The following table provides summary statistics for permanent job vacancies advertised in 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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Physics
UK / England
Rank 340 431 520
Rank change year-on-year +91 +89  
Permanent jobs citing Physics 694 652 472
As % of all permanent IT jobs advertised in England 0.87% 0.67% 0.47%
As % of the Processes & Methodologies category 0.98% 0.76% 0.54%
Number of salaries quoted 580 505 389
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.55% +12.50%  
90% offered a salary of more than £27,500 £26,000 £26,950
10% offered a salary of more than £70,500 £85,000 £67,500
UK excluding London median salary £40,000 £42,000 £38,564
% change year-on-year -4.76% +8.90%  

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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 70819 85904 87927
As % of all permanent IT job vacancies advertised in England 89.12% 88.61% 86.98%
Number of salaries quoted 58715 71854 71888
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Physics
Job Vacancy Trend in England

The job posting trend of jobs advertised in 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 England

Physics
Salary Trend in England

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

Salary trend for Physics in England

Physics
Salary Histogram in England

The salary distribution of IT jobs citing Physics in England over the 3 months to 27 March 2017.

Salary histogram for Physics 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 27 March 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
London +35 267 £52,500 -6.66% 38
East of England +71 159 £37,500 +10.29% 27
South East +66 114 £46,000 +8.23% 16
North West +32 68 £53,573 +15.83% 5
West Midlands +42 33 £33,000 +3.12% 4
South West -3 30 £37,500 -10.71% 8
East Midlands +25 24 £42,500 +6.25% 4
Yorkshire +18 7 £35,000 -17.64% 5
North East +11 5 £32,500 +30.00% 1
Physics
UK

Physics
Top 30 Related IT Skills in England

For the 6 months to 27 March 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 England region with a requirement for Physics.

1 1073 (77.08%) Mathematics
2 952 (68.39%) Computer Science
3 908 (65.23%) Degree
4 657 (47.20%) C++
5 514 (36.93%) Python
6 456 (32.76%) Java
7 450 (32.33%) Software Engineering
8 383 (27.51%) C#
9 346 (24.86%) Finance
10 332 (23.85%) PhD
11 282 (20.26%) Linux
12 279 (20.04%) Machine Learning
13 269 (19.32%) Algorithms
14 257 (18.46%) C
15 236 (16.95%) SQL
16 217 (15.59%) Analytical Skills
17 200 (14.37%) .NET
18 192 (13.79%) Analytics
19 183 (13.15%) R
20 180 (12.93%) MATLAB
21 162 (11.64%) OO
22 159 (11.42%) Windows
23 157 (11.28%) JavaScript
24 147 (10.56%) Agile Software Development
25 146 (10.49%) Statistics
26 135 (9.70%) Big Data
27 121 (8.69%) Banking
28 119 (8.55%) Electronics
29 108 (7.76%) ASP.NET
30 106 (7.61%) Telecoms

