Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Physics
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 211 232 277
Rank change year-on-year +21 +45 +5
Permanent jobs citing Physics 5 5 5
As % of all permanent IT jobs advertised in Leeds 0.10% 0.092% 0.072%
As % of the Processes & Methodologies category 0.11% 0.10% 0.078%
Number of salaries quoted 5 4 4
Leeds 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 £24,625 £27,000
90th Percentile £46,250 £37,500 £47,800
West Yorkshire median annual salary £37,500 £35,000 £29,000
% change year-on-year +7.14% +20.69% -3.33%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4516 4925 6414
As % of all permanent IT jobs advertised in Leeds 92.28% 90.58% 91.92%
Number of salaries quoted 3791 4218 5098
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,250
West Yorkshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

Physics
Job Vacancy Trend in Leeds

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

Job vacancy trend for Physics in Leeds

Physics
Salary Trend in Leeds

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

Salary trend for Physics in Leeds

Physics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Physics in Leeds over the 6 months to 18 November 2017.

Salary histogram for Physics in Leeds

For the 6 months to 18 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 Leeds 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 Leeds 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