The table below looks at the prevalence of the term Physics in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Physics
England / East of England
Rank 106 196 224
Rank change year-on-year
+90 +28
Permanent jobs citing Physics 149 65 48
As % of all permanent IT jobs located in the East of England 2.57% 0.95% 0.66%
As % of the Miscellaneous category 6.63% 2.24% 1.63%
Number of salaries quoted 116 33 33
Median salary £35,000 £40,000 £43,500
Median salary % change year-on-year
-12.50% -8.04%
90% offered a salary of more than £27,500 £34,000 £28,500
10% offered a salary of more than £55,000 £73,000 £60,000
UK excluding London median salary £39,000 £42,500 £36,250
% change year-on-year
-8.23% +17.24%

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

Miscellaneous Category
East of England
Permanent IT job ads with a match in the
Miscellaneous category
2247 2897 2936
As % of all permanent IT jobs located in the East of England 38.77% 42.29% 40.54%
Number of salaries quoted 1838 2226 2270
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £27,000 £26,675 £25,841
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in the East of England

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

Physics Jobs Demand Trend 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 across the East of England region.

Physics Salary Trend in the East of England

Physics
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Physics across the East of England region over the 3 months to 21 January 2017.

Physics Salary Histogram 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 21 January 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 +39 96 £31,250 -21.87% 29
Hertfordshire +43 45 £35,000 -17.64% 9
Bedfordshire - 3 £50,000 -
Suffolk - 3 £65,000 - 1
Essex +20 2 £35,898 - 2
Physics
England

Physics
Top 30 Related IT Skills in the East of England

For the 6 months to 21 January 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.

1 200 (78.13%) Computer Science
2 184 (71.88%) Mathematics
3 180 (70.31%) Degree
4 173 (67.58%) C++
5 136 (53.13%) Software Engineering
6 118 (46.09%) Java
7 107 (41.80%) PhD
8 106 (41.41%) C#
9 102 (39.84%) Python
10 85 (33.20%) Algorithms
11 81 (31.64%) Linux
12 75 (29.30%) C
13 71 (27.73%) .NET
14 56 (21.88%) Windows
15 47 (18.36%) Telecoms
15 47 (18.36%) Machine Learning
16 40 (15.63%) ASP.NET
16 40 (15.63%) OO
17 34 (13.28%) MATLAB
18 31 (12.11%) OOD
18 31 (12.11%) Unix
19 26 (10.16%) Multithreading
19 26 (10.16%) LabVIEW
20 25 (9.77%) Visual Studio
20 25 (9.77%) Image Processing
21 23 (8.98%) JavaScript
21 23 (8.98%) Node.js
21 23 (8.98%) SDLC
22 22 (8.59%) Web Development
23 21 (8.20%) Analytical Skills

