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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Physics
UK / England
Rank 320 434 531
Rank change year-on-year
+114 +97
Permanent jobs citing Physics 706 619 441
As % of all permanent IT jobs located in England 0.90% 0.65% 0.44%
As % of the Miscellaneous category 2.21% 1.51% 1.09%
Number of salaries quoted 584 478 370
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 £26,500
10% offered a salary of more than £65,554 £85,000 £67,500
UK excluding London median salary £40,000 £42,500 £37,500
% change year-on-year
-5.88% +13.33%

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
31908 40880 40557
As % of all permanent IT jobs located in England 40.82% 42.82% 40.90%
Number of salaries quoted 26076 33258 33006
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £30,000 £27,780
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 19 February 2017.

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 19 February 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 +28 280 £53,750 -2.27% 48
East of England +70 156 £35,000 -2.77% 35
South East +96 126 £42,500 - 24
North West +29 62 £53,573 +2.04% 4
South West +13 38 £37,500 -10.71% 3
West Midlands +37 21 £27,500 -45.00% 2
Yorkshire +35 12 £35,000 +66.66% 4
East Midlands +14 11 £37,500 -6.25% 1
North East +13 10 £35,000 -12.50%
Physics
UK

Physics
Top 30 Related IT Skills in England

For the 6 months to 19 February 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 1034 (76.65%) Mathematics
2 929 (68.87%) Computer Science
3 896 (66.42%) Degree
4 631 (46.78%) C++
5 462 (34.25%) Python
6 435 (32.25%) Software Engineering
7 432 (32.02%) Java
8 375 (27.80%) C#
9 324 (24.02%) Finance
10 293 (21.72%) PhD
11 270 (20.01%) C
12 252 (18.68%) Linux
13 248 (18.38%) Algorithms
14 240 (17.79%) SQL
15 234 (17.35%) Machine Learning
16 224 (16.60%) .NET
17 194 (14.38%) Analytical Skills
18 170 (12.60%) Analytics
19 162 (12.01%) R
20 157 (11.64%) JavaScript
21 146 (10.82%) MATLAB
22 145 (10.75%) Agile Software Development
23 144 (10.67%) OO
24 139 (10.30%) Windows
25 132 (9.79%) ASP.NET
26 125 (9.27%) Statistics
27 118 (8.75%) Electronics
28 117 (8.67%) Banking
29 106 (7.86%) SQL Server
30 99 (7.34%) Big Data

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 70 (5.19%) Apache Spark
2 29 (2.15%) Apache
3 25 (1.85%) SAS
4 14 (1.04%) JBoss
5 13 (0.96%) Elasticsearch
6 10 (0.74%) Tomcat
7 9 (0.67%) Confluence
7 9 (0.67%) Drupal
8 8 (0.59%) SharePoint
9 6 (0.44%) Jupyter
10 5 (0.37%) IIS
10 5 (0.37%) Moodle
10 5 (0.37%) OpenStack
10 5 (0.37%) Oracle Service Bus
11 4 (0.30%) CloudStack
12 3 (0.22%) Apache Solr
12 3 (0.22%) Cloud Foundry
13 2 (0.15%) MS Exchange
13 2 (0.15%) Skype for Business
14 1 (0.074%) NServiceBus
Applications
1 47 (3.48%) MS Excel
2 31 (2.30%) MS Office
3 24 (1.78%) SPSS
4 21 (1.56%) MS Visio
5 14 (1.04%) MS PowerPoint
