The table below looks at the prevalence of the term Physics in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 35 61 100
Rank change year-on-year
+26 +39
Permanent jobs citing Physics 71 54 22
As % of all permanent IT jobs located in Cambridge 6.66% 3.74% 1.26%
As % of the Miscellaneous category 11.79% 7.20% 2.53%
Number of salaries quoted 46 39 9
Median salary £27,500 £40,000 £32,500
Median salary % change year-on-year
-31.25% +23.07%
UK excluding London median salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
Physics
Cambridgeshire

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

Miscellaneous Category
Cambridge
Permanent IT job ads with a match in the
Miscellaneous category
602 750 869
As % of all permanent IT jobs located in Cambridge 56.47% 51.94% 49.86%
Number of salaries quoted 507 593 623
Median salary £45,000 £40,500 £42,500
Median salary % change year-on-year
+11.11% -4.70%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £67,500 £60,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in Cambridge

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

Physics Jobs Demand Trend in Cambridge

Physics
Salary Trend in Cambridge

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

Physics Salary Trend in Cambridge

Physics
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Physics across the Cambridge region over the 3 months to 8 December 2016.

Physics Salary Histogram in Cambridge

Physics
Top 30 Related IT Skills in Cambridge

For the 6 months to 8 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 Cambridge region with a requirement for Physics.

1 131 (95.62%) Mathematics
2 114 (83.21%) Computer Science
3 100 (72.99%) C++
4 93 (67.88%) Java
5 92 (67.15%) Degree
6 89 (64.96%) C#
7 76 (55.47%) Algorithms
8 72 (52.55%) C
9 71 (51.82%) .NET
10 62 (45.26%) Python
11 58 (42.34%) PhD
12 53 (38.69%) Linux
13 49 (35.77%) Software Engineering
14 45 (32.85%) ASP.NET
15 33 (24.09%) Machine Learning
16 28 (20.44%) Windows
17 22 (16.06%) Unix
18 13 (9.49%) Analytical Skills
19 10 (7.30%) HTML
20 9 (6.57%) Visual Studio
21 8 (5.84%) QA
22 7 (5.11%) User Experience
22 7 (5.11%) SQL
22 7 (5.11%) MATLAB
23 6 (4.38%) Pharmaceutical
23 6 (4.38%) CAD
23 6 (4.38%) TCP/IP
23 6 (4.38%) XML
24 5 (3.65%) OOP
24 5 (3.65%) OO

