The table below looks at the prevalence of the term Physics in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 154 190 184
Rank change year-on-year
+36 -6
Permanent jobs citing Physics 5 1 5
As % of all permanent IT jobs located in Leeds 0.19% 0.029% 0.14%
As % of the Miscellaneous category 0.63% 0.084% 0.42%
Number of salaries quoted 4 1 5
Median salary £35,000 £50,000 £30,000
Median salary % change year-on-year
-30.00% +66.66%
UK excluding London median salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
Physics
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Leeds region.

Miscellaneous Category
Leeds
Permanent IT job ads with a match in the
Miscellaneous category
800 1185 1193
As % of all permanent IT jobs located in Leeds 29.93% 34.94% 33.32%
Number of salaries quoted 680 889 956
Median salary £40,000 £42,500 £41,000
Median salary % change year-on-year
-5.88% +3.65%
90% offered a salary of more than £27,500 £26,500 £27,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds region citing Physics as a proportion of all IT jobs with a match in the Miscellaneous category.

Physics Jobs Demand Trend in Leeds

Physics
Salary Trend in Leeds

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

Physics Salary Trend in Leeds

Physics
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Physics across the Leeds region over the 3 months to 7 December 2016.

Physics Salary Histogram in Leeds

Physics
Top 30 Related IT Skills in Leeds

For the 6 months to 7 December 2016, 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 6 (100.00%) Mathematics
2 5 (83.33%) Computer Science
3 4 (66.67%) Statistics
3 4 (66.67%) SQL
4 3 (50.00%) Kalman Filter
4 3 (50.00%) Time Series Analysis
4 3 (50.00%) Data Structures
4 3 (50.00%) Algorithms
4 3 (50.00%) Statistical Inference
4 3 (50.00%) VBA
4 3 (50.00%) Java
4 3 (50.00%) Python
4 3 (50.00%) MS Excel
4 3 (50.00%) PhD
4 3 (50.00%) Validation
4 3 (50.00%) Statistical Analysis
4 3 (50.00%) Predictive Modelling
4 3 (50.00%) R
4 3 (50.00%) Machine Learning
5 2 (33.33%) Software Engineering
5 2 (33.33%) Degree
5 2 (33.33%) C#
6 1 (16.67%) C++
6 1 (16.67%) JavaScript
6 1 (16.67%) Linux
6 1 (16.67%) OOP
6 1 (16.67%) OO
6 1 (16.67%) Text Mining
6 1 (16.67%) Data Modelling
6 1 (16.67%) Data Mining

Physics
Top Related 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 1 (16.67%) Apache Spark
Applications
1 3 (50.00%) MS Excel
Cloud Services
1 1 (16.67%) Amazon EC2
Database & Business Intelligence
1 1 (16.67%) Big Data
1 1 (16.67%) Data Mining
1 1 (16.67%) Hadoop
1 1 (16.67%) Text Mining
Development Applications
1 1 (16.67%) Selenium
Job Titles
1 4 (66.67%) Data Scientist
2 2 (33.33%) Junior
3 1 (16.67%) Developer
3 1 (16.67%) Graduate
3 1 (16.67%) Graduate Developer
3 1 (16.67%) Graduate Software Developer
3 1 (16.67%) Junior Data Scientist
3 1 (16.67%) Junior Developer
3 1 (16.67%) Junior Software Developer
3 1 (16.67%) Software Developer
3 1 (16.67%) Software Engineer
Miscellaneous
1 6 (100.00%) Mathematics
2 5 (83.33%) Computer Science
3 4 (66.67%) Statistics
4 3 (50.00%) Algorithms
4 3 (50.00%) Data Structures
5 1 (16.67%) Analytical Skills
5 1 (16.67%) Chemistry
Operating Systems
1 1 (16.67%) Linux
Processes & Methodologies
1 3 (50.00%) Kalman Filter
1 3 (50.00%) Machine Learning
1 3 (50.00%) Predictive Modelling
1 3 (50.00%) Statistical Analysis
1 3 (50.00%) Statistical Inference
1 3 (50.00%) Time Series Analysis
1 3 (50.00%) Validation
2 2 (33.33%) Software Engineering
3 1 (16.67%) Data Modelling
3 1 (16.67%) Information Retrieval
3 1 (16.67%) OO
3 1 (16.67%) OOP
3 1 (16.67%) Quantitative Analysis
3 1 (16.67%) Signal Processing
3 1 (16.67%) Time Management
Programming Languages
1 4 (66.67%) SQL
2 3 (50.00%) Java
2 3 (50.00%) Python
2 3 (50.00%) R
2 3 (50.00%) VBA
3 2 (33.33%) C#
4 1 (16.67%) C++
4 1 (16.67%) JavaScript
Qualifications
1 3 (50.00%) PhD
2 2 (33.33%) Degree
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