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 78 (5.60%) Apache Spark
2 36 (2.59%) Apache
3 25 (1.80%) SAS
4 11 (0.79%) Elasticsearch
4 11 (0.79%) JBoss
5 10 (0.72%) Tomcat
6 9 (0.65%) Confluence
6 9 (0.65%) Drupal
7 8 (0.57%) Moodle
8 6 (0.43%) Jupyter
8 6 (0.43%) Oracle Service Bus
9 5 (0.36%) SharePoint
10 3 (0.22%) Apache Solr
10 3 (0.22%) Cloud Foundry
11 2 (0.14%) OpenStack
12 1 (0.072%) Apache Pig
12 1 (0.072%) CloudStack
12 1 (0.072%) nginx
12 1 (0.072%) Skype for Business
12 1 (0.072%) WordPress
Applications
1 49 (3.52%) MS Excel
2 28 (2.01%) MS Office
3 21 (1.51%) SPSS
4 16 (1.15%) MS Visio
5 14 (1.01%) MS PowerPoint
6 10 (0.72%) Simulink
7 8 (0.57%) Camtasia
7 8 (0.57%) Snagit
8 4 (0.29%) 3ds Max
8 4 (0.29%) Maya
8 4 (0.29%) SOLIDWORKS
9 3 (0.22%) AutoCAD
9 3 (0.22%) Mathcad
10 2 (0.14%) Maple
10 2 (0.14%) Stateflow
11 1 (0.072%) Blender
11 1 (0.072%) MS Project
11 1 (0.072%) SPSS Modeler
Business Applications
1 4 (0.29%) SAP Oil and Gas
2 3 (0.22%) Infor M3
3 1 (0.072%) Advent Geneva
3 1 (0.072%) SAP ERP
Cloud Services
1 50 (3.59%) Amazon AWS
2 35 (2.51%) Microsoft Azure
3 19 (1.36%) SaaS
4 14 (1.01%) Amazon S3
5 11 (0.79%) GitHub
6 10 (0.72%) Google Cloud Platform
7 9 (0.65%) Office 365
8 6 (0.43%) Google Analytics
9 5 (0.36%) Amazon EC2
10 4 (0.29%) Slack
11 3 (0.22%) Amazon Kinesis
11 3 (0.22%) Cloud Computing
11 3 (0.22%) Google App Engine
12 2 (0.14%) Amazon EMR
12 2 (0.14%) AWS Lambda
13 1 (0.072%) Amazon CloudWatch
13 1 (0.072%) AWS CloudFormation
13 1 (0.072%) AWS CloudTrail
13 1 (0.072%) AWS Elastic Beanstalk
13 1 (0.072%) Virtual Private Cloud
Communications & Networking
1 43 (3.09%) TCP/IP
2 32 (2.30%) Ethernet
3 22 (1.58%) Firewall
4 19 (1.36%) Internet
5 13 (0.93%) Network Security
6 12 (0.86%) RS-232
7 11 (0.79%) InfiniBand
8 9 (0.65%) SSH
9 7 (0.50%) NAS
10 5 (0.36%) DWDM
11 4 (0.29%) Bluetooth
11 4 (0.29%) Wireless
12 3 (0.22%) HTTP
12 3 (0.22%) Junos
12 3 (0.22%) Modbus
12 3 (0.22%) SDH
12 3 (0.22%) WAN
12 3 (0.22%) Wi-Fi
12 3 (0.22%) ZigBee
13 2 (0.14%) GSM
Database & Business Intelligence
1 135 (9.70%) Big Data
2 100 (7.18%) SQL Server
3 64 (4.60%) Hadoop
4 60 (4.31%) NoSQL
5 55 (3.95%) Data Mining
6 45 (3.23%) MongoDB
7 38 (2.73%) Relational Database
8 26 (1.87%) RDBMS
9 21 (1.51%) PostgreSQL
10 17 (1.22%) SQL Server 2014
11 14 (1.01%) Apache Cassandra
11 14 (1.01%) MySQL
11 14 (1.01%) SQL Server 2012
12 13 (0.93%) OLAP
13 12 (0.86%) Data Warehouse
14 11 (0.79%) HBase
15 10 (0.72%) Apache Hive
16 9 (0.65%) Amazon Redshift
16 9 (0.65%) BusinessObjects
16 9 (0.65%) Neo4j
Development Applications
1 65 (4.67%) Git (software)
2 62 (4.45%) Visual Studio
3 40 (2.87%) Subversion
4 34 (2.44%) LabVIEW
5 31 (2.23%) Jenkins
6 14 (1.01%) Atlassian Bamboo
7 12 (0.86%) Team Foundation Server
8 11 (0.79%) CMake
9 10 (0.72%) Rational DOORS
10 9 (0.65%) Gradle
10 9 (0.65%) Travis CI
11 7 (0.50%) Cucumber
11 7 (0.50%) Maven
