The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Physics
England / East of England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 73 149 205
Rank change year-on-year +76 +56  
Permanent jobs citing Physics 232 113 84
As % of all permanent IT jobs advertised in the East of England 3.79% 1.68% 1.02%
As % of the Processes & Methodologies category 4.30% 1.92% 1.19%
Number of salaries quoted 157 96 66
Median salary £34,000 £34,000 £36,500
Median salary % change year-on-year - -6.84%  
90% offered a salary of more than £27,500 £22,500 £27,500
10% offered a salary of more than £74,000 £65,000 £45,000
UK excluding London median salary £37,500 £36,000 £37,500
% change year-on-year +4.16% -4.00%  

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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5394 5899 7083
As % of all permanent IT job vacancies advertised in the East of England 88.12% 87.64% 86.39%
Number of salaries quoted 4355 4951 5800
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Physics
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Physics
Salary Trend in the East of England

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

Salary trend for Physics in the East of England

Physics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Physics in the East of England over the 3 months to 25 June 2017.

Salary histogram for Physics in the East of England

Physics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the East of England region over the 3 months to 25 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
Cambridgeshire +44 180 £37,500 +7.14% 22
Hertfordshire -1 39 £32,500 -4.41% 2
Essex - 7 - -
Bedfordshire +11 6 £40,000 - 1
Physics
England

For the 6 months to 25 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 East of England region with a requirement for Physics.

1 311 (79.13%) Mathematics
2 277 (70.48%) Computer Science
3 241 (61.32%) C++
4 234 (59.54%) Python
5 212 (53.94%) Software Engineering
6 199 (50.64%) Degree
7 191 (48.60%) Java
8 165 (41.98%) PhD
9 136 (34.61%) C#
10 131 (33.33%) Machine Learning
11 125 (31.81%) MATLAB
12 95 (24.17%) Algorithms
13 89 (22.65%) C
14 77 (19.59%) Linux
15 73 (18.58%) Windows
16 67 (17.05%) Telecoms
17 55 (13.99%) Analytical Skills
17 55 (13.99%) Computer Science Degree
18 54 (13.74%) .NET
19 53 (13.49%) OO
20 52 (13.23%) Numerate Degree
21 50 (12.72%) Statistics
21 50 (12.72%) Artificial Intelligence
22 49 (12.47%) LabVIEW
23 38 (9.67%) Image Processing
23 38 (9.67%) Signal Processing
24 37 (9.41%) JavaScript
24 37 (9.41%) Data Analysis
25 32 (8.14%) Bayesian Methods
25 32 (8.14%) Visual Studio

