The table below looks at the prevalence of the term Physics in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Physics
Rank 236 253 233
Rank change year-on-year
+17 -20
Permanent jobs citing Physics 12 7 32
As % of all permanent IT jobs located in the North West 0.20% 0.11% 0.43%
As % of the Miscellaneous category 0.50% 0.29% 1.23%
Number of salaries quoted 11 6 20
Median salary £35,000 £32,250 £35,000
Median salary % change year-on-year
+8.52% -7.85%
UK excluding London median salary £35,000 £37,500 £35,000
% change year-on-year
-6.66% +7.14%
Physics
England

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

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2405 2401 2610
As % of all permanent IT jobs located in the North West 39.25% 36.48% 35.02%
Number of salaries quoted 2027 1912 1999
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £25,000 £24,000 £25,000
10% offered a salary of more than £57,500 £57,500 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Physics
Jobs Demand Trend in the North West

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

Physics Jobs Demand Trend in the North West

Physics
Salary Trend in the North West

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

Physics Salary Trend in the North West

Physics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Physics across the North West region over the 3 months to 29 August 2016.

Physics Salary Histogram in the North West

Physics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the North West region over the 3 months to 29 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -3 7 £33,750 +14.40% 2
Cheshire +35 4 £32,500 -7.14% 1
Physics
England

Physics
Top 30 Related IT Skills in the North West

For the 6 months to 29 August 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 North West region with a requirement for Physics.

1 24 (88.89%) Mathematics
2 23 (85.19%) Degree
3 20 (74.07%) Computer Science
4 15 (55.56%) Software Engineering
5 10 (37.04%) Java
6 9 (33.33%) SQL
7 8 (29.63%) OO
7 8 (29.63%) PhD
8 7 (25.93%) Project Management
8 7 (25.93%) C#
8 7 (25.93%) Economics
8 7 (25.93%) Operations Research
8 7 (25.93%) Retail
8 7 (25.93%) Business Analysis
8 7 (25.93%) Local Government
8 7 (25.93%) Finance
8 7 (25.93%) Python
8 7 (25.93%) Agile Software Development
8 7 (25.93%) Psychology
8 7 (25.93%) Algorithms
9 6 (22.22%) Machine Learning
9 6 (22.22%) Data Analysis
9 6 (22.22%) C
9 6 (22.22%) HTML
9 6 (22.22%) .NET
10 5 (18.52%) SQL Server
10 5 (18.52%) Data Modelling
10 5 (18.52%) Big Data
10 5 (18.52%) Statistical Modelling
10 5 (18.52%) Analytics

Physics
Top Related IT Skills in the North West 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 2 (7.41%) Apache Spark
Applications
1 2 (7.41%) SPSS
Database & Business Intelligence
1 5 (18.52%) Big Data
1 5 (18.52%) SQL Server
2 4 (14.81%) Data Mining
2 4 (14.81%) MySQL
3 3 (11.11%) Data Warehouse
4 2 (7.41%) Hadoop
4 2 (7.41%) Relational Database
5 1 (3.70%) SQL Server 2012
5 1 (3.70%) SQL Server 2014
Development Applications
1 4 (14.81%) Git (software)
1 4 (14.81%) Gradle
1 4 (14.81%) JUnit
1 4 (14.81%) Maven
1 4 (14.81%) Mercurial
1 4 (14.81%) TestNG
2 2 (7.41%) Oracle APEX
General
1 7 (25.93%) Finance
1 7 (25.93%) Local Government
1 7 (25.93%) Retail
2 4 (14.81%) Games
3 3 (11.11%) Marketing
4 2 (7.41%) Advertising
Job Titles
1 8 (29.63%) Software Engineer
2 7 (25.93%) Analyst
2 7 (25.93%) Data Scientist
2 7 (25.93%) Graduate
2 7 (25.93%) Graduate Analyst
2 7 (25.93%) Graduate Test Analyst
2 7 (25.93%) Junior
2 7 (25.93%) Junior Analyst
2 7 (25.93%) Junior Test Analyst
2 7 (25.93%) Test Analyst
3 5 (18.52%) Developer
4 4 (14.81%) Games Engineer
4 4 (14.81%) Java Developer
5 3 (11.11%) C# Software Engineer
6 2 (7.41%) .NET Software Engineer
6 2 (7.41%) Development Engineer
6 2 (7.41%) Java Engineer
6 2 (7.41%) Java Software Engineer
6 2 (7.41%) Senior Data Scientist
6 2 (7.41%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 6 (22.22%) .NET
1 6 (22.22%) HTML
2 4 (14.81%) CSS
2 4 (14.81%) DirectX
2 4 (14.81%) JavaFX
2 4 (14.81%) OpenGL
2 4 (14.81%) Swing
3 2 (7.41%) ASP.NET
Miscellaneous
1 24 (88.89%) Mathematics
2 20 (74.07%) Computer Science
3 7 (25.93%) Algorithms
3 7 (25.93%) Economics
3 7 (25.93%) Psychology
4 4 (14.81%) 3D Graphics
4 4 (14.81%) Animation
5 3 (11.11%) Credit Risk
5 3 (11.11%) Statistics
6 2 (7.41%) Analytical Skills
6 2 (7.41%) Enterprise Software
6 2 (7.41%) Robotics
Operating Systems
1 4 (14.81%) Android
Processes & Methodologies
1 15 (55.56%) Software Engineering
2 8 (29.63%) OO
3 7 (25.93%) Agile Software Development
3 7 (25.93%) Business Analysis
3 7 (25.93%) Operations Research
3 7 (25.93%) Project Management
4 6 (22.22%) Data Analysis
4 6 (22.22%) Machine Learning
5 5 (18.52%) Analytics
5 5 (18.52%) Data Modelling
5 5 (18.52%) Statistical Modelling
6 4 (14.81%) Android Development
6 4 (14.81%) Game Development
6 4 (14.81%) OOD
6 4 (14.81%) TDD
7 3 (11.11%) Business Intelligence
7 3 (11.11%) Web Analytics
8 2 (7.41%) Display Advertising
8 2 (7.41%) Mentoring
8 2 (7.41%) Product Management
Programming Languages
1 10 (37.04%) Java
2 9 (33.33%) SQL
3 7 (25.93%) C#
3 7 (25.93%) Python
4 6 (22.22%) C
5 5 (18.52%) R
6 4 (14.81%) C++
6 4 (14.81%) JavaScript
7 2 (7.41%) MATLAB
7 2 (7.41%) Perl
7 2 (7.41%) PL/SQL
7 2 (7.41%) Scala
Qualifications
1 23 (85.19%) Degree
2 8 (29.63%) PhD
Vendors
1 2 (7.41%) Oracle
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