11 7 (0.50%) Microsoft Blend
11 7 (0.50%) MSI
11 7 (0.50%) MSTest
11 7 (0.50%) NuGet
11 7 (0.50%) NUnit
11 7 (0.50%) WiX
12 6 (0.43%) JIRA
General
1 346 (24.86%) Finance
2 121 (8.69%) Banking
3 119 (8.55%) Electronics
4 106 (7.61%) Telecoms
5 86 (6.18%) Games
6 58 (4.17%) Automotive
7 55 (3.95%) Front Office
8 47 (3.38%) Marketing
9 38 (2.73%) Aerospace
10 37 (2.66%) Investment Banking
11 32 (2.30%) Manufacturing
12 27 (1.94%) Retail
13 20 (1.44%) Pharmaceutical
14 18 (1.29%) Multimedia
15 12 (0.86%) Advertising
16 9 (0.65%) Financial Institution
17 8 (0.57%) Spanish Language
18 7 (0.50%) French Language
19 6 (0.43%) German Language
19 6 (0.43%) Local Government
Job Titles
1 471 (33.84%) Developer
2 246 (17.67%) Graduate
3 232 (16.67%) Software Engineer
4 180 (12.93%) Analyst
5 172 (12.36%) C++ Developer
6 170 (12.21%) Software Developer
7 150 (10.78%) Data Scientist
8 110 (7.90%) C++ Software Engineer
9 93 (6.68%) C++ Software Developer
10 91 (6.54%) Junior
11 85 (6.11%) Graduate Analyst
12 76 (5.46%) C# Developer
13 66 (4.74%) Senior Developer
14 63 (4.53%) Java Developer
15 57 (4.09%) Consultant
16 53 (3.81%) Graduate Software Engineer
17 52 (3.74%) Junior Developer
18 48 (3.45%) Web Developer
19 47 (3.38%) Quantitative Developer
20 43 (3.09%) Graduate Developer
Libraries, Frameworks & Software Standards
1 200 (14.37%) .NET
2 108 (7.76%) ASP.NET
3 92 (6.61%) HTML
4 74 (5.32%) CSS
5 64 (4.60%) AngularJS
6 63 (4.53%) OpenGL
7 57 (4.09%) Node.js
8 45 (3.23%) Qt
9 39 (2.80%) STL
10 38 (2.73%) jQuery
10 38 (2.73%) Web Services
11 35 (2.51%) Ajax
12 32 (2.30%) Boost C++ Libraries
13 28 (2.01%) REST
14 25 (1.80%) JSON
15 24 (1.72%) .NET Framework
16 22 (1.58%) OpenCV
17 21 (1.51%) HTML5
17 21 (1.51%) XML
18 20 (1.44%) ASP.NET MVC
Miscellaneous
1 952 (68.39%) Computer Science
2 269 (19.32%) Algorithms
3 217 (15.59%) Analytical Skills
4 46 (3.30%) Fintech
5 39 (2.80%) Enterprise Software
6 37 (2.66%) Data Structures
7 35 (2.51%) Embedded Systems
7 35 (2.51%) Robotics
8 33 (2.37%) Data Centre
9 30 (2.16%) Management Information System
10 24 (1.72%) 3D Graphics
11 23 (1.65%) Foreign Exchange (FX)
12 22 (1.58%) Derivative
12 22 (1.58%) NHS
13 20 (1.44%) Market Risk
14 18 (1.29%) Credit Risk
14 18 (1.29%) Mobile App
15 16 (1.15%) User Experience
16 15 (1.08%) CUDA
16 15 (1.08%) Hedge funds
Operating Systems
1 282 (20.26%) Linux
2 159 (11.42%) Windows
3 78 (5.60%) Unix
4 23 (1.65%) Android
5 19 (1.36%) Apple iOS
6 11 (0.79%) Ubuntu
7 10 (0.72%) Windows Server
8 9 (0.65%) Windows XP
9 8 (0.57%) Windows 7
9 8 (0.57%) Windows Embedded Compact
10 7 (0.50%) Mac OS
11 6 (0.43%) Embedded Linux
11 6 (0.43%) Mac OS X
11 6 (0.43%) Solaris
12 5 (0.36%) Red Hat Enterprise Linux
13 3 (0.22%) Windows 10
13 3 (0.22%) Windows 8
14 2 (0.14%) CentOS
15 1 (0.072%) VxWorks
Processes & Methodologies
1 1073 (77.08%) Mathematics
2 450 (32.33%) Software Engineering