Physics
Top Related 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 4 (1.56%) Apache Spark
2 3 (1.17%) SAS
3 1 (0.39%) Moodle
3 1 (0.39%) OpenStack
3 1 (0.39%) Tomcat
3 1 (0.39%) WebLogic
3 1 (0.39%) WebSphere
3 1 (0.39%) WebSphere Application Server
Applications
1 10 (3.91%) MS Office
2 4 (1.56%) Simulink
3 3 (1.17%) MS Excel
4 2 (0.78%) SPSS
4 2 (0.78%) Stateflow
5 1 (0.39%) Camtasia
5 1 (0.39%) MS PowerPoint
5 1 (0.39%) MS Visio
5 1 (0.39%) Snagit
Cloud Services
1 4 (1.56%) SaaS
2 1 (0.39%) Cloud Computing
Communications & Networking
1 19 (7.42%) TCP/IP
2 6 (2.34%) Ethernet
3 2 (0.78%) BGP
3 2 (0.78%) Internet
3 2 (0.78%) MPLS
3 2 (0.78%) Telepresence
3 2 (0.78%) VPN
4 1 (0.39%) 3G
4 1 (0.39%) 4G
4 1 (0.39%) Bluetooth
4 1 (0.39%) DWDM
4 1 (0.39%) GSM
4 1 (0.39%) PuTTY
4 1 (0.39%) SSH
4 1 (0.39%) Wi-Fi
4 1 (0.39%) ZigBee
Database & Business Intelligence
1 10 (3.91%) MongoDB
2 9 (3.52%) NoSQL
3 4 (1.56%) BusinessObjects
3 4 (1.56%) Data Warehouse
3 4 (1.56%) DTS
3 4 (1.56%) Lumira
3 4 (1.56%) Microsoft Analysis Services
3 4 (1.56%) OLAP
3 4 (1.56%) OLAP Cube
3 4 (1.56%) Oracle BI EE
3 4 (1.56%) Spotfire
3 4 (1.56%) SQL Server
3 4 (1.56%) SQL Server 2005
3 4 (1.56%) SQL Server 2014
3 4 (1.56%) SQL Server 2016
3 4 (1.56%) SQL Server Analysis Services
3 4 (1.56%) SQL Server Integration Services
3 4 (1.56%) SQL Server Reporting Services
4 3 (1.17%) Apache Cassandra
5 2 (0.78%) MySQL
Development Applications
1 26 (10.16%) LabVIEW
2 25 (9.77%) Visual Studio
3 10 (3.91%) Subversion
4 8 (3.13%) Git (software)
4 8 (3.13%) Jenkins
5 4 (1.56%) Oracle APEX
5 4 (1.56%) SQL Server Management Studio (SSMS)
6 2 (0.78%) NUnit
6 2 (0.78%) Rational DOORS
6 2 (0.78%) TeamCity
7 1 (0.39%) Selenium
General
1 47 (18.36%) Telecoms
2 17 (6.64%) Electronics
3 16 (6.25%) Aerospace
3 16 (6.25%) Pharmaceutical
4 13 (5.08%) Games
5 11 (4.30%) Finance
6 9 (3.52%) Banking
7 6 (2.34%) Manufacturing
8 4 (1.56%) Billing
9 3 (1.17%) Automotive
9 3 (1.17%) Marketing
10 2 (0.78%) Multimedia
10 2 (0.78%) Retail
10 2 (0.78%) Spanish Language
11 1 (0.39%) French Language
11 1 (0.39%) Italian Language
Job Titles
1 114 (44.53%) Developer
2 78 (30.47%) Software Developer
3 75 (29.30%) Software Engineer
4 70 (27.34%) Graduate
5 55 (21.48%) C++ Developer
6 45 (17.58%) C++ Software Developer
7 34 (13.28%) C++ Software Engineer
8 28 (10.94%) Java Engineer
8 28 (10.94%) Java Software Engineer
9 26 (10.16%) Graduate Developer
9 26 (10.16%) Graduate Software Developer
10 20 (7.81%) Graduate Software Engineer
11 18 (7.03%) Graduate C++ Developer
11 18 (7.03%) Graduate C++ Software Developer
12 16 (6.25%) Graduate Java Engineer
12 16 (6.25%) Graduate Java Software Engineer
12 16 (6.25%) Test Engineer
13 13 (5.08%) Consultant
13 13 (5.08%) Graduate Consultant
