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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Physics
Rank 37 70 71
Rank change year-on-year
+33 +1
Permanent jobs citing Physics 69 38 50
As % of all permanent IT jobs located in Cambridge 5.69% 2.72% 2.75%
As % of the Miscellaneous category 10.50% 5.99% 5.75%
Number of salaries quoted 35 37 43
Median salary £28,500 £43,000 £35,000
Median salary % change year-on-year
-33.72% +22.85%
90% offered a salary of more than £27,500 £31,500 £27,500
10% offered a salary of more than £29,400 £65,000 £47,000
UK excluding London median salary £35,000 £37,500 £35,000
% change year-on-year
-6.66% +7.14%
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
657 634 870
As % of all permanent IT jobs located in Cambridge 54.21% 45.35% 47.93%
Number of salaries quoted 506 532 630
Median salary £45,000 £44,500 £40,000
Median salary % change year-on-year
+1.12% +11.25%
90% offered a salary of more than £27,500 £30,000 £27,500
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £42,500 £40,000 £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 31 August 2016.

Physics Salary Histogram in Cambridge

Physics
Top 30 Related IT Skills in Cambridge

For the 6 months to 31 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 Cambridge region with a requirement for Physics.

1 112 (98.25%) Mathematics
2 89 (78.07%) Computer Science
3 80 (70.18%) Degree
4 73 (64.04%) C++
5 72 (63.16%) C#
6 65 (57.02%) C
7 63 (55.26%) Java
8 59 (51.75%) .NET
9 52 (45.61%) Algorithms
10 48 (42.11%) Linux
11 45 (39.47%) ASP.NET
12 40 (35.09%) Python
13 37 (32.46%) PhD
14 28 (24.56%) Software Engineering
15 24 (21.05%) Machine Learning
16 23 (20.18%) Unix
16 23 (20.18%) HTML
17 17 (14.91%) Windows
18 16 (14.04%) CSS
19 14 (12.28%) Analytical Skills
20 12 (10.53%) Ethernet
20 12 (10.53%) TCP/IP
21 11 (9.65%) SQL
21 11 (9.65%) Device Driver
21 11 (9.65%) User Experience
21 11 (9.65%) Low Latency
22 10 (8.77%) Perl
22 10 (8.77%) XML
22 10 (8.77%) Visual Studio
23 8 (7.02%) Shell Script