6 7 (0.52%) Simulink
7 5 (0.37%) Camtasia
7 5 (0.37%) Snagit
8 4 (0.30%) AutoCAD
8 4 (0.30%) SOLIDWORKS
9 2 (0.15%) 3ds Max
9 2 (0.15%) Maya
9 2 (0.15%) Stateflow
10 1 (0.074%) Blender
10 1 (0.074%) Maple
10 1 (0.074%) MS Project
10 1 (0.074%) Spreadsheet
Business Applications
1 3 (0.22%) Infor M3
1 3 (0.22%) SAP Oil and Gas
2 2 (0.15%) SAP ERP
3 1 (0.074%) Advent Geneva
Cloud Services
1 58 (4.30%) Amazon AWS
2 44 (3.26%) Microsoft Azure
3 26 (1.93%) SaaS
4 16 (1.19%) Amazon S3
5 12 (0.89%) GitHub
6 10 (0.74%) Office 365
7 8 (0.59%) Google Cloud Platform
8 5 (0.37%) Amazon EC2
8 5 (0.37%) Cloud Computing
8 5 (0.37%) Google Analytics
9 4 (0.30%) Amazon Kinesis
9 4 (0.30%) Slack
10 3 (0.22%) AWS Lambda
10 3 (0.22%) Google App Engine
11 2 (0.15%) Amazon CloudWatch
11 2 (0.15%) AWS CloudFormation
11 2 (0.15%) AWS Elastic Beanstalk
11 2 (0.15%) CloudFront
11 2 (0.15%) G Suite
11 2 (0.15%) Virtual Private Cloud
Communications & Networking
1 44 (3.26%) TCP/IP
2 27 (2.00%) Ethernet
3 25 (1.85%) Firewall
4 21 (1.56%) Internet
5 14 (1.04%) Network Security
6 9 (0.67%) SSH
7 7 (0.52%) RS-232
8 6 (0.44%) InfiniBand
9 5 (0.37%) DWDM
9 5 (0.37%) HTTP
10 4 (0.30%) Junos
10 4 (0.30%) Wireless
11 3 (0.22%) Bluetooth
11 3 (0.22%) Modbus
11 3 (0.22%) NAS
11 3 (0.22%) SDH
11 3 (0.22%) WAN
11 3 (0.22%) Wi-Fi
12 2 (0.15%) GSM
12 2 (0.15%) LAN
Database & Business Intelligence
1 106 (7.86%) SQL Server
2 99 (7.34%) Big Data
3 62 (4.60%) NoSQL
4 57 (4.23%) Hadoop
5 47 (3.48%) Data Mining
6 41 (3.04%) MongoDB
7 38 (2.82%) Relational Database
8 26 (1.93%) RDBMS
9 20 (1.48%) PostgreSQL
10 18 (1.33%) SQL Server 2014
11 17 (1.26%) Apache Cassandra
12 16 (1.19%) Data Warehouse
13 15 (1.11%) MySQL
14 14 (1.04%) SQL Server 2012
15 13 (0.96%) OLAP
16 12 (0.89%) SQL Server 2016
17 9 (0.67%) BusinessObjects
17 9 (0.67%) HBase
18 8 (0.59%) Apache Hive
18 8 (0.59%) Neo4j
Development Applications
1 68 (5.04%) Git (software)
2 52 (3.85%) Visual Studio
3 43 (3.19%) Subversion
4 37 (2.74%) Jenkins
5 24 (1.78%) LabVIEW
6 14 (1.04%) Atlassian Bamboo
7 11 (0.82%) CMake
7 11 (0.82%) Rational DOORS
8 10 (0.74%) Cucumber
8 10 (0.74%) Team Foundation Server
9 9 (0.67%) Gradle
9 9 (0.67%) Travis CI
10 7 (0.52%) Maven
11 6 (0.44%) JIRA
11 6 (0.44%) NUnit
11 6 (0.44%) Rational Rhapsody
11 6 (0.44%) Selenium
12 5 (0.37%) FitNesse
12 5 (0.37%) Mocha
12 5 (0.37%) TestNG
General
1 324 (24.02%) Finance
2 118 (8.75%) Electronics
3 117 (8.67%) Banking
4 97 (7.19%) Telecoms
5 84 (6.23%) Games
6 55 (4.08%) Automotive
7 40 (2.97%) Marketing
8 39 (2.89%) Front Office
9 35 (2.59%) Aerospace
10 32 (2.37%) Manufacturing
11 27 (2.00%) Investment Banking
12 22 (1.63%) Retail
13 19 (1.41%) Pharmaceutical
14 18 (1.33%) Multimedia
15 14 (1.04%) Spanish Language
16 12 (0.89%) German Language
17 11 (0.82%) Financial Institution
17 11 (0.82%) French Language
18 9 (0.67%) Advertising