14 12 (4.69%) Graduate Technical Consultant
Libraries, Frameworks & Software Standards
1 71 (27.73%) .NET
2 40 (15.63%) ASP.NET
3 23 (8.98%) Node.js
4 20 (7.81%) HTML
5 19 (7.42%) CSS
6 16 (6.25%) OpenGL
7 13 (5.08%) ZeroMQ
8 12 (4.69%) Ajax
8 12 (4.69%) Boost C++ Libraries
9 10 (3.91%) J2EE
9 10 (3.91%) JSON
9 10 (3.91%) OpenCV
10 8 (3.13%) Yocto
11 7 (2.73%) AngularJS
12 4 (1.56%) MDX
12 4 (1.56%) XML
13 3 (1.17%) Apache Axis
13 3 (1.17%) HTML5
13 3 (1.17%) OpenMP
13 3 (1.17%) STL
Miscellaneous
1 200 (78.13%) Computer Science
2 184 (71.88%) Mathematics
3 85 (33.20%) Algorithms
4 21 (8.20%) Analytical Skills
5 14 (5.47%) Visualisation
6 10 (3.91%) Enterprise Software
7 9 (3.52%) Virtual Team
8 7 (2.73%) Augmented Reality
9 6 (2.34%) Statistics
10 5 (1.95%) Artificial Intelligence
10 5 (1.95%) Management Information System
10 5 (1.95%) User Experience
11 4 (1.56%) Robotics
11 4 (1.56%) SCADA
12 3 (1.17%) 3D Printing
12 3 (1.17%) Device Driver
12 3 (1.17%) Embedded Systems
13 2 (0.78%) Blackberry
13 2 (0.78%) iPhone
13 2 (0.78%) Video Conferencing
Operating Systems
1 81 (31.64%) Linux
2 56 (21.88%) Windows
3 31 (12.11%) Unix
4 8 (3.13%) Embedded Linux
5 2 (0.78%) Android
Processes & Methodologies
1 136 (53.13%) Software Engineering
2 47 (18.36%) Machine Learning
3 40 (15.63%) OO
4 31 (12.11%) OOD
5 26 (10.16%) Multithreading
6 25 (9.77%) Image Processing
7 23 (8.98%) SDLC
8 22 (8.59%) Web Development
9 15 (5.86%) Low Latency
10 14 (5.47%) Data Analysis
10 14 (5.47%) Data Visualisation
11 12 (4.69%) Agile Software Development
12 11 (4.30%) CAD
12 11 (4.30%) Front End Development
12 11 (4.30%) Scrum
13 10 (3.91%) Analytics
13 10 (3.91%) Data Acquisition
13 10 (3.91%) OOP
14 9 (3.52%) High Availability
14 9 (3.52%) Multithreaded Programming
Programming Languages
1 173 (67.58%) C++
2 118 (46.09%) Java
3 106 (41.41%) C#
4 102 (39.84%) Python
5 75 (29.30%) C
6 34 (13.28%) MATLAB
7 23 (8.98%) JavaScript
8 12 (4.69%) R
8 12 (4.69%) SQL
9 8 (3.13%) Bash Shell
10 7 (2.73%) Embedded C
11 6 (2.34%) Fortran
11 6 (2.34%) VBA
12 4 (1.56%) PL/SQL
12 4 (1.56%) T-SQL
13 3 (1.17%) Tcl
14 2 (0.78%) Ada
14 2 (0.78%) Assembly Language
14 2 (0.78%) PHP
15 1 (0.39%) Perl
Qualifications
1 180 (70.31%) Degree
2 107 (41.80%) PhD
3 4 (1.56%) Postgraduate
4 1 (0.39%) CIMA
4 1 (0.39%) CISSP
4 1 (0.39%) GSEC
4 1 (0.39%) HNC
4 1 (0.39%) HND
Quality Assurance & Compliance
1 12 (4.69%) QA
2 2 (0.78%) ISO 9001
System Software
1 13 (5.08%) Firmware
2 2 (0.78%) Shibboleth
3 1 (0.39%) Docker
3 1 (0.39%) KVM
3 1 (0.39%) LXC
3 1 (0.39%) Slurm Workload Manager
3 1 (0.39%) Xen
Systems Management
1 1 (0.39%) Mesos
Vendors
1 11 (4.30%) Microsoft
2 5 (1.95%) Oracle
3 2 (0.78%) EMC
3 2 (0.78%) MathWorks
3 2 (0.78%) Minitab
4 1 (0.39%) Pegasus
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