Physics
Top Related IT Skills in Cambridge 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 (0.73%) Apache Spark
1 1 (0.73%) SAS
Applications
1 1 (0.73%) SPSS
Cloud Services
1 1 (0.73%) Cloud Computing
Communications & Networking
1 6 (4.38%) TCP/IP
2 3 (2.19%) Ethernet
3 2 (1.46%) BGP
3 2 (1.46%) Firewall
3 2 (1.46%) Internet
3 2 (1.46%) MPLS
3 2 (1.46%) Network Security
3 2 (1.46%) Telepresence
3 2 (1.46%) VPN
Database & Business Intelligence
1 2 (1.46%) DB2
2 1 (0.73%) BusinessObjects
2 1 (0.73%) Lumira
2 1 (0.73%) MS Access
2 1 (0.73%) Oracle BI EE
2 1 (0.73%) Spotfire
Development Applications
1 9 (6.57%) Visual Studio
2 3 (2.19%) Eclipse
3 1 (0.73%) Oracle APEX
General
1 6 (4.38%) Pharmaceutical
2 4 (2.92%) Aerospace
3 1 (0.73%) Electronics
3 1 (0.73%) Marketing
3 1 (0.73%) Multimedia
Job Titles
1 60 (43.80%) Developer
2 59 (43.07%) Graduate
3 56 (40.88%) Software Developer
4 37 (27.01%) Software Engineer
5 26 (18.98%) Graduate Developer
5 26 (18.98%) Graduate Software Developer
6 20 (14.60%) C++ Developer
6 20 (14.60%) C++ Software Developer
7 18 (13.14%) Graduate C++ Developer
7 18 (13.14%) Graduate C++ Software Developer
8 17 (12.41%) Java Engineer
8 17 (12.41%) Java Software Engineer
9 16 (11.68%) Consultant
9 16 (11.68%) Graduate Consultant
9 16 (11.68%) Graduate Technical Consultant
9 16 (11.68%) Technical Consultant
10 11 (8.03%) C++ Software Engineer
11 8 (5.84%) Graduate Software Engineer
12 7 (5.11%) Graduate Java Engineer
12 7 (5.11%) IT Consultant
Libraries, Frameworks & Software Standards
1 71 (51.82%) .NET
2 45 (32.85%) ASP.NET
3 10 (7.30%) HTML
4 6 (4.38%) XML
5 5 (3.65%) CSS
6 4 (2.92%) J2EE
7 3 (2.19%) JDBC
7 3 (2.19%) JSP
7 3 (2.19%) MFC
7 3 (2.19%) SOAP
7 3 (2.19%) STL
8 2 (1.46%) Android SDK
8 2 (1.46%) J2ME
8 2 (1.46%) SAML
9 1 (0.73%) Middleware
9 1 (0.73%) Natural Language Processing
9 1 (0.73%) OpenGL
Miscellaneous
1 131 (95.62%) Mathematics
2 114 (83.21%) Computer Science
3 76 (55.47%) Algorithms
4 13 (9.49%) Analytical Skills
5 7 (5.11%) User Experience
6 2 (1.46%) Artificial Intelligence
6 2 (1.46%) Augmented Reality
6 2 (1.46%) Blackberry
6 2 (1.46%) iPhone
6 2 (1.46%) Video Conferencing
7 1 (0.73%) Device Driver
7 1 (0.73%) Embedded Systems
7 1 (0.73%) Statistics
7 1 (0.73%) Visualisation
Operating Systems
1 53 (38.69%) Linux
2 28 (20.44%) Windows
3 22 (16.06%) Unix
4 2 (1.46%) Android
Processes & Methodologies
1 49 (35.77%) Software Engineering
2 33 (24.09%) Machine Learning
3 6 (4.38%) CAD
4 5 (3.65%) OO
4 5 (3.65%) OOP
5 4 (2.92%) Business Development
5 4 (2.92%) Presales
6 3 (2.19%) Computer Vision
6 3 (2.19%) Image Processing
6 3 (2.19%) Low Latency
6 3 (2.19%) Prototyping
6 3 (2.19%) SDLC
7 2 (1.46%) Analytics
7 2 (1.46%) Android Development
7 2 (1.46%) Data Protection
7 2 (1.46%) OOD
7 2 (1.46%) Service Delivery
8 1 (0.73%) Business Intelligence
8 1 (0.73%) ETL
8 1 (0.73%) Project Management
Programming Languages
1 100 (72.99%) C++
2 93 (67.88%) Java
3 89 (64.96%) C#
4 72 (52.55%) C
5 62 (45.26%) Python
6 7 (5.11%) MATLAB
6 7 (5.11%) SQL
7 5 (3.65%) Perl
8 3 (2.19%) Embedded C
8 3 (2.19%) R
8 3 (2.19%) Shell Script
9 2 (1.46%) VBA
10 1 (0.73%) Embedded C++
10 1 (0.73%) JavaScript
10 1 (0.73%) PL/SQL
Qualifications
1 92 (67.15%) Degree
2 58 (42.34%) PhD
Quality Assurance & Compliance
1 8 (5.84%) QA
System Software
1 3 (2.19%) Firmware
2 2 (1.46%) Shibboleth
Vendors
1 3 (2.19%) Oracle
2 1 (0.73%) Minitab
2 1 (0.73%) Wall Street Systems
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