The table below looks at the prevalence of the term Physics in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Physics
Rank 429 442 362
Rank change year-on-year
+13 -80
Permanent jobs citing Physics 603 601 902
As % of all permanent IT jobs located in England 0.66% 0.60% 0.81%
As % of the Miscellaneous category 1.55% 1.49% 1.94%
Number of salaries quoted 508 492 806
Median salary £42,500 £37,500 £42,500
Median salary % change year-on-year
+13.33% -11.76%
90% offered a salary of more than £26,000 £24,000 £25,000
10% offered a salary of more than £77,500 £70,000 £77,500
UK excluding London median salary £40,000 £37,500 £40,000
% change year-on-year
+6.66% -6.25%
Physics
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38840 40467 46501
As % of all permanent IT jobs located in England 42.23% 40.70% 41.64%
Number of salaries quoted 32016 32310 37524
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,000 £27,500 £28,500
10% offered a salary of more than £78,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Physics
Jobs Demand Trend in England

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

Physics Jobs Demand Trend in England

Physics
Salary Trend in England

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

Physics Salary Trend in England

Physics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Physics across the England region over the 3 months to 31 May 2016.

Physics Salary Histogram in England

Physics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the England region over the 3 months to 31 May 2016. 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
(Click see detailed
statistics and trends)
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
London -18 271 £55,000 +37.50% 26
South East +60 157 £39,000 -2.50% 18
East of England +26 83 £36,000 -1.36% 23
South West +22 41 £45,000 +11.11% 4
West Midlands -4 24 £26,500 -24.28% 4
East Midlands -2 16 £40,000 +14.28% 3
North West +16 15 £26,500 +10.41% 3
Yorkshire +17 10 £19,000 -40.62% 3
North East -18 2 £28,500 -28.75%
Physics
UK

Physics
Top 30 Related IT Skills in England

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

1 1030 (85.05%) Mathematics
2 905 (74.73%) Computer Science
3 868 (71.68%) Degree
4 448 (36.99%) Python
5 446 (36.83%) C++
6 390 (32.20%) Java
7 359 (29.64%) Software Engineering
8 347 (28.65%) C#
9 322 (26.59%) SQL
10 260 (21.47%) Finance
11 244 (20.15%) Agile Software Development
12 243 (20.07%) Analytical Skills
13 235 (19.41%) PhD
14 231 (19.08%) Linux
15 218 (18.00%) C
15 218 (18.00%) Algorithms
16 212 (17.51%) .NET
17 199 (16.43%) Machine Learning
18 191 (15.77%) Statistics
19 184 (15.19%) Analytics
20 176 (14.53%) OO
21 156 (12.88%) HTML
22 149 (12.30%) R
23 140 (11.56%) Big Data
24 132 (10.90%) JavaScript
25 116 (9.58%) CSS
26 111 (9.17%) ASP.NET
27 101 (8.34%) Hadoop
28 99 (8.18%) SQL Server
29 97 (8.01%) Oracle

