Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Physics
England > Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 303 324 348
Rank change year-on-year +21 +24 +29
Permanent jobs citing Physics 10 14 18
As % of all permanent IT jobs advertised in Yorkshire 0.10% 0.13% 0.14%
As % of the Processes & Methodologies category 0.11% 0.14% 0.15%
Number of salaries quoted 10 14 17
Yorkshire median annual salary £35,000 £35,000 £27,000
Median salary % change year-on-year - +29.63% -10.00%
10th Percentile £22,225 £19,325 £19,300
90th Percentile £46,250 £50,500 £52,500
England median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% -

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

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8833 10012 11948
As % of all permanent IT jobs advertised in Yorkshire 90.08% 89.48% 90.15%
Number of salaries quoted 7387 8424 9728
Yorkshire median annual salary £42,500 £41,750 £40,000
Median salary % change year-on-year +1.80% +4.38% +1.27%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Physics
Job Vacancy Trend in Yorkshire

Job postings citing Physics as a percentage of all IT jobs advertised in Yorkshire.

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 6 months to 17 November 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +14 5 £37,500 +7.14% 1
North Yorkshire - 3 £40,000 -
South Yorkshire +8 2 £27,000 -42.55%
Physics
England

For the 6 months to 17 November 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 9 (90.00%) Mathematics
2 5 (50.00%) SQL
3 3 (30.00%) Java
3 3 (30.00%) Python
3 3 (30.00%) SAS
3 3 (30.00%) Data Analysis
3 3 (30.00%) Degree
3 3 (30.00%) Computer Science
3 3 (30.00%) Analytical Skills
4 2 (20.00%) Algorithms
4 2 (20.00%) SAS Enterprise Guide
4 2 (20.00%) SAS Enterprise Miner
4 2 (20.00%) Software Engineering
4 2 (20.00%) Economics
4 2 (20.00%) Microsoft Excel
4 2 (20.00%) Microsoft Office
4 2 (20.00%) C++
4 2 (20.00%) T-SQL
4 2 (20.00%) Data Management
4 2 (20.00%) Finance
4 2 (20.00%) Data Visualisation
4 2 (20.00%) Visualisation
4 2 (20.00%) Machine Learning
4 2 (20.00%) Analytics
4 2 (20.00%) Deep Learning
4 2 (20.00%) Coaching
5 1 (10.00%) Twitter
5 1 (10.00%) Statistical Modelling
5 1 (10.00%) WebDriver
5 1 (10.00%) NumPy

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 3 (30.00%) SAS
Applications
1 2 (20.00%) Microsoft Excel
1 2 (20.00%) Microsoft Office
2 1 (10.00%) SPSS
Database & Business Intelligence
1 2 (20.00%) SAS Enterprise Guide
1 2 (20.00%) SAS Enterprise Miner
2 1 (10.00%) MySQL
Development Applications
1 1 (10.00%) JIRA
1 1 (10.00%) Selenium
1 1 (10.00%) WebDriver
General
1 2 (20.00%) Finance
2 1 (10.00%) Electronics
Job Titles
1 5 (50.00%) Analyst
2 3 (30.00%) Graduate
3 2 (20.00%) Developer
3 2 (20.00%) Junior
3 2 (20.00%) Pricing Analyst
3 2 (20.00%) Senior Analyst
3 2 (20.00%) Senior Pricing Analyst
3 2 (20.00%) Software Developer
4 1 (10.00%) Applications Support Analyst
4 1 (10.00%) C++ Developer
4 1 (10.00%) C++ Software Developer
4 1 (10.00%) Data Analyst
4 1 (10.00%) Data Scientist
4 1 (10.00%) DBA
4 1 (10.00%) Junior DBA
4 1 (10.00%) Junior Test Engineer
4 1 (10.00%) Software Analyst
4 1 (10.00%) Software Engineer
4 1 (10.00%) Test Engineer
4 1 (10.00%) Trainee
Libraries, Frameworks & Software Standards
1 1 (10.00%) CSS
1 1 (10.00%) HTML
1 1 (10.00%) Keras
1 1 (10.00%) NumPy
1 1 (10.00%) Qt
1 1 (10.00%) TensorFlow
1 1 (10.00%) Theano
1 1 (10.00%) Torch
1 1 (10.00%) XML
Miscellaneous
1 3 (30.00%) Analytical Skills
1 3 (30.00%) Computer Science
2 2 (20.00%) Algorithms
Operating Systems
1 1 (10.00%) Windows
Processes & Methodologies
1 9 (90.00%) Mathematics
2 3 (30.00%) Data Analysis
3 2 (20.00%) Analytics
3 2 (20.00%) Coaching
3 2 (20.00%) Data Management
3 2 (20.00%) Data Visualisation
3 2 (20.00%) Deep Learning
3 2 (20.00%) Economics
3 2 (20.00%) Machine Learning
3 2 (20.00%) Software Engineering
3 2 (20.00%) Visualisation
4 1 (10.00%) Artificial Intelligence
4 1 (10.00%) Chemistry
4 1 (10.00%) Continuous Delivery
4 1 (10.00%) Convolutional Neural Network
4 1 (10.00%) Manual Testing
4 1 (10.00%) Neural Network
4 1 (10.00%) Statistical Modelling
4 1 (10.00%) Test Automation
4 1 (10.00%) Time Management
Programming Languages
1 5 (50.00%) SQL
2 3 (30.00%) Java
2 3 (30.00%) Python
3 2 (20.00%) C++
3 2 (20.00%) T-SQL
4 1 (10.00%) C#
4 1 (10.00%) R
Qualifications
1 3 (30.00%) Degree
2 1 (10.00%) Computer Science Degree
2 1 (10.00%) Numerate Degree
2 1 (10.00%) PhD
Vendors
1 1 (10.00%) Google
1 1 (10.00%) Oracle
1 1 (10.00%) Twitter