The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Physics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Physics over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Physics
England / Yorkshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 226 255 259
Rank change year-on-year +29 +4  
Permanent jobs citing Physics 8 9 8
As % of all permanent IT jobs advertised in Yorkshire 0.15% 0.14% 0.11%
As % of the Processes & Methodologies category 0.16% 0.16% 0.12%
Number of salaries quoted 6 7 8
Median salary £37,500 £42,500 £35,000
Median salary % change year-on-year -11.76% +21.42%  
90% offered a salary of more than £29,500 £19,000 £19,000
10% offered a salary of more than £60,000 £95,000 £35,750
UK excluding London median salary £40,000 £42,000 £38,564
% change year-on-year -4.76% +8.90%  

Physics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4890 5750 6761
As % of all permanent IT job vacancies advertised in Yorkshire 90.72% 88.18% 90.00%
Number of salaries quoted 4274 4768 5428
Median salary £44,512 £42,000 £40,000
Median salary % change year-on-year +5.97% +5.00%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Physics
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Physics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Physics in Yorkshire

Physics
Salary Trend in Yorkshire

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

Salary trend for Physics in Yorkshire

Physics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Physics in Yorkshire over the 3 months to 28 March 2017.

Salary histogram for Physics in Yorkshire

Physics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the Yorkshire region over the 3 months to 28 March 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 +26 5 £35,000 -50.00% 1
North Yorkshire - 3 £40,000 - 2
Physics
England

For the 6 months to 28 March 2017, IT jobs citing Physics 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 Physics.

1 24 (100.00%) Mathematics
2 19 (79.17%) Computer Science
3 11 (45.83%) Java
4 9 (37.50%) SQL
5 8 (33.33%) Python
6 7 (29.17%) MS Excel
6 7 (29.17%) Degree
7 6 (25.00%) Kalman Filter
7 6 (25.00%) Time Series Analysis
7 6 (25.00%) Data Structures
7 6 (25.00%) Algorithms
7 6 (25.00%) Statistical Inference
7 6 (25.00%) Statistics
7 6 (25.00%) Software Engineering
7 6 (25.00%) Statistical Analysis
7 6 (25.00%) Predictive Modelling
7 6 (25.00%) R
7 6 (25.00%) Machine Learning
7 6 (25.00%) PhD
7 6 (25.00%) VBA
7 6 (25.00%) C++
7 6 (25.00%) Validation
8 5 (20.83%) OO
8 5 (20.83%) C#
8 5 (20.83%) Multimedia
8 5 (20.83%) Analytical Skills
8 5 (20.83%) Electronics
9 3 (12.50%) Agile Software Development
9 3 (12.50%) Quantitative Analysis
9 3 (12.50%) Big Data

Physics
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 (4.17%) Apache Spark
Applications
1 7 (29.17%) MS Excel
Cloud Services
1 1 (4.17%) Amazon EC2
Database & Business Intelligence
1 3 (12.50%) Big Data
2 1 (4.17%) Data Mining
2 1 (4.17%) Hadoop
2 1 (4.17%) SQL Server
2 1 (4.17%) Text Mining
Development Applications
1 2 (8.33%) Eclipse
1 2 (8.33%) Gradle
2 1 (4.17%) GitLab
2 1 (4.17%) TeamCity
General
1 5 (20.83%) Electronics
1 5 (20.83%) Multimedia
2 2 (8.33%) Games
3 1 (4.17%) Marketing
Job Titles
1 7 (29.17%) Data Scientist
2 6 (25.00%) Developer
2 6 (25.00%) Software Developer
3 5 (20.83%) Author
3 5 (20.83%) Senior Technical Author
3 5 (20.83%) Software Engineer
3 5 (20.83%) Technical Author
4 2 (8.33%) Analyst
4 2 (8.33%) Developer/Software Engineer
4 2 (8.33%) Junior
4 2 (8.33%) Junior Data Scientist
4 2 (8.33%) Senior Developer
4 2 (8.33%) Senior Software Developer
5 1 (4.17%) Architect
5 1 (4.17%) C# Developer
5 1 (4.17%) Data Analyst
5 1 (4.17%) Graduate
5 1 (4.17%) Java Developer
5 1 (4.17%) Qualitative Analyst
5 1 (4.17%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 1 (4.17%) .NET
1 1 (4.17%) CSS
1 1 (4.17%) HTML
1 1 (4.17%) jQuery
1 1 (4.17%) OpenGL
1 1 (4.17%) RESTful
1 1 (4.17%) Spring
1 1 (4.17%) Spring MVC
Miscellaneous
1 19 (79.17%) Computer Science
2 6 (25.00%) Algorithms
2 6 (25.00%) Data Structures
3 5 (20.83%) Analytical Skills
Operating Systems
1 3 (12.50%) Linux
2 1 (4.17%) Android
2 1 (4.17%) Apple iOS
Processes & Methodologies
1 24 (100.00%) Mathematics
2 6 (25.00%) Kalman Filter
2 6 (25.00%) Machine Learning
2 6 (25.00%) Predictive Modelling
2 6 (25.00%) Software Engineering
2 6 (25.00%) Statistical Analysis
2 6 (25.00%) Statistical Inference
2 6 (25.00%) Statistics
2 6 (25.00%) Time Series Analysis
2 6 (25.00%) Validation
3 5 (20.83%) OO
4 3 (12.50%) Agile Software Development
4 3 (12.50%) Data Modelling
4 3 (12.50%) Quantitative Analysis
4 3 (12.50%) Unit Testing
5 2 (8.33%) Mathematical Modelling
5 2 (8.33%) OOD
5 2 (8.33%) Scrum
5 2 (8.33%) TDD
5 2 (8.33%) Time Management
Programming Languages
1 11 (45.83%) Java
2 9 (37.50%) SQL
3 8 (33.33%) Python
4 6 (25.00%) C++
4 6 (25.00%) R
4 6 (25.00%) VBA
5 5 (20.83%) C#
6 1 (4.17%) JavaScript
Qualifications
1 7 (29.17%) Degree
2 6 (25.00%) PhD
Vendors
1 1 (4.17%) Microsoft
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