Physics
Top Related IT Skills in 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 79 (6.52%) Apache Spark
2 32 (2.64%) SAS
3 31 (2.56%) Node.js
4 25 (2.06%) OpenStack
5 17 (1.40%) Tomcat
6 14 (1.16%) Apache
7 13 (1.07%) Elasticsearch
8 9 (0.74%) Apache Pig
9 7 (0.58%) IIS
10 6 (0.50%) DNN
10 6 (0.50%) MS Exchange
10 6 (0.50%) nginx
11 3 (0.25%) CMS
11 3 (0.25%) Drupal
11 3 (0.25%) IPython
11 3 (0.25%) SharePoint
11 3 (0.25%) WordPress
12 2 (0.17%) Apache Solr
12 2 (0.17%) Confluence
12 2 (0.17%) Skype for Business
Applications
1 34 (2.81%) MS Excel
2 17 (1.40%) MS PowerPoint
3 14 (1.16%) MS Office
4 12 (0.99%) SPSS
5 10 (0.83%) Gephi
6 9 (0.74%) MS Visio
7 6 (0.50%) Spreadsheet
8 2 (0.17%) Adobe After Effects
8 2 (0.17%) Final Cut Pro
8 2 (0.17%) Mathematica
8 2 (0.17%) Maya
8 2 (0.17%) MODO
8 2 (0.17%) Photoshop
8 2 (0.17%) Simulink
8 2 (0.17%) SOLIDWORKS
9 1 (0.083%) Stata
Business Applications
1 7 (0.58%) ReMetrica
2 4 (0.33%) SAP Oil and Gas
3 2 (0.17%) Salesforce.com CRM
4 1 (0.083%) Teamcenter
Cloud Services
1 60 (4.95%) Amazon AWS
2 29 (2.39%) SaaS
3 24 (1.98%) Cloud Computing
4 14 (1.16%) Google Analytics
5 11 (0.91%) Amazon S3
6 10 (0.83%) Google Cloud Platform
7 8 (0.66%) GitHub
7 8 (0.66%) Office 365
8 7 (0.58%) Amazon EC2
8 7 (0.58%) Microsoft Azure
9 6 (0.50%) Amazon Kinesis
9 6 (0.50%) AWS Elastic Beanstalk
10 5 (0.41%) Google App Engine
10 5 (0.41%) Google Compute Engine
11 2 (0.17%) Heroku
Communications & Networking
1 38 (3.14%) TCP/IP
2 23 (1.90%) Firewall
2 23 (1.90%) Internet
2 23 (1.90%) Wireless
3 18 (1.49%) Network Security
4 14 (1.16%) HTTP
5 13 (1.07%) Ethernet
6 12 (0.99%) DNS
7 11 (0.91%) Software-Defined Radio
8 8 (0.66%) Wi-Fi
9 7 (0.58%) BGP
9 7 (0.58%) MPLS
10 6 (0.50%) Cisco IOS
10 6 (0.50%) SSL
11 5 (0.41%) GSM
12 4 (0.33%) Diameter Protocol
12 4 (0.33%) DVB
12 4 (0.33%) FTP
12 4 (0.33%) PBX
12 4 (0.33%) VSAT
Database & Business Intelligence
1 140 (11.56%) Big Data
2 101 (8.34%) Hadoop
3 99 (8.18%) SQL Server
4 60 (4.95%) MongoDB
5 52 (4.29%) Data Mining
6 46 (3.80%) NoSQL
7 45 (3.72%) MySQL
8 35 (2.89%) Apache Cassandra
9 31 (2.56%) Relational Database
10 26 (2.15%) Data Warehouse
11 24 (1.98%) GIS
11 24 (1.98%) PostgreSQL
12 20 (1.65%) KDB
13 17 (1.40%) Apache Hive
14 15 (1.24%) Oracle Database
15 13 (1.07%) Amazon Redshift
16 11 (0.91%) Redis
17 9 (0.74%) DB2
17 9 (0.74%) Oracle Database 11g
18 8 (0.66%) Oracle Database 10g
Development Applications
1 84 (6.94%) Git (software)
2 55 (4.54%) Maven
3 44 (3.63%) Visual Studio
4 43 (3.55%) Subversion
5 37 (3.06%) Mercurial
6 30 (2.48%) NUnit
7 29 (2.39%) Selenium
8 25 (2.06%) Jenkins
9 24 (1.98%) Bugzilla
10 22 (1.82%) TeamCity
11 18 (1.49%) ClearCase
11 18 (1.49%) Eclipse
12 17 (1.40%) JUnit
13 16 (1.32%) JIRA
14 14 (1.16%) Gradle
15 12 (0.99%) LabVIEW
16 11 (0.91%) Moq
17 10 (0.83%) Team Foundation Server
18 7 (0.58%) QUnit
18 7 (0.58%) TestNG
General
1 260 (21.47%) Finance
2 93 (7.68%) Games
3 66 (5.45%) Telecoms
4 53 (4.38%) Banking
5 50 (4.13%) Retail
6 48 (3.96%) Electronics
7 47 (3.88%) Marketing
8 41 (3.39%) Front Office
9 33 (2.73%) Manufacturing
10 18 (1.49%) Automotive
10 18 (1.49%) Local Government
11 17 (1.40%) Aerospace
12 15 (1.24%) Investment Banking
13 8 (0.66%) Advertising
13 8 (0.66%) Online Betting
13 8 (0.66%) Pharmaceutical
14 7 (0.58%) Financial Institution
14 7 (0.58%) Military
14 7 (0.58%) Publishing
15 6 (0.50%) Law
Job Titles
1 428 (35.34%) Developer
2 193 (15.94%) Software Engineer
3 181 (14.95%) Graduate
4 136 (11.23%) Analyst
5 127 (10.49%) Data Scientist
6 106 (8.75%) Software Developer
7 104 (8.59%) C# Developer
8 100 (8.26%) Junior
9 88 (7.27%) C++ Developer
10 81 (6.69%) .NET Developer