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 2 (1.75%) Skype for Business
2 1 (0.88%) IIS
Applications
1 1 (0.88%) AutoCAD
1 1 (0.88%) MicroStation
1 1 (0.88%) Pro/ENGINEER
1 1 (0.88%) PTC Creo
1 1 (0.88%) Revit
1 1 (0.88%) Siemens NX
1 1 (0.88%) Solid Edge
1 1 (0.88%) SOLIDWORKS
Cloud Services
1 2 (1.75%) Office 365
Communications & Networking
1 12 (10.53%) Ethernet
1 12 (10.53%) TCP/IP
2 8 (7.02%) Firewall
3 6 (5.26%) Network Security
4 2 (1.75%) DHCP
4 2 (1.75%) DNS
4 2 (1.75%) VPN
4 2 (1.75%) Wi-Fi
5 1 (0.88%) Intelligent Network
Database & Business Intelligence
1 4 (3.51%) Big Data
1 4 (3.51%) DB2
2 1 (0.88%) Relational Database
2 1 (0.88%) SQL Server
Development Applications
1 10 (8.77%) Visual Studio
2 8 (7.02%) Eclipse
3 1 (0.88%) NUnit
3 1 (0.88%) QUnit
3 1 (0.88%) Selenium
3 1 (0.88%) Team Foundation Server
General
1 3 (2.63%) Finance
Job Titles
1 60 (52.63%) Developer
2 46 (40.35%) Software Developer
3 41 (35.96%) Graduate
4 18 (15.79%) Graduate Developer
5 17 (14.91%) Graduate Software Developer
6 16 (14.04%) Software Engineer
7 13 (11.40%) C++ Developer
7 13 (11.40%) C++ Software Developer
7 13 (11.40%) Consultant
7 13 (11.40%) Graduate C++ Developer
7 13 (11.40%) Graduate C++ Software Developer
7 13 (11.40%) Graduate Consultant
7 13 (11.40%) Graduate Technical Consultant
7 13 (11.40%) Technical Consultant
8 10 (8.77%) C Developer
9 8 (7.02%) Linux Developer
10 6 (5.26%) Administrator
10 6 (5.26%) Junior
10 6 (5.26%) Junior Systems Administrator
10 6 (5.26%) Systems Administrator
Libraries, Frameworks & Software Standards
1 59 (51.75%) .NET
2 45 (39.47%) ASP.NET
3 23 (20.18%) HTML
4 16 (14.04%) CSS
5 10 (8.77%) XML
6 8 (7.02%) JDBC
6 8 (7.02%) JSP
6 8 (7.02%) SOAP
7 5 (4.39%) CSS3
7 5 (4.39%) jQuery
8 4 (3.51%) MFC
8 4 (3.51%) Middleware
8 4 (3.51%) STL
9 3 (2.63%) Ajax
9 3 (2.63%) JSON
9 3 (2.63%) REST
9 3 (2.63%) Sass
9 3 (2.63%) Web Services
10 2 (1.75%) Natural Language Processing
10 2 (1.75%) RESTful
Miscellaneous
1 112 (98.25%) Mathematics
2 89 (78.07%) Computer Science
3 52 (45.61%) Algorithms
4 14 (12.28%) Analytical Skills
5 11 (9.65%) Device Driver
5 11 (9.65%) User Experience
6 5 (4.39%) Embedded Systems
7 2 (1.75%) Foreign Exchange (FX)
7 2 (1.75%) Hedge funds
7 2 (1.75%) Statistics
8 1 (0.88%) Client/Server
8 1 (0.88%) Verilog
8 1 (0.88%) VHDL
Operating Systems
1 48 (42.11%) Linux
2 23 (20.18%) Unix
3 17 (14.91%) Windows
4 3 (2.63%) Windows Server
5 2 (1.75%) Apple iOS
5 2 (1.75%) Mac OS X
5 2 (1.75%) Windows 7
5 2 (1.75%) Windows Server 2008
5 2 (1.75%) Windows Server 2012
Processes & Methodologies
1 28 (24.56%) Software Engineering
2 24 (21.05%) Machine Learning
3 11 (9.65%) Low Latency
4 5 (4.39%) Computer Vision
5 4 (3.51%) Presales
6 3 (2.63%) Agile Software Development
6 3 (2.63%) CAD
6 3 (2.63%) Scrum
6 3 (2.63%) SDLC
6 3 (2.63%) Unit Testing
6 3 (2.63%) Wireframes
7 2 (1.75%) Analytics
7 2 (1.75%) ITIL
7 2 (1.75%) Project Management
8 1 (0.88%) Bayesian Methods
8 1 (0.88%) Behavioural Analytics
8 1 (0.88%) Electronic Trading
8 1 (0.88%) Fraud Detection
8 1 (0.88%) MVC
8 1 (0.88%) Time Series Analysis
Programming Languages
1 73 (64.04%) C++
2 72 (63.16%) C#
3 65 (57.02%) C
4 63 (55.26%) Java
5 40 (35.09%) Python
6 11 (9.65%) SQL
7 10 (8.77%) Perl
8 8 (7.02%) Shell Script
9 6 (5.26%) JavaScript
10 5 (4.39%) Embedded C
11 2 (1.75%) R
12 1 (0.88%) Assembly Language
12 1 (0.88%) MATLAB
Qualifications
1 80 (70.18%) Degree
2 37 (32.46%) PhD
3 2 (1.75%) Microsoft Certification
Quality Assurance & Compliance
1 2 (1.75%) SLA
System Software
1 6 (5.26%) Firmware
2 2 (1.75%) Active Directory
2 2 (1.75%) Hyper-V
Systems Management
1 2 (1.75%) Microsoft Data Protection Manager
1 2 (1.75%) SCOrch
Vendors
1 4 (3.51%) Oracle
1 4 (3.51%) Wall Street Systems
2 2 (1.75%) Apple
2 2 (1.75%) Dell
2 2 (1.75%) Microsoft
3 1 (0.88%) Autodesk
3 1 (0.88%) IBM
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