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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 184 167 189
Rank change year-on-year
-17 +22
Permanent jobs citing Physics 16 19 8
As % of all permanent IT jobs located in Manchester 0.42% 0.53% 0.19%
As % of the Miscellaneous category 1.03% 1.45% 0.57%
Number of salaries quoted 14 6 8
Median salary £47,000 £43,750 £35,000
Median salary % change year-on-year
+7.42% +25.00%
UK excluding London median salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
Physics
North West

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
1559 1314 1415
As % of all permanent IT jobs located in Manchester 40.92% 36.72% 33.72%
Number of salaries quoted 1366 1042 1179
Median salary £42,500 £41,500 £37,500
Median salary % change year-on-year
+2.40% +10.66%
90% offered a salary of more than £28,500 £25,500 £24,000
10% offered a salary of more than £65,000 £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 6 December 2016.

Physics Salary Histogram in Manchester

Physics
Top 30 Related IT Skills in Manchester

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

1 22 (91.67%) Mathematics
2 13 (54.17%) Machine Learning
3 12 (50.00%) SQL
3 12 (50.00%) Python
4 11 (45.83%) Algorithms
5 10 (41.67%) R
5 10 (41.67%) Degree
5 10 (41.67%) PhD
6 9 (37.50%) Data Mining
6 9 (37.50%) Analytics
7 8 (33.33%) Statistics
7 8 (33.33%) Java
7 8 (33.33%) Data Analysis
8 7 (29.17%) Agile Software Development
9 6 (25.00%) Multimedia
9 6 (25.00%) Electronics
9 6 (25.00%) C#
9 6 (25.00%) Computer Science
10 5 (20.83%) Statistical Modelling
11 4 (16.67%) Mentoring
11 4 (16.67%) Analytical Skills
11 4 (16.67%) Apache Spark
11 4 (16.67%) Enterprise Software
11 4 (16.67%) Big Data
11 4 (16.67%) Scala
11 4 (16.67%) Hadoop
11 4 (16.67%) C
11 4 (16.67%) HTML
11 4 (16.67%) .NET
11 4 (16.67%) ASP.NET

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 (16.67%) Apache Spark
2 2 (8.33%) SAS
Applications
1 4 (16.67%) SPSS
Database & Business Intelligence
1 9 (37.50%) Data Mining
2 4 (16.67%) Big Data
2 4 (16.67%) Hadoop
3 2 (8.33%) Relational Database
General
1 6 (25.00%) Electronics
1 6 (25.00%) Multimedia
2 2 (8.33%) Advertising
Job Titles
1 12 (50.00%) Data Scientist
2 6 (25.00%) Author
2 6 (25.00%) Senior Technical Author
2 6 (25.00%) Technical Author
3 4 (16.67%) .NET Software Engineer
3 4 (16.67%) C# Software Engineer
3 4 (16.67%) Software Engineer
4 3 (12.50%) Senior Data Scientist
5 1 (4.17%) Analyst
5 1 (4.17%) Data Analyst
5 1 (4.17%) Head of Analytics
5 1 (4.17%) Head of Data Analytics
Libraries, Frameworks & Software Standards
1 4 (16.67%) .NET
1 4 (16.67%) ASP.NET
1 4 (16.67%) HTML
2 1 (4.17%) Natural Language Processing
Miscellaneous
1 22 (91.67%) Mathematics
2 11 (45.83%) Algorithms
3 8 (33.33%) Statistics
4 6 (25.00%) Computer Science
5 4 (16.67%) Analytical Skills
5 4 (16.67%) Enterprise Software
6 2 (8.33%) Artificial Intelligence
6 2 (8.33%) Visualisation
7 1 (4.17%) Economics
Operating Systems
1 2 (8.33%) Linux
1 2 (8.33%) Unix
Processes & Methodologies
1 13 (54.17%) Machine Learning
2 9 (37.50%) Analytics
3 8 (33.33%) Data Analysis
4 7 (29.17%) Agile Software Development
5 5 (20.83%) Statistical Modelling
6 4 (16.67%) Bioinformatics
6 4 (16.67%) Mentoring
6 4 (16.67%) Scrum
6 4 (16.67%) Software Engineering
7 3 (12.50%) Data Analytics
8 2 (8.33%) Creative Problem-Solving
8 2 (8.33%) Display Advertising
8 2 (8.33%) Econometrics
8 2 (8.33%) Logistic Regression
8 2 (8.33%) Numerical Analysis
8 2 (8.33%) Performance Testing
8 2 (8.33%) Predictive Modelling
8 2 (8.33%) Product Management
8 2 (8.33%) Statistical Analysis
8 2 (8.33%) Time Series Forecasting
Programming Languages
1 12 (50.00%) Python
1 12 (50.00%) SQL
2 10 (41.67%) R
3 8 (33.33%) Java
4 6 (25.00%) C#
5 4 (16.67%) C
5 4 (16.67%) MATLAB
5 4 (16.67%) Perl
5 4 (16.67%) Scala
6 2 (8.33%) C++
Qualifications
1 10 (41.67%) Degree
1 10 (41.67%) PhD
Oldham, Lancashire
2M Employment Solutions
Salary: bonus and benefits
Posted: 21 hours ago
Manchester, Lancashire
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £35,000 to £40,000 per annum
Posted: 4 days ago
Oldham
2M Employment Solutions
Posted: 21 days ago