11 70 (5.78%) C++ Software Engineer
12 69 (5.70%) Python Developer
13 64 (5.28%) Java Developer
14 60 (4.95%) Java Engineer
15 58 (4.79%) Senior Data Scientist
16 57 (4.71%) Junior Developer
17 56 (4.62%) C# .NET Developer
17 56 (4.62%) Consultant
18 53 (4.38%) Graduate Analyst
19 46 (3.80%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 212 (17.51%) .NET
2 156 (12.88%) HTML
3 116 (9.58%) CSS
4 111 (9.17%) ASP.NET
5 73 (6.03%) jQuery
6 71 (5.86%) AngularJS
7 62 (5.12%) Web Services
7 62 (5.12%) XML
8 59 (4.87%) HTML5
9 57 (4.71%) NumPy
10 51 (4.21%) CSS3
11 45 (3.72%) WPF
12 44 (3.63%) ASP.NET MVC
13 39 (3.22%) SciPy
14 37 (3.06%) WCF
15 36 (2.97%) Pandas
16 34 (2.81%) OpenGL
17 33 (2.73%) .NET Framework
17 33 (2.73%) JSP
18 32 (2.64%) SOAP
Miscellaneous
1 1030 (85.05%) Mathematics
2 905 (74.73%) Computer Science
3 243 (20.07%) Analytical Skills
4 218 (18.00%) Algorithms
5 191 (15.77%) Statistics
6 92 (7.60%) Visualisation
7 49 (4.05%) Hedge funds
8 40 (3.30%) Management Information System
9 39 (3.22%) Chemistry
10 37 (3.06%) Economics
11 30 (2.48%) Field-Programmable Gate Array
12 29 (2.39%) Embedded Systems
13 28 (2.31%) 3D Graphics
14 23 (1.90%) User Experience
15 22 (1.82%) Digital Media
16 21 (1.73%) Equities
17 19 (1.57%) Neural Network
17 19 (1.57%) VHDL
18 18 (1.49%) Fintech
19 16 (1.32%) Derivative
Operating Systems
1 231 (19.08%) Linux
2 81 (6.69%) Windows
3 78 (6.44%) Unix
4 25 (2.06%) Windows Server
5 22 (1.82%) Android
6 10 (0.83%) Apple iOS
7 7 (0.58%) Windows 7
8 6 (0.50%) CoreOS
9 5 (0.41%) Windows Server 2008
10 4 (0.33%) Mac OS X
10 4 (0.33%) Windows 8
11 3 (0.25%) CentOS
12 2 (0.17%) AIX
12 2 (0.17%) Debian
12 2 (0.17%) Oracle Linux
12 2 (0.17%) Ubuntu
12 2 (0.17%) Windows 10
12 2 (0.17%) Windows Server 2012
13 1 (0.083%) Embedded Linux
13 1 (0.083%) HPUX
Processes & Methodologies
1 359 (29.64%) Software Engineering
2 244 (20.15%) Agile Software Development
3 199 (16.43%) Machine Learning
4 184 (15.19%) Analytics
5 176 (14.53%) OO
6 78 (6.44%) MVC
7 77 (6.36%) TDD
8 73 (6.03%) Scrum
9 72 (5.95%) Open Source
10 70 (5.78%) SDLC
11 69 (5.70%) Multithreading
12 66 (5.45%) Low Latency
13 64 (5.28%) Data Analysis
13 64 (5.28%) Data Analytics
14 61 (5.04%) Unit Testing
15 60 (4.95%) OOD
16 51 (4.21%) OOP
17 49 (4.05%) Continuous Integration
17 49 (4.05%) Project Management
18 42 (3.47%) Signal Processing
Programming Languages
1 448 (36.99%) Python
2 446 (36.83%) C++
3 390 (32.20%) Java
4 347 (28.65%) C#
5 322 (26.59%) SQL
6 218 (18.00%) C
7 149 (12.30%) R
8 132 (10.90%) JavaScript
9 69 (5.70%) Scala
10 63 (5.20%) Ruby
11 50 (4.13%) MATLAB
12 49 (4.05%) Perl
13 26 (2.15%) Bash Shell
13 26 (2.15%) VBA
14 22 (1.82%) VB.NET
15 21 (1.73%) Shell Script
16 19 (1.57%) PHP
16 19 (1.57%) VB
17 18 (1.49%) PL/SQL
18 15 (1.24%) T-SQL
Qualifications
1 868 (71.68%) Degree
2 235 (19.41%) PhD
3 59 (4.87%) Security Cleared
4 27 (2.23%) SC Cleared
5 19 (1.57%) DV Cleared
6 11 (0.91%) Microsoft Certification
6 11 (0.91%) Postgraduate
7 10 (0.83%) ISEB
7 10 (0.83%) ISTQB
8 8 (0.66%) OCP
8 8 (0.66%) Oracle Certification
9 7 (0.58%) MCAD
9 7 (0.58%) MCPD
9 7 (0.58%) MCSD
9 7 (0.58%) MCTS
10 4 (0.33%) ISTQB Foundation Certification
11 3 (0.25%) CCIE
11 3 (0.25%) CCNP
11 3 (0.25%) Cisco Certification
12 2 (0.17%) CEH
Quality Assurance & Compliance
1 32 (2.64%) QA
2 6 (0.50%) FATCA
2 6 (0.50%) SLA
3 5 (0.41%) Def Stans
4 4 (0.33%) Data Quality
5 3 (0.25%) TickIT
6 2 (0.17%) IEC 61508
6 2 (0.17%) ISO 9000
7 1 (0.083%) DICOM
7 1 (0.083%) ISO 9001
7 1 (0.083%) ISO/IEC 27001
7 1 (0.083%) ISO22301
7 1 (0.083%) ISO27005
7 1 (0.083%) MISRA
7 1 (0.083%) MISRA C
7 1 (0.083%) SDET
System Software