19 7 (0.52%) Local Government
Job Titles
1 480 (35.58%) Developer
2 251 (18.61%) Graduate
3 225 (16.68%) Software Engineer
4 184 (13.64%) Analyst
5 183 (13.57%) Software Developer
6 179 (13.27%) C++ Developer
7 122 (9.04%) Data Scientist
8 96 (7.12%) C++ Software Developer
9 90 (6.67%) Graduate Analyst
9 90 (6.67%) Junior
10 85 (6.30%) C++ Software Engineer
11 75 (5.56%) C# Developer
12 69 (5.11%) Senior Developer
13 59 (4.37%) Java Developer
14 55 (4.08%) Consultant
14 55 (4.08%) Graduate Software Engineer
15 52 (3.85%) Junior Developer
16 48 (3.56%) Graduate Developer
16 48 (3.56%) Quantitative Developer
17 45 (3.34%) Architect
Libraries, Frameworks & Software Standards
1 224 (16.60%) .NET
2 132 (9.79%) ASP.NET
3 95 (7.04%) HTML
4 72 (5.34%) CSS
5 67 (4.97%) AngularJS
6 60 (4.45%) OpenGL
7 55 (4.08%) Node.js
8 45 (3.34%) Qt
9 42 (3.11%) Web Services
10 34 (2.52%) Ajax
10 34 (2.52%) jQuery
10 34 (2.52%) STL
11 31 (2.30%) Boost C++ Libraries
11 31 (2.30%) HTML5
12 30 (2.22%) ASP.NET MVC
13 29 (2.15%) JSON
13 29 (2.15%) REST
14 22 (1.63%) OpenCV
15 21 (1.56%) .NET Framework
15 21 (1.56%) ASP.NET Web API
Miscellaneous
1 1034 (76.65%) Mathematics
2 929 (68.87%) Computer Science
3 248 (18.38%) Algorithms
4 194 (14.38%) Analytical Skills
5 125 (9.27%) Statistics
6 58 (4.30%) Visualisation
7 46 (3.41%) Enterprise Software
8 45 (3.34%) Fintech
9 41 (3.04%) Data Centre
10 38 (2.82%) Management Information System
11 36 (2.67%) Embedded Systems
12 34 (2.52%) Robotics
13 33 (2.45%) Artificial Intelligence
14 29 (2.15%) Data Structures
15 27 (2.00%) 3D Graphics
15 27 (2.00%) NHS
16 25 (1.85%) Economics
17 24 (1.78%) Chemistry
17 24 (1.78%) Foreign Exchange (FX)
18 21 (1.56%) Biology
Operating Systems
1 252 (18.68%) Linux
2 139 (10.30%) Windows
3 75 (5.56%) Unix
4 19 (1.41%) Android
5 13 (0.96%) Apple iOS
6 9 (0.67%) Embedded Linux
7 7 (0.52%) Windows Server
7 7 (0.52%) Windows XP
8 6 (0.44%) Mac OS X
9 5 (0.37%) Windows 10
9 5 (0.37%) Windows 8
10 4 (0.30%) Ubuntu
10 4 (0.30%) Windows 7
11 3 (0.22%) Red Hat Enterprise Linux
11 3 (0.22%) Solaris
11 3 (0.22%) Windows Embedded Compact
12 2 (0.15%) CentOS
12 2 (0.15%) Mac OS
13 1 (0.074%) VxWorks
Processes & Methodologies
1 435 (32.25%) Software Engineering
2 234 (17.35%) Machine Learning
3 170 (12.60%) Analytics
4 145 (10.75%) Agile Software Development
5 144 (10.67%) OO
6 91 (6.75%) Multithreading
7 73 (5.41%) Risk Management
7 73 (5.41%) SDLC
8 68 (5.04%) OOD
9 65 (4.82%) Mentoring
10 64 (4.74%) Project Management
11 60 (4.45%) Data Analysis
11 60 (4.45%) Open Source
12 59 (4.37%) Scrum
13 57 (4.23%) OOP
14 53 (3.93%) Data Analytics
14 53 (3.93%) Data Visualisation
15 51 (3.78%) ITIL
15 51 (3.78%) Web Development
16 50 (3.71%) Human Factors
Programming Languages
1 631 (46.78%) C++
2 462 (34.25%) Python
3 432 (32.02%) Java
4 375 (27.80%) C#
5 270 (20.01%) C
6 240 (17.79%) SQL
7 162 (12.01%) R
