The table below looks at the prevalence of the term Physics in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Physics
North West / Manchester
Rank 190 159 189
Rank change year-on-year
-31 +30
Permanent jobs citing Physics 9 20 3
As % of all permanent IT jobs located in Manchester 0.25% 0.63% 0.076%
As % of the Miscellaneous category 0.57% 1.58% 0.22%
Number of salaries quoted 3 10 3
Median salary £47,000 £52,500 £32,500
Median salary % change year-on-year
-10.47% +61.53%
UK excluding London median salary £39,000 £42,000 £36,250
% change year-on-year
-7.14% +15.86%

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

Miscellaneous Category
Manchester
Permanent IT job ads with a match in the
Miscellaneous category
1577 1269 1360
As % of all permanent IT jobs located in Manchester 42.98% 39.71% 34.61%
Number of salaries quoted 1342 1012 1159
Median salary £41,500 £42,548 £37,500
Median salary % change year-on-year
-2.46% +13.46%
90% offered a salary of more than £28,000 £25,000 £24,500
10% offered a salary of more than £60,500 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in Manchester

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

Physics Jobs Demand Trend in Manchester

Physics
Salary Trend in Manchester

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

Physics Salary Trend in Manchester

Physics
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Physics across the Manchester region over the 3 months to 23 January 2017.

Physics Salary Histogram in Manchester

Physics
Top 30 Related IT Skills in Manchester

For the 6 months to 23 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 Manchester region with a requirement for Physics.

1 25 (89.29%) Mathematics
2 15 (53.57%) Degree
3 12 (42.86%) Machine Learning
4 11 (39.29%) R
4 11 (39.29%) Computer Science
4 11 (39.29%) Python
5 10 (35.71%) Analytics
5 10 (35.71%) SQL
6 9 (32.14%) PhD
6 9 (32.14%) Statistics
6 9 (32.14%) Software Engineering
6 9 (32.14%) Algorithms
7 8 (28.57%) C++
8 7 (25.00%) Data Mining
8 7 (25.00%) Electronics
8 7 (25.00%) Agile Software Development
9 6 (21.43%) Multimedia
9 6 (21.43%) Data Analysis
9 6 (21.43%) C#
9 6 (21.43%) Java
10 5 (17.86%) Windows XP
10 5 (17.86%) Windows
10 5 (17.86%) OO
10 5 (17.86%) OpenGL
10 5 (17.86%) DirectX
10 5 (17.86%) MATLAB
10 5 (17.86%) Games
10 5 (17.86%) Animation
10 5 (17.86%) Big Data
10 5 (17.86%) Content Development

Physics
Top Related IT Skills in Manchester 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 4 (14.29%) Apache Spark
2 2 (7.14%) SAS
Applications
1 4 (14.29%) SPSS
Business Applications
1 1 (3.57%) SAP Oil and Gas
Database & Business Intelligence
1 7 (25.00%) Data Mining
2 5 (17.86%) Big Data
3 4 (14.29%) Hadoop
General
1 7 (25.00%) Electronics
2 6 (21.43%) Multimedia
3 5 (17.86%) Games
4 1 (3.57%) Finance
4 1 (3.57%) Manufacturing
4 1 (3.57%) Marketing
4 1 (3.57%) Telecoms
Job Titles
1 11 (39.29%) Data Scientist
2 9 (32.14%) Software Engineer
3 6 (21.43%) Author
3 6 (21.43%) Senior Technical Author
3 6 (21.43%) Technical Author
4 5 (17.86%) C++ Software Engineer
4 5 (17.86%) Junior
4 5 (17.86%) Junior C++ Software Engineer
4 5 (17.86%) Junior Software Engineer
4 5 (17.86%) Senior C++ Software Engineer
4 5 (17.86%) Senior Software Engineer
5 4 (14.29%) .NET Software Engineer
5 4 (14.29%) C# Software Engineer
6 3 (10.71%) Senior Data Scientist
7 1 (3.57%) Analyst
7 1 (3.57%) Data Analyst
7 1 (3.57%) Head of Analytics
7 1 (3.57%) Head of Data Analytics
Libraries, Frameworks & Software Standards
1 5 (17.86%) DirectX
1 5 (17.86%) OpenGL
2 4 (14.29%) .NET
2 4 (14.29%) ASP.NET
2 4 (14.29%) HTML
3 1 (3.57%) Natural Language Processing
Miscellaneous
1 25 (89.29%) Mathematics
2 11 (39.29%) Computer Science
3 9 (32.14%) Algorithms
3 9 (32.14%) Statistics
4 5 (17.86%) Animation
5 4 (14.29%) Enterprise Software
6 2 (7.14%) Analytical Skills
6 2 (7.14%) Artificial Intelligence
6 2 (7.14%) Visualisation
7 1 (3.57%) Economics
Operating Systems
1 5 (17.86%) Windows
1 5 (17.86%) Windows XP
2 2 (7.14%) Linux
2 2 (7.14%) Unix
Processes & Methodologies
1 12 (42.86%) Machine Learning
2 10 (35.71%) Analytics
3 9 (32.14%) Software Engineering
4 7 (25.00%) Agile Software Development
5 6 (21.43%) Data Analysis
6 5 (17.86%) Content Development
6 5 (17.86%) Game Development
6 5 (17.86%) OO
7 4 (14.29%) Mentoring
7 4 (14.29%) Scrum
8 3 (10.71%) Data Analytics
8 3 (10.71%) Statistical Modelling
9 2 (7.14%) Bioinformatics
9 2 (7.14%) Business Intelligence
9 2 (7.14%) Logistic Regression
9 2 (7.14%) Numerical Analysis
9 2 (7.14%) Performance Testing
9 2 (7.14%) Predictive Modelling
9 2 (7.14%) Time Series Forecasting
9 2 (7.14%) Validation
Programming Languages
1 11 (39.29%) Python
1 11 (39.29%) R
2 10 (35.71%) SQL
3 8 (28.57%) C++
4 6 (21.43%) C#
4 6 (21.43%) Java
5 5 (17.86%) MATLAB
6 4 (14.29%) C
6 4 (14.29%) Perl
6 4 (14.29%) Scala
Qualifications
1 15 (53.57%) Degree
2 9 (32.14%) PhD
Vendors
1 1 (3.57%) SAP
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