3 279 (20.04%) Machine Learning
4 192 (13.79%) Analytics
5 162 (11.64%) OO
6 147 (10.56%) Agile Software Development
7 146 (10.49%) Statistics
8 85 (6.11%) Multithreading
9 81 (5.82%) Visualisation
10 75 (5.39%) Data Analysis
11 72 (5.17%) Risk Management
12 71 (5.10%) Project Management
13 70 (5.03%) SDLC
14 66 (4.74%) OOD
15 65 (4.67%) Data Visualisation
15 65 (4.67%) OOP
16 63 (4.53%) Mentoring
17 61 (4.38%) Open Source
18 59 (4.24%) Image Processing
19 58 (4.17%) Scrum
Programming Languages
1 657 (47.20%) C++
2 514 (36.93%) Python
3 456 (32.76%) Java
4 383 (27.51%) C#
5 257 (18.46%) C
6 236 (16.95%) SQL
7 183 (13.15%) R
8 180 (12.93%) MATLAB
9 157 (11.28%) JavaScript
10 93 (6.68%) Scala
11 62 (4.45%) Ruby
12 31 (2.23%) Perl
13 29 (2.08%) Shell Script
14 28 (2.01%) PHP
15 26 (1.87%) Embedded C
16 24 (1.72%) VBA
17 17 (1.22%) VB.NET
18 16 (1.15%) T-SQL
19 15 (1.08%) Bash Shell
19 15 (1.08%) Embedded C++
Qualifications
1 908 (65.23%) Degree
2 332 (23.85%) PhD
3 73 (5.24%) Security Cleared
4 18 (1.29%) SC Cleared
5 12 (0.86%) DV Cleared
5 12 (0.86%) Postgraduate
6 9 (0.65%) ITIL Certification
7 8 (0.57%) MAPM
8 7 (0.50%) Cisco Certification
9 6 (0.43%) APMP
9 6 (0.43%) CCNA
10 4 (0.29%) CISSP
10 4 (0.29%) GIAC
10 4 (0.29%) RHCE
11 3 (0.22%) CISM
11 3 (0.22%) ITIL Foundation Certificate
11 3 (0.22%) JNCIA
12 2 (0.14%) CEH
12 2 (0.14%) CHECK Team Member
12 2 (0.14%) SANS
Quality Assurance & Compliance
1 56 (4.02%) QA
2 18 (1.29%) ISO/IEC 27001
3 15 (1.08%) ISO/IEC 17799
4 13 (0.93%) JTAG
5 12 (0.86%) MiFID
6 9 (0.65%) Dodd-Frank
6 9 (0.65%) EMIR
7 8 (0.57%) HMG Security Policy Framework
8 7 (0.50%) SLA
9 5 (0.36%) ISO 9001
10 3 (0.22%) Data Quality
11 2 (0.14%) ISO 9000
11 2 (0.14%) TickIT
12 1 (0.072%) FISMA
12 1 (0.072%) IEC 61508
12 1 (0.072%) ISO13485
12 1 (0.072%) MISRA
12 1 (0.072%) MISRA C
12 1 (0.072%) PCI DSS
12 1 (0.072%) PMO
System Software
1 35 (2.51%) Firmware
2 16 (1.15%) VMware Infrastructure
3 15 (1.08%) Docker
4 8 (0.57%) OpenSSH
5 7 (0.50%) HDFS
6 6 (0.43%) Active Directory
6 6 (0.43%) Oracle RAC
7 4 (0.29%) Virtual Machines
8 3 (0.22%) Apache Flume
9 2 (0.14%) Shibboleth
9 2 (0.14%) Veritas Cluster Server
9 2 (0.14%) Xen
9 2 (0.14%) XenServer
10 1 (0.072%) KVM
10 1 (0.072%) LXC
10 1 (0.072%) Slurm Workload Manager
10 1 (0.072%) VirtualBox
Systems Management
1 15 (1.08%) Puppet
2 12 (0.86%) Ansible
3 11 (0.79%) Opscode Chef
4 10 (0.72%) Nmap
5 9 (0.65%) Kibana
5 9 (0.65%) logstash
5 9 (0.65%) Nagios
6 8 (0.57%) Graphite
6 8 (0.57%) Salt
7 6 (0.43%) Enterprise Manager Cloud Control
7 6 (0.43%) Oracle Enterprise Manager
7 6 (0.43%) Oracle RMAN
8 3 (0.22%) Ambari
8 3 (0.22%) Mesos
8 3 (0.22%) Oozie
9 2 (0.14%) Kubernetes
9 2 (0.14%) Nessus
10 1 (0.072%) Backup Exec
10 1 (0.072%) SCCM
10 1 (0.072%) StatsD
Vendors
1 62 (4.45%) Microsoft
2 51 (3.66%) Oracle
3 34 (2.44%) Tableau
4 23 (1.65%) VMware
5 16 (1.15%) Cisco
6 15 (1.08%) Google
7 9 (0.65%) Citrix
