorkshire over the 3 months to 22 June 2017.

Salary histogram for PhD in Yorkshire

PhD
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PhD within the Yorkshire region over the 3 months to 22 June 2017. 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 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
West Yorkshire +9 3 £40,000 +11.11% 1
South Yorkshire -13 1 £55,000 +29.41% 1
PhD
England

For the 6 months to 22 June 2017, 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 Yorkshire region with a requirement for PhD.

1 4 (66.67%) Machine Learning
2 3 (50.00%) R
2 3 (50.00%) Algorithms
2 3 (50.00%) Python
2 3 (50.00%) Statistics
2 3 (50.00%) Mathematics
3 2 (33.33%) Physics
3 2 (33.33%) Computer Science
3 2 (33.33%) Econometrics
3 2 (33.33%) C++
3 2 (33.33%) SQL
3 2 (33.33%) MATLAB
3 2 (33.33%) Big Data
4 1 (16.67%) C
4 1 (16.67%) Embedded Systems
4 1 (16.67%) Analytics
4 1 (16.67%) Deep Learning
4 1 (16.67%) Internet of Things
4 1 (16.67%) Kalman Filter
4 1 (16.67%) Bayesian Methods
4 1 (16.67%) Time Series Analysis
4 1 (16.67%) Analytical Skills
4 1 (16.67%) Data Structures
4 1 (16.67%) Linear Regression
4 1 (16.67%) TensorFlow
4 1 (16.67%) Theano
4 1 (16.67%) Convolutional Neural Network
4 1 (16.67%) ANOVA
4 1 (16.67%) Data Acquisition
4 1 (16.67%) Statistical Computing

PhD
Co-occurring IT Skills in Yorkshire 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 1 (16.67%) SAS
Applications
1 1 (16.67%) SPSS
Communications & Networking
1 1 (16.67%) Internet
Database & Business Intelligence
1 2 (33.33%) Big Data
2 1 (16.67%) Data Mining
2 1 (16.67%) Hadoop
2 1 (16.67%) SQL Server
General
1 1 (16.67%) Aerospace
1 1 (16.67%) Automotive
1 1 (16.67%) Electronics
1 1 (16.67%) Manufacturing
Job Titles
1 4 (66.67%) Data Scientist
2 1 (16.67%) Analyst
2 1 (16.67%) Data Engineer
2 1 (16.67%) Data Strategist
2 1 (16.67%) Development Engineer
2 1 (16.67%) Senior Data Scientist
2 1 (16.67%) Systems Engineer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Keras
1 1 (16.67%) TensorFlow
1 1 (16.67%) Theano
1 1 (16.67%) Torch
Miscellaneous
1 3 (50.00%) Algorithms
2 2 (33.33%) Computer Science
3 1 (16.67%) Analytical Skills
3 1 (16.67%) Data Structures
3 1 (16.67%) Embedded Systems
3 1 (16.67%) Industrial Internet of Things
3 1 (16.67%) Internet of Things
3 1 (16.67%) SCADA
Processes & Methodologies
1 4 (66.67%) Machine Learning
2 3 (50.00%) Mathematics
2 3 (50.00%) Statistics
3 2 (33.33%) Econometrics
3 2 (33.33%) Physics
4 1 (16.67%) Analytics
4 1 (16.67%) Applied Mathematics
4 1 (16.67%) Artificial Intelligence
4 1 (16.67%) Bayesian Methods
4 1 (16.67%) Chemistry
4 1 (16.67%) Data Analysis
4 1 (16.67%) Deep Learning
4 1 (16.67%) Kalman Filter
4 1 (16.67%) Logistic Regression
4 1 (16.67%) Mechatronics
4 1 (16.67%) Neural Network
4 1 (16.67%) Predictive Modelling
4 1 (16.67%) Signal Processing
4 1 (16.67%) Statistical Analysis
4 1 (16.67%) Validation
Programming Languages
1 3 (50.00%) Python
1 3 (50.00%) R
2 2 (33.33%) C++
2 2 (33.33%) MATLAB
2 2 (33.33%) SQL
3 1 (16.67%) C
3 1 (16.67%) VBA
Qualifications
1 1 (16.67%) Degree
Vendors
1 1 (16.67%) Oracle
Sheffield, South Yorkshire
Explore Group
Salary: £40000 - £60000 per annum
Posted: Yesterday
Leeds
Cathcart Associates
Salary: £25000 - £45000 per annum
Posted: 16 days ago