The table below looks at the statistics for Physics skills 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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Physics
Cambridgeshire / Cambridge
Rank 23 65 91
Rank change year-on-year
+42 +26
Permanent jobs citing Physics 112 54 25
As % of all permanent IT jobs located in Cambridge 9.44% 3.59% 1.57%
As % of the Processes & Methodologies category 10.48% 3.97% 1.84%
Number of salaries quoted 64 24 18
Median salary £30,000 £37,500 £34,500
Median salary % change year-on-year
-20.00% +8.69%
90% offered a salary of more than £27,500 £34,000 £28,500
10% offered a salary of more than £62,500 £67,000 £40,000
UK excluding London median salary £40,000 £42,500 £37,500
% change year-on-year
-5.88% +13.33%

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

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
1069 1359 1358
As % of all permanent IT jobs located in Cambridge 90.13% 90.24% 85.09%
Number of salaries quoted 877 1033 1076
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £67,500 £56,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 22 February 2017.

Physics Salary Histogram in Cambridge

Physics
Top 30 Related IT Skills in Cambridge

For the 6 months to 22 February 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 Cambridge region with a requirement for Physics.

1 168 (93.33%) Mathematics
2 143 (79.44%) Computer Science
3 128 (71.11%) C++
4 113 (62.78%) Java
5 107 (59.44%) Python
6 97 (53.89%) Degree
7 90 (50.00%) C#
8 84 (46.67%) Software Engineering
9 80 (44.44%) PhD
10 73 (40.56%) Algorithms
11 68 (37.78%) C
12 59 (32.78%) .NET
13 55 (30.56%) Linux
13 55 (30.56%) Machine Learning
14 34 (18.89%) ASP.NET
15 31 (17.22%) MATLAB
16 30 (16.67%) Windows
17 17 (9.44%) Pharmaceutical
18 16 (8.89%) Unix
19 15 (8.33%) Analytical Skills
20 13 (7.22%) QA
21 12 (6.67%) OOP
21 12 (6.67%) OO
22 10 (5.56%) Image Processing
22 10 (5.56%) Embedded C
23 9 (5.00%) TCP/IP
23 9 (5.00%) CAD
23 9 (5.00%) J2EE
23 9 (5.00%) Visual Studio
23 9 (5.00%) Aerospace

