Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Physics
Yorkshire > West Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 247 275 304
Rank change year-on-year +28 +29 -1
Permanent jobs citing Physics 5 8 4
As % of all permanent IT jobs advertised in West Yorkshire 0.073% 0.10% 0.044%
As % of the Processes & Methodologies category 0.080% 0.11% 0.048%
Number of salaries quoted 5 7 4
West Yorkshire median annual salary £37,500 £35,000 £29,000
Median salary % change year-on-year +7.14% +20.69% -3.33%
10th Percentile £23,350 £25,900 £20,350
90th Percentile £46,250 £37,500 £47,800
Yorkshire median annual salary £32,500 £35,000 £24,750
% change year-on-year -7.14% +41.41% -17.50%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6261 7000 8314
As % of all permanent IT jobs advertised in West Yorkshire 91.45% 91.15% 91.06%
Number of salaries quoted 5259 6002 6661
West Yorkshire median annual salary £43,000 £42,500 £42,000
Median salary % change year-on-year +1.18% +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Physics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Physics in West Yorkshire

Physics
Salary Trend in West Yorkshire

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

Salary trend for Physics in West Yorkshire

Physics
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Physics in West Yorkshire over the 6 months to 22 November 2017.

Salary histogram for Physics in West Yorkshire

Physics
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the West Yorkshire region over the 6 months to 22 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
Leeds +25 5 £37,500 +7.14% 1
Physics
Yorkshire

For the 6 months to 22 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 West Yorkshire region with a requirement for Physics.

1 5 (100.00%) Mathematics
2 3 (60.00%) Data Analysis
2 3 (60.00%) SQL
2 3 (60.00%) SAS
3 2 (40.00%) Finance
3 2 (40.00%) Python
3 2 (40.00%) Microsoft Excel
3 2 (40.00%) Data Management
3 2 (40.00%) T-SQL
3 2 (40.00%) Microsoft Office
3 2 (40.00%) Economics
3 2 (40.00%) SAS Enterprise Guide
3 2 (40.00%) SAS Enterprise Miner
3 2 (40.00%) Visualisation
3 2 (40.00%) Degree
3 2 (40.00%) Data Visualisation
3 2 (40.00%) Machine Learning
3 2 (40.00%) Analytics
3 2 (40.00%) Deep Learning
3 2 (40.00%) Coaching
3 2 (40.00%) Analytical Skills
3 2 (40.00%) Algorithms
4 1 (20.00%) Continuous Delivery
4 1 (20.00%) TensorFlow
4 1 (20.00%) Theano
4 1 (20.00%) Convolutional Neural Network
4 1 (20.00%) Keras
4 1 (20.00%) Torch
4 1 (20.00%) Numerate Degree
4 1 (20.00%) Computer Science Degree

Physics
Co-occurring IT Skills in West 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 (60.00%) SAS
Applications
1 2 (40.00%) Microsoft Excel
1 2 (40.00%) Microsoft Office
2 1 (20.00%) SPSS
Database & Business Intelligence
1 2 (40.00%) SAS Enterprise Guide
1 2 (40.00%) SAS Enterprise Miner
Development Applications
1 1 (20.00%) JIRA
1 1 (20.00%) Selenium
1 1 (20.00%) WebDriver
General
1 2 (40.00%) Finance
Job Titles
1 3 (60.00%) Analyst
2 2 (40.00%) Pricing Analyst
2 2 (40.00%) Senior Analyst
2 2 (40.00%) Senior Pricing Analyst
3 1 (20.00%) Data Analyst
3 1 (20.00%) Data Engineer
3 1 (20.00%) Data Scientist
3 1 (20.00%) Graduate
3 1 (20.00%) Graduate Test Engineer
3 1 (20.00%) Junior
3 1 (20.00%) Junior Test Engineer
3 1 (20.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 1 (20.00%) CSS
1 1 (20.00%) HTML
1 1 (20.00%) Keras
1 1 (20.00%) NumPy
1 1 (20.00%) TensorFlow
1 1 (20.00%) Theano
1 1 (20.00%) Torch
1 1 (20.00%) XML
Miscellaneous
1 2 (40.00%) Algorithms
1 2 (40.00%) Analytical Skills
2 1 (20.00%) Computer Science
Processes & Methodologies
1 5 (100.00%) Mathematics
2 3 (60.00%) Data Analysis
3 2 (40.00%) Analytics
3 2 (40.00%) Coaching
3 2 (40.00%) Data Management
3 2 (40.00%) Data Visualisation
3 2 (40.00%) Deep Learning
3 2 (40.00%) Economics
3 2 (40.00%) Machine Learning
3 2 (40.00%) Visualisation
4 1 (20.00%) Artificial Intelligence
4 1 (20.00%) Chemistry
4 1 (20.00%) Continuous Delivery
4 1 (20.00%) Convolutional Neural Network
4 1 (20.00%) Manual Testing
4 1 (20.00%) Neural Network
4 1 (20.00%) Predictive Analytics
4 1 (20.00%) Statistical Modelling
4 1 (20.00%) Test Automation
4 1 (20.00%) Time Management
Programming Languages
1 3 (60.00%) SQL
2 2 (40.00%) Python
2 2 (40.00%) T-SQL
3 1 (20.00%) R
Qualifications
1 2 (40.00%) Degree
2 1 (20.00%) Computer Science Degree
2 1 (20.00%) Numerate Degree
2 1 (20.00%) PhD
Vendors
1 1 (20.00%) Google
1 1 (20.00%) Twitter