The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Physics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Physics over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Physics
East of England / Cambridgeshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 26 68 78
Rank change year-on-year +42 +10  
Permanent jobs citing Physics 180 64 57
As % of all permanent IT jobs advertised in Cambridgeshire 9.53% 3.43% 2.61%
As % of the Processes & Methodologies category 10.80% 3.86% 3.06%
Number of salaries quoted 112 47 45
Median salary £37,500 £35,000 £36,500
Median salary % change year-on-year +7.14% -4.10%  
90% offered a salary of more than £27,500 £27,500 £28,400
10% offered a salary of more than £80,000 £65,000 £45,000
UK excluding London median salary £37,500 £35,500 £37,500
% change year-on-year +5.63% -5.33%  

Physics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1667 1656 1860
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.29% 88.79% 85.01%
Number of salaries quoted 1269 1364 1556
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Physics
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Physics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Physics in Cambridgeshire

Physics
Salary Trend in Cambridgeshire

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

Salary trend for Physics in Cambridgeshire

Physics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Physics in Cambridgeshire over the 3 months to 24 June 2017.

Salary histogram for Physics in Cambridgeshire

Physics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the Cambridgeshire region over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +39 178 £37,500 +28.20% 22
Physics
East of England

For the 6 months to 24 June 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 Cambridgeshire region with a requirement for Physics.

1 284 (94.67%) Mathematics
2 229 (76.33%) Computer Science
3 224 (74.67%) Python
4 189 (63.00%) C++
5 181 (60.33%) Java
6 167 (55.67%) Software Engineering
7 135 (45.00%) Degree
8 119 (39.67%) Machine Learning
9 116 (38.67%) C#
10 115 (38.33%) PhD
11 92 (30.67%) MATLAB
12 88 (29.33%) C
13 81 (27.00%) Algorithms
14 72 (24.00%) Linux
15 51 (17.00%) Numerate Degree
16 50 (16.67%) .NET
17 49 (16.33%) Statistics
17 49 (16.33%) Artificial Intelligence
18 42 (14.00%) Windows
19 36 (12.00%) Analytical Skills
20 32 (10.67%) Bayesian Methods
20 32 (10.67%) Computer Science Degree
21 31 (10.33%) OO
22 30 (10.00%) JavaScript
23 29 (9.67%) ASP.NET
24 27 (9.00%) CAD
25 26 (8.67%) Augmented Reality
26 23 (7.67%) Embedded C
26 23 (7.67%) SQL
26 23 (7.67%) Electronics