8 8 (0.57%) AppDynamics
8 8 (0.57%) Apple
8 8 (0.57%) Splunk
9 7 (0.50%) Cloudera
9 7 (0.50%) Hortonworks
9 7 (0.50%) NetApp
9 7 (0.50%) SAP
10 6 (0.43%) BT
11 5 (0.36%) EMC
11 5 (0.36%) Juniper
12 4 (0.29%) MapR
12 4 (0.29%) VocaLink
13 3 (0.22%) StreamBase
Tamworth, Staffordshire
SYSTEM RECRUITMENT LTD
Salary: £30000 - £50000 per annum
Posted: 11 hours ago
City, London
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 11 hours ago
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 hours ago
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 10 hours ago
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 10 hours ago
Oxford, Oxfordshire
Tindall IT Resourcing
Salary: From £40,000 to £55,000 per annum GBP 45 - 55K +Many benefits
Posted: 6 hours ago
Skipton, North Yorkshire
SYSTEM RECRUITMENT LTD
Salary: £35000 - £45000 per annum
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: Up to £65,000 + Bonus
Posted: 6 hours ago
City, London
Understanding Recruitment
Salary: £45000.00 - £50000.00 per annum + benefits
Posted: 15 hours ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £70000 per annum
Posted: 4 hours ago
East London
Understanding Recruitment
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Linux Recruit
Salary: From £35,000 to £50,000 per annum
Posted: 5 hours ago
City, London
Accenture
Salary: Up to £56,300 per annum depending on experience
Posted: 6 hours ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 3 days ago
London
TEKsystems
Salary: £80000 - £120000 per annum + Bonus and Benefits
Posted: 2 days ago
Runcorn, Cheshire
Applause IT Innovation
Salary: £18000 - £25000 per annum + bens
Posted: 2 days ago
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: Yesterday
West Midlands
IT Connections
Salary: to £45000
Posted: 3 days ago
Manchester, Lancashire
Saxon Recruitment Solutions
Salary: £30000 - £45000 per annum + Benefits + Bonus
Posted: 10 hours ago
London
Durlston Partners
Salary: Up to £85,000 per annum + Bonus + Benefits
Posted: Yesterday
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £40,000
Posted: 3 days ago
Northampton, Northamptonshire
IT Connections
Salary: £35,000 to £45,000
Posted: 3 days ago
Central London / West End
IT Connections
Salary: £30,000 to £40,000
Posted: 3 days ago
Woking, Surrey
Informatiq Consulting
Salary: £Excellent + package
Posted: 6 days ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum + training + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 6 days ago
Oxford, Oxfordshire
Real Time Recruitment Solutions
Salary: 50,000 - 60,000
Posted: 3 days ago
South West London
Quant Capital
Salary: 60,000.00 + benefits and bonus
Posted: 3 days ago
Cambridge, Cambridgeshire
Technical Futures
Salary: Excellent Package
Posted: 6 days ago
Skipton, North Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £45000 per annum + Excellent Benefits!
Posted: 6 days ago