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 5 (2.78%) Moodle
2 4 (2.22%) Apache Spark
3 2 (1.11%) SAS
Applications
1 5 (2.78%) Camtasia
1 5 (2.78%) MS Excel
1 5 (2.78%) MS Office
1 5 (2.78%) MS PowerPoint
1 5 (2.78%) MS Visio
1 5 (2.78%) Snagit
2 2 (1.11%) SPSS
Cloud Services
1 1 (0.56%) Cloud Computing
Communications & Networking
1 9 (5.00%) TCP/IP
2 4 (2.22%) Ethernet
3 3 (1.67%) Internet
4 2 (1.11%) BGP
4 2 (1.11%) Bluetooth
4 2 (1.11%) MPLS
4 2 (1.11%) Telepresence
4 2 (1.11%) VPN
4 2 (1.11%) Wi-Fi
4 2 (1.11%) ZigBee
5 1 (0.56%) 3G
5 1 (0.56%) 4G
5 1 (0.56%) GSM
Database & Business Intelligence
1 4 (2.22%) BusinessObjects
1 4 (2.22%) Lumira
1 4 (2.22%) Oracle BI EE
1 4 (2.22%) Spotfire
2 2 (1.11%) MS Access
Development Applications
1 9 (5.00%) Visual Studio
2 4 (2.22%) Oracle APEX
General
1 17 (9.44%) Pharmaceutical
2 9 (5.00%) Aerospace
3 7 (3.89%) Electronics
4 6 (3.33%) Multimedia
5 4 (2.22%) Finance
5 4 (2.22%) Telecoms
6 2 (1.11%) French Language
6 2 (1.11%) Italian Language
6 2 (1.11%) Spanish Language
7 1 (0.56%) Automotive
7 1 (0.56%) Banking
7 1 (0.56%) Marketing
Job Titles
1 77 (42.78%) Graduate
2 67 (37.22%) Developer
3 66 (36.67%) Software Engineer
4 57 (31.67%) Software Developer
5 36 (20.00%) C++ Software Engineer
6 32 (17.78%) Java Engineer
6 32 (17.78%) Java Software Engineer
7 28 (15.56%) C++ Developer
7 28 (15.56%) C++ Software Developer
8 25 (13.89%) Graduate Developer
8 25 (13.89%) Graduate Software Developer
9 24 (13.33%) Mathematical Developer
10 21 (11.67%) Graduate Software Engineer
11 19 (10.56%) Graduate C++ Developer
11 19 (10.56%) Graduate C++ Software Developer
11 19 (10.56%) Graduate Java Engineer
11 19 (10.56%) Graduate Java Software Engineer
12 14 (7.78%) Analyst
12 14 (7.78%) Consultant
12 14 (7.78%) Graduate Analyst
Libraries, Frameworks & Software Standards
1 59 (32.78%) .NET
2 34 (18.89%) ASP.NET
3 9 (5.00%) J2EE
4 4 (2.22%) XML
5 2 (1.11%) Android SDK
5 2 (1.11%) CSS
5 2 (1.11%) HTML
5 2 (1.11%) J2ME
5 2 (1.11%) SAML
6 1 (0.56%) Backbone.js
6 1 (0.56%) CSS3
6 1 (0.56%) HTML5
6 1 (0.56%) jQuery
6 1 (0.56%) Natural Language Processing
6 1 (0.56%) Node.js
Miscellaneous
1 143 (79.44%) Computer Science
2 73 (40.56%) Algorithms
3 15 (8.33%) Analytical Skills
4 9 (5.00%) Augmented Reality
5 5 (2.78%) e-Learning
5 5 (2.78%) Enterprise Software
6 3 (1.67%) User Experience
7 2 (1.11%) Blackberry
7 2 (1.11%) Embedded Systems
7 2 (1.11%) iPhone
7 2 (1.11%) Video Conferencing
8 1 (0.56%) Client/Server
Operating Systems
1 55 (30.56%) Linux
2 30 (16.67%) Windows
3 16 (8.89%) Unix
4 2 (1.11%) Android
Processes & Methodologies
1 168 (93.33%) Mathematics
2 84 (46.67%) Software Engineering
3 55 (30.56%) Machine Learning
4 12 (6.67%) OO
4 12 (6.67%) OOP
5 10 (5.56%) Image Processing
6 9 (5.00%) CAD
7 8 (4.44%) Artificial Intelligence
8 7 (3.89%) Project Management
8 7 (3.89%) SDLC
9 6 (3.33%) Analytics
9 6 (3.33%) Business Development
9 6 (3.33%) Prototyping
10 5 (2.78%) Content Development
10 5 (2.78%) Low Latency
10 5 (2.78%) Statistics
11 4 (2.22%) Bioinformatics
11 4 (2.22%) Bug Management
11 4 (2.22%) Change Management
11 4 (2.22%) Open Source
Programming Languages
1 128 (71.11%) C++
2 113 (62.78%) Java
3 107 (59.44%) Python
4 90 (50.00%) C#
5 68 (37.78%) C
6 31 (17.22%) MATLAB
7 10 (5.56%) Embedded C
8 8 (4.44%) SQL
9 7 (3.89%) R
10 6 (3.33%) Embedded C++
10 6 (3.33%) VBA
11 5 (2.78%) JavaScript
12 4 (2.22%) PL/SQL
Qualifications
1 97 (53.89%) Degree
2 80 (44.44%) PhD
3 5 (2.78%) Security Cleared
Quality Assurance & Compliance
1 13 (7.22%) QA
System Software
1 5 (2.78%) Firmware
2 2 (1.11%) Shibboleth
Vendors
1 5 (2.78%) Microsoft
2 4 (2.22%) Oracle
3 2 (1.11%) Minitab
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