1 21 (1.73%) Docker
1 21 (1.73%) HDFS
2 20 (1.65%) Firmware
3 10 (0.83%) VMware Infrastructure
4 8 (0.66%) Oracle RAC
5 4 (0.33%) KVM
6 3 (0.25%) Active Directory
6 3 (0.25%) Ceph
7 2 (0.17%) Apache ZooKeeper
7 2 (0.17%) Hyper-V
7 2 (0.17%) VMware ESX
8 1 (0.083%) BitLocker
Systems Management
1 20 (1.65%) Mesos
2 11 (0.91%) Data Guard
3 9 (0.74%) Oracle RMAN
4 6 (0.50%) Ansible
5 5 (0.41%) Opscode Chef
5 5 (0.41%) Puppet
6 2 (0.17%) Graphite
6 2 (0.17%) HAProxy
6 2 (0.17%) logstash
6 2 (0.17%) Microsoft Data Protection Manager
6 2 (0.17%) Nessus
6 2 (0.17%) Nmap
6 2 (0.17%) SCOrch
6 2 (0.17%) StatsD
7 1 (0.083%) HP Quality Center
7 1 (0.083%) Oracle Enterprise Manager
Vendors
1 97 (8.01%) Oracle
2 56 (4.62%) Microsoft
3 52 (4.29%) Google
4 25 (2.06%) Tableau
5 17 (1.40%) Facebook
6 14 (1.16%) Omniture
7 11 (0.91%) VMware
8 10 (0.83%) Cisco
9 8 (0.66%) StreamBase
10 7 (0.58%) Actian
11 6 (0.50%) Lattice Semiconductor
12 5 (0.41%) Agilent
12 5 (0.41%) EMC
12 5 (0.41%) Juniper
12 5 (0.41%) Pega
12 5 (0.41%) Red Hat
12 5 (0.41%) SAP
13 4 (0.33%) Aruba
13 4 (0.33%) Hitachi
13 4 (0.33%) NetApp
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 16 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 15 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 15 hours ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum + training + benefits
Posted: 15 hours ago
London
Reward Recruitment
Salary: From £35,000 to £55,000 per annum
Posted: 10 hours ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £40000 per annum, plus Bonus, 27 days holiday, Pension
Posted: 11 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £20000 - £30000 per annum + Hands On Training!
Posted: 11 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £20000 - £30000 per annum + Interview slots available!
Posted: 10 hours ago
North West London
Executive Recruitment Services (ERS)
Salary: £50000 - £55000 per annum + Benefits
Posted: 10 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £32000.00 per annum + Benefits
Posted: 14 hours ago
Warrington, Cheshire
ENTERPRISE RECRUITMENT LTD
Salary: From £40,000 to £45,000 per annum
Posted: 11 hours ago
Cambridge, Cambridgeshire
Hydrogen Group
Posted: 12 hours ago
London
McGregor Boyall
Salary: £70000 - £110000 per annum + package
Posted: 10 hours ago
London
Harvey Nash plc
Salary: £50000 - £63000 per annum
Posted: 15 hours ago
Kings Langley, Hertfordshire
ENTERPRISE RECRUITMENT LTD
Salary: Competitive
Posted: 11 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 12 hours ago
City, London
Intelletec
Posted: 9 hours ago
Hertford, Hertfordshire
Understanding Recruitment
Salary: £20000 - £25000 per annum + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 13 hours ago
Central London / West End
IT Connections
Salary: £35,000 to £45,000
Posted: 4 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
Chertsey, Surrey
Understanding Recruitment
Salary: £30000 - £41000 per annum + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Blue Glue
Salary: From £40,000 to £65,000 per annum
Posted: 4 days ago
Watford, Hertfordshire
Understanding Recruitment
Salary: £20000.00 - £24000.00 per annum + benefits
Posted: 2 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £30000 - £34000 per annum + Benefits
Posted: Yesterday
London
Harrington Starr
Salary: £40000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £55000 per annum + bonus + bens
Posted: 4 days ago
Southampton, Hampshire
Executive Recruitment Services (ERS)
Posted: 5 days ago
Southampton, Hampshire
Executive Recruitment Services (ERS)
Posted: 5 days ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £35,000
Posted: 4 days ago