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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Physics
Rank 148 - 177
Rank change year-on-year
- 0
Permanent jobs citing Physics 10 0 4
As % of all permanent IT jobs located in Leeds 0.38% - 0.12%
As % of the Miscellaneous category 1.29% - 0.35%
Number of salaries quoted 7 0 4
Median salary £35,000 - £30,000
UK excluding London median salary £37,500 £42,500 £35,000
% change year-on-year
-11.76% +21.42%

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
777 1061 1155
As % of all permanent IT jobs located in Leeds 29.51% 32.95% 35.36%
Number of salaries quoted 662 838 925
Median salary £40,000 £42,500 £40,500
Median salary % change year-on-year
-5.88% +4.93%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £60,000 £57,500 £65,000
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 16 January 2017.

Physics Salary Histogram in Leeds

Physics
Top 30 Related IT Skills in Leeds

For the 6 months to 16 January 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 10 (100.00%) Mathematics
1 10 (100.00%) Computer Science
2 5 (50.00%) R
2 5 (50.00%) Machine Learning
2 5 (50.00%) Predictive Modelling
2 5 (50.00%) Kalman Filter
2 5 (50.00%) Time Series Analysis
2 5 (50.00%) Data Structures
2 5 (50.00%) Algorithms
2 5 (50.00%) Statistical Inference
2 5 (50.00%) Statistical Analysis
2 5 (50.00%) Statistics
2 5 (50.00%) SQL
2 5 (50.00%) VBA
2 5 (50.00%) Python
2 5 (50.00%) MS Excel
2 5 (50.00%) PhD
2 5 (50.00%) Validation
3 4 (40.00%) Java
4 3 (30.00%) OO
4 3 (30.00%) Software Engineering
4 3 (30.00%) Analytical Skills
4 3 (30.00%) Degree
5 2 (20.00%) Big Data
5 2 (20.00%) Quantitative Analysis
5 2 (20.00%) Time Management
5 2 (20.00%) Data Modelling
6 1 (10.00%) Data Mining
6 1 (10.00%) Agile Software Development
6 1 (10.00%) Text 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 (10.00%) Apache Spark
Applications
1 5 (50.00%) MS Excel
Cloud Services
1 1 (10.00%) Amazon EC2
Database & Business Intelligence
1 2 (20.00%) Big Data
2 1 (10.00%) Data Mining
2 1 (10.00%) Hadoop
2 1 (10.00%) Text Mining
Development Applications
1 1 (10.00%) GitLab
1 1 (10.00%) TeamCity
General
1 1 (10.00%) Marketing
Job Titles
1 6 (60.00%) Data Scientist
2 2 (20.00%) Analyst
2 2 (20.00%) Junior
2 2 (20.00%) Junior Data Scientist
2 2 (20.00%) Software Engineer
3 1 (10.00%) Data Analyst
3 1 (10.00%) Graduate
3 1 (10.00%) Junior Analyst
3 1 (10.00%) Junior Data Analyst
3 1 (10.00%) Qualitative Analyst
3 1 (10.00%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 1 (10.00%) .NET
Miscellaneous
1 10 (100.00%) Computer Science
1 10 (100.00%) Mathematics
2 5 (50.00%) Algorithms
2 5 (50.00%) Data Structures
2 5 (50.00%) Statistics
3 3 (30.00%) Analytical Skills
Processes & Methodologies
1 5 (50.00%) Kalman Filter
1 5 (50.00%) Machine Learning
1 5 (50.00%) Predictive Modelling
1 5 (50.00%) Statistical Analysis
1 5 (50.00%) Statistical Inference
1 5 (50.00%) Time Series Analysis
1 5 (50.00%) Validation
2 3 (30.00%) OO
2 3 (30.00%) Software Engineering
3 2 (20.00%) Data Modelling
3 2 (20.00%) Quantitative Analysis
3 2 (20.00%) Time Management
4 1 (10.00%) Agile Software Development
4 1 (10.00%) Continuous Integration
4 1 (10.00%) Digital Marketing
4 1 (10.00%) Information Retrieval
4 1 (10.00%) Refactoring
4 1 (10.00%) Signal Processing
4 1 (10.00%) Unit Testing
4 1 (10.00%) Web Development
Programming Languages
1 5 (50.00%) Python
1 5 (50.00%) R
1 5 (50.00%) SQL
1 5 (50.00%) VBA
2 4 (40.00%) Java
3 1 (10.00%) C#
3 1 (10.00%) C++
Qualifications
1 5 (50.00%) PhD
2 3 (30.00%) Degree
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