Physics
Co-occurring IT Skills in the East of England 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 (2.29%) Cloud Foundry
2 8 (2.04%) Moodle
3 6 (1.53%) Apache Spark
4 1 (0.25%) CMS
4 1 (0.25%) OpenStack
4 1 (0.25%) SAS
4 1 (0.25%) Umbraco
Applications
1 20 (5.09%) Microsoft Excel
2 15 (3.82%) Microsoft Office
3 8 (2.04%) Camtasia
3 8 (2.04%) Microsoft PowerPoint
3 8 (2.04%) MS Visio
3 8 (2.04%) Snagit
3 8 (2.04%) Zemax
4 1 (0.25%) SOLIDWORKS
4 1 (0.25%) SPSS
Business Applications
1 2 (0.51%) HFM
Cloud Services
1 12 (3.05%) Amazon AWS
2 3 (0.76%) Google Cloud Platform
3 2 (0.51%) SaaS
Communications & Networking
1 18 (4.58%) TCP/IP
2 16 (4.07%) Firewall
3 4 (1.02%) Ethernet
4 2 (0.51%) Bluetooth
4 2 (0.51%) Wi-Fi
4 2 (0.51%) ZigBee
5 1 (0.25%) 3G
5 1 (0.25%) 4G
5 1 (0.25%) GSM
5 1 (0.25%) Internet
Database & Business Intelligence
1 5 (1.27%) Big Data
1 5 (1.27%) NoSQL
1 5 (1.27%) Relational Database
2 4 (1.02%) RDBMS
3 3 (0.76%) DTS
4 2 (0.51%) BusinessObjects
4 2 (0.51%) Lumira
4 2 (0.51%) Oracle BI EE
4 2 (0.51%) Spotfire
5 1 (0.25%) Apache Cassandra
5 1 (0.25%) CouchDB
5 1 (0.25%) Geospatial Data
5 1 (0.25%) MariaDB
5 1 (0.25%) MongoDB
5 1 (0.25%) Neo4j
5 1 (0.25%) OLAP Cube
5 1 (0.25%) Redis
5 1 (0.25%) SQL Server 2014
5 1 (0.25%) SQL Server 2016
5 1 (0.25%) SQL Server Analysis Services
Development Applications
1 49 (12.47%) LabVIEW
2 32 (8.14%) Visual Studio
3 8 (2.04%) Git (software)
4 7 (1.78%) Subversion
5 4 (1.02%) Jenkins
5 4 (1.02%) JUnit
6 2 (0.51%) Oracle APEX
6 2 (0.51%) Selenium
7 1 (0.25%) Grunt
7 1 (0.25%) SQL Server Management Studio (SSMS)
General
1 67 (17.05%) Telecoms
2 27 (6.87%) Electronics
3 23 (5.85%) Finance
4 13 (3.31%) Aerospace
5 10 (2.54%) Games
5 10 (2.54%) Pharmaceutical
6 8 (2.04%) Multimedia
7 4 (1.02%) Retail
8 3 (0.76%) Spanish Language
9 2 (0.51%) French Language
9 2 (0.51%) Italian Language
9 2 (0.51%) Marketing
10 1 (0.25%) Automotive
10 1 (0.25%) Banking
10 1 (0.25%) Billing
Job Titles
1 144 (36.64%) Graduate
2 126 (32.06%) Software Engineer
3 123 (31.30%) Developer
4 103 (26.21%) Software Developer
5 87 (22.14%) C++ Software Engineer
6 68 (17.30%) C++ Developer
6 68 (17.30%) C++ Software Developer
7 39 (9.92%) Consultant
7 39 (9.92%) Graduate Developer
8 38 (9.67%) Analyst
8 38 (9.67%) C Software Engineer
8 38 (9.67%) C/C++ Software Engineer
8 38 (9.67%) Graduate Software Engineer
9 37 (9.41%) Graduate Analyst
9 37 (9.41%) Graduate Software Developer
10 36 (9.16%) Java Engineer
10 36 (9.16%) Java Software Engineer
11 33 (8.40%) Graduate C++ Developer
11 33 (8.40%) Graduate C++ Software Developer
12 29 (7.38%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 54 (13.74%) .NET
2 32 (8.14%) ASP.NET
3 23 (5.85%) HTML
4 19 (4.83%) CSS
4 19 (4.83%) Node.js
5 16 (4.07%) Apache Axis
6 14 (3.56%) HTML5
7 13 (3.31%) jQuery
8 12 (3.05%) Natural Language Processing
9 11 (2.80%) Backbone.js
9 11 (2.80%) CSS3
10 7 (1.78%) AngularJS
11 6 (1.53%) Ajax
11 6 (1.53%) J2EE
11 6 (1.53%) JSON
11 6 (1.53%) TensorFlow
11 6 (1.53%) ZeroMQ
12 4 (1.02%) REST
12 4 (1.02%) Yocto
13 3 (0.76%) WPF
Miscellaneous