Physics
Co-occurring IT Skills in Cambridgeshire 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 9 (3.00%) Cloud Foundry
2 8 (2.67%) Moodle
3 6 (2.00%) Apache Spark
4 1 (0.33%) SAS
Applications
1 11 (3.67%) Microsoft Excel
2 8 (2.67%) Camtasia
2 8 (2.67%) Microsoft Office
2 8 (2.67%) Microsoft PowerPoint
2 8 (2.67%) MS Visio
2 8 (2.67%) Snagit
3 1 (0.33%) SOLIDWORKS
3 1 (0.33%) SPSS
Cloud Services
1 9 (3.00%) Amazon AWS
2 1 (0.33%) SaaS
Communications & Networking
1 16 (5.33%) Firewall
2 14 (4.67%) TCP/IP
3 4 (1.33%) Ethernet
4 2 (0.67%) Bluetooth
4 2 (0.67%) Wi-Fi
4 2 (0.67%) ZigBee
5 1 (0.33%) 3G
5 1 (0.33%) 4G
5 1 (0.33%) GSM
5 1 (0.33%) Internet
Database & Business Intelligence
1 5 (1.67%) Big Data
2 4 (1.33%) NoSQL
2 4 (1.33%) RDBMS
2 4 (1.33%) Relational Database
3 2 (0.67%) BusinessObjects
3 2 (0.67%) Lumira
3 2 (0.67%) Oracle BI EE
3 2 (0.67%) Spotfire
4 1 (0.33%) MS Access
Development Applications
1 6 (2.00%) Visual Studio
2 4 (1.33%) Git (software)
2 4 (1.33%) JUnit
3 2 (0.67%) Oracle APEX
4 1 (0.33%) LabVIEW
4 1 (0.33%) Selenium
General
1 23 (7.67%) Electronics
1 23 (7.67%) Finance
2 11 (3.67%) Telecoms
3 10 (3.33%) Pharmaceutical
4 8 (2.67%) Multimedia
5 6 (2.00%) Aerospace
6 2 (0.67%) French Language
6 2 (0.67%) Italian Language
6 2 (0.67%) Marketing
6 2 (0.67%) Spanish Language
7 1 (0.33%) Automotive
7 1 (0.33%) Banking
Job Titles
1 144 (48.00%) Graduate
2 113 (37.67%) Software Engineer
3 91 (30.33%) Developer
4 80 (26.67%) C++ Software Engineer
5 79 (26.33%) Software Developer
6 51 (17.00%) C++ Developer
6 51 (17.00%) C++ Software Developer
7 39 (13.00%) Consultant
7 39 (13.00%) Graduate Developer
8 38 (12.67%) C Software Engineer
8 38 (12.67%) C/C++ Software Engineer
8 38 (12.67%) Graduate Software Engineer
9 37 (12.33%) Analyst
9 37 (12.33%) Graduate Analyst
9 37 (12.33%) Graduate Software Developer
10 36 (12.00%) Java Engineer
10 36 (12.00%) Java Software Engineer
11 33 (11.00%) Graduate C++ Developer
11 33 (11.00%) Graduate C++ Software Developer
12 29 (9.67%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 50 (16.67%) .NET
2 29 (9.67%) ASP.NET
3 16 (5.33%) Apache Axis
4 13 (4.33%) HTML
5 12 (4.00%) CSS
5 12 (4.00%) Natural Language Processing
6 11 (3.67%) Backbone.js
6 11 (3.67%) CSS3
6 11 (3.67%) HTML5
6 11 (3.67%) jQuery
6 11 (3.67%) Node.js
7 6 (2.00%) J2EE
7 6 (2.00%) TensorFlow
8 4 (1.33%) REST
9 2 (0.67%) XML
10 1 (0.33%) WPF
Miscellaneous
1 229 (76.33%) Computer Science
2 81 (27.00%) Algorithms
3 36 (12.00%) Analytical Skills
4 26 (8.67%) Augmented Reality
5 16 (5.33%) 3D Printing
6 9 (3.00%) Data Structures
7 8 (2.67%) e-Learning
7 8 (2.67%) Enterprise Software
8 4 (1.33%) Smart Energy
9 1 (0.33%) Client/Server
9 1 (0.33%) Device Driver
9 1 (0.33%) Embedded Systems
9 1 (0.33%) Verilog
9 1 (0.33%) VHDL
Operating Systems
1 72 (24.00%) Linux
2 42 (14.00%) Windows
3 9 (3.00%) Android
3 9 (3.00%) Apple iOS
4 8 (2.67%) Unix
Processes & Methodologies
1 284 (94.67%) Mathematics
2 167 (55.67%) Software Engineering
3 119 (39.67%) Machine Learning
4 49 (16.33%) Artificial Intelligence
4 49 (16.33%) Statistics
5 32 (10.67%) Bayesian Methods
6 31 (10.33%) OO
7 27 (9.00%) CAD
8 21 (7.00%) Economics
9 19 (6.33%) Project Management
10 18 (6.00%) Deep Learning
10 18 (6.00%) Neural Network
10 18 (6.00%) Probabilistic Modelling
11 17 (5.67%) 3D Modelling
12 16 (5.33%) CAE
12 16 (5.33%) Content Writing
12 16 (5.33%) Presales
13 15 (5.00%) Image Processing
14 14 (4.67%) Complexity Analysis
15 13 (4.33%) SDLC
Programming Languages
1 224 (74.67%) Python
2 189 (63.00%) C++
3 181 (60.33%) Java
4 116 (38.67%) C#
5 92 (30.67%) MATLAB
6 88 (29.33%) C
7 30 (10.00%) JavaScript
8 23 (7.67%) Embedded C
8 23 (7.67%) SQL
9 22 (7.33%) R
10 21 (7.00%) Embedded C++
10 21 (7.00%) Julia
11 16 (5.33%) Perl
11 16 (5.33%) Ruby
12 4 (1.33%) Scala
13 3 (1.00%) VBA
14 2 (0.67%) Assembly Language
14 2 (0.67%) PL/SQL
15 1 (0.33%) TypeScript
Qualifications
1 135 (45.00%) Degree
2 115 (38.33%) PhD
3 51 (17.00%) Numerate Degree
4 32 (10.67%) Computer Science Degree
5 21 (7.00%) Security Cleared
6 2 (0.67%) Master's Degree
Quality Assurance & Compliance
1 18 (6.00%) QA
2 1 (0.33%) ISO 9001
System Software
1 9 (3.00%) Docker
2 5 (1.67%) Firmware
Vendors
1 8 (2.67%) Microsoft
2 2 (0.67%) Oracle
3 1 (0.33%) Minitab
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £30,000 to £35,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £65,000 to £70,000 per annum family healthcare, pension, life ins
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 5 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 35k per year + Prospects + Training
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £30k - £45k DoE + excellent benefits
Posted: 25 days ago