1 277 (70.48%) Computer Science
2 95 (24.17%) Algorithms
3 55 (13.99%) Analytical Skills
4 26 (6.62%) Augmented Reality
5 16 (4.07%) 3D Printing
6 9 (2.29%) Data Structures
7 8 (2.04%) e-Learning
7 8 (2.04%) Enterprise Software
8 4 (1.02%) CUDA
8 4 (1.02%) Mobile App
8 4 (1.02%) Smart Energy
9 3 (0.76%) Data Centre
9 3 (0.76%) User Experience
10 2 (0.51%) Management Information System
10 2 (0.51%) Robotics
10 2 (0.51%) SCADA
11 1 (0.25%) Client/Server
11 1 (0.25%) Device Driver
11 1 (0.25%) Embedded Systems
11 1 (0.25%) Grid Computing
Operating Systems
1 77 (19.59%) Linux
2 73 (18.58%) Windows
3 11 (2.80%) Unix
4 9 (2.29%) Android
4 9 (2.29%) Apple iOS
4 9 (2.29%) Windows 10
4 9 (2.29%) Windows 7
5 4 (1.02%) Embedded Linux
Processes & Methodologies
1 311 (79.13%) Mathematics
2 212 (53.94%) Software Engineering
3 131 (33.33%) Machine Learning
4 53 (13.49%) OO
5 50 (12.72%) Artificial Intelligence
5 50 (12.72%) Statistics
6 38 (9.67%) Image Processing
6 38 (9.67%) Signal Processing
7 37 (9.41%) Data Analysis
8 32 (8.14%) Bayesian Methods
9 30 (7.63%) Multithreading
10 29 (7.38%) SDLC
11 27 (6.87%) CAD
12 26 (6.62%) Data Acquisition
13 24 (6.11%) Web Development
14 21 (5.34%) Agile Software Development
14 21 (5.34%) Economics
15 20 (5.09%) Project Management
16 18 (4.58%) Neural Network
16 18 (4.58%) OOD
Programming Languages
1 241 (61.32%) C++
2 234 (59.54%) Python
3 191 (48.60%) Java
4 136 (34.61%) C#
5 125 (31.81%) MATLAB
6 89 (22.65%) C
7 37 (9.41%) JavaScript
8 24 (6.11%) R
8 24 (6.11%) SQL
9 23 (5.85%) Embedded C
10 21 (5.34%) Embedded C++
10 21 (5.34%) Julia
11 17 (4.33%) Perl
11 17 (4.33%) Ruby
12 4 (1.02%) Bash Shell
12 4 (1.02%) Scala
13 3 (0.76%) VBA
14 2 (0.51%) Assembly Language
14 2 (0.51%) PL/SQL
14 2 (0.51%) TypeScript
Qualifications
1 199 (50.64%) Degree
2 165 (41.98%) PhD
3 55 (13.99%) Computer Science Degree
4 52 (13.23%) Numerate Degree
5 21 (5.34%) Security Cleared
6 4 (1.02%) Master's Degree
7 2 (0.51%) Postgraduate
8 1 (0.25%) CISSP
8 1 (0.25%) GSEC
Quality Assurance & Compliance
1 18 (4.58%) QA
2 1 (0.25%) ISO 9001
System Software
1 10 (2.54%) Docker
2 9 (2.29%) Firmware
3 1 (0.25%) KVM
3 1 (0.25%) LXC
3 1 (0.25%) Slurm Workload Manager
3 1 (0.25%) Xen
Systems Management
1 1 (0.25%) Mesos
Vendors
1 15 (3.82%) Microsoft
2 3 (0.76%) Google
3 2 (0.51%) Oracle
4 1 (0.25%) Minitab
4 1 (0.25%) Pegasus
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
Borehamwood, Hertfordshire
IT Connections
Salary: £35,000 to £45,000 + 20% Bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £30,000 to £35,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 6 days ago
Bedfordshire
Oscar
Salary: £20000 - £25000 per annum + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £65,000 to £70,000 per annum family healthcare, pension, life ins
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 35k per year + Prospects + Training
Posted: 5 days ago
Hatfield, Hertfordshire
Networking People
Salary: £85000 - £100000 per annum + Bens
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £30k - £45k DoE + excellent benefits
Posted: 26 days ago