8 157 (11.64%) JavaScript
9 146 (10.82%) MATLAB
10 86 (6.38%) Scala
11 63 (4.67%) Ruby
12 32 (2.37%) PHP
13 28 (2.08%) Perl
13 28 (2.08%) VBA
14 25 (1.85%) Embedded C
15 21 (1.56%) F#
15 21 (1.56%) Shell Script
16 18 (1.33%) VB.NET
17 16 (1.19%) Go
18 15 (1.11%) Bash Shell
Qualifications
1 896 (66.42%) Degree
2 293 (21.72%) PhD
3 72 (5.34%) Security Cleared
4 17 (1.26%) SC Cleared
5 14 (1.04%) DV Cleared
5 14 (1.04%) Postgraduate
6 9 (0.67%) Cisco Certification
6 9 (0.67%) CISSP
6 9 (0.67%) ITIL Certification
7 8 (0.59%) CISM
7 8 (0.59%) MAPM
8 7 (0.52%) APMP
8 7 (0.52%) CCNA
9 4 (0.30%) GIAC
9 4 (0.30%) ITIL Foundation Certificate
9 4 (0.30%) JNCIA
10 3 (0.22%) CEH
10 3 (0.22%) CREST Certified
10 3 (0.22%) OSCP
10 3 (0.22%) RHCE
Quality Assurance & Compliance
1 54 (4.00%) QA
2 23 (1.70%) ISO/IEC 27001
3 17 (1.26%) ISO/IEC 17799
4 14 (1.04%) JTAG
5 12 (0.89%) SLA
6 11 (0.82%) HMG Security Policy Framework
6 11 (0.82%) MiFID
7 8 (0.59%) Dodd-Frank
7 8 (0.59%) EMIR
8 3 (0.22%) ISO 9001
9 2 (0.15%) Data Quality
9 2 (0.15%) FISMA
9 2 (0.15%) IEC 61508
9 2 (0.15%) PCI DSS
10 1 (0.074%) ISO13485
10 1 (0.074%) MISRA
10 1 (0.074%) MISRA C
10 1 (0.074%) TickIT
System Software
1 35 (2.59%) Firmware
2 24 (1.78%) Docker
3 15 (1.11%) VMware Infrastructure
4 8 (0.59%) OpenSSH
5 7 (0.52%) Active Directory
6 5 (0.37%) HDFS
6 5 (0.37%) Oracle RAC
6 5 (0.37%) Virtual Machines
7 3 (0.22%) Apache Flume
7 3 (0.22%) Xen
8 2 (0.15%) Shibboleth
8 2 (0.15%) XenServer
9 1 (0.074%) KVM
9 1 (0.074%) LXC
9 1 (0.074%) Slurm Workload Manager
Systems Management
1 16 (1.19%) Ansible
1 16 (1.19%) Opscode Chef
1 16 (1.19%) Puppet
2 11 (0.82%) Nmap
2 11 (0.82%) Salt
3 10 (0.74%) Nagios
4 9 (0.67%) Kibana
4 9 (0.67%) logstash
5 8 (0.59%) Graphite
6 5 (0.37%) Enterprise Manager Cloud Control
6 5 (0.37%) Oracle Enterprise Manager
6 5 (0.37%) Oracle RMAN
7 4 (0.30%) Mesos
8 3 (0.22%) Ambari
8 3 (0.22%) Nessus
8 3 (0.22%) Oozie
9 2 (0.15%) Kubernetes
10 1 (0.074%) HP Operations Orchestration
10 1 (0.074%) StatsD
Vendors
1 62 (4.60%) Microsoft
2 49 (3.63%) Oracle
3 37 (2.74%) Tableau
4 22 (1.63%) VMware
5 16 (1.19%) Cisco
6 15 (1.11%) Google
7 9 (0.67%) Citrix
7 9 (0.67%) EMC
8 8 (0.59%) AppDynamics
8 8 (0.59%) Splunk
9 7 (0.52%) SAP
10 6 (0.44%) BT
10 6 (0.44%) Juniper
11 5 (0.37%) Apple
11 5 (0.37%) Cloudera
11 5 (0.37%) Hortonworks
11 5 (0.37%) StreamBase
12 4 (0.30%) VocaLink
13 3 (0.22%) Actel
13 3 (0.22%) Xilinx
City, London
Understanding Recruitment
Salary: £30000 - £40000 per annum
Posted: 13 hours ago
Central London / West End
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Good Benefits (e.g. pension, gener
Posted: 15 hours ago
Woking, Surrey
Informatiq Consulting
Posted: 2 days ago
Woking, Surrey
Informatiq Consulting
Salary: £Excellent + package
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £40k DoE
Posted: 2 days ago
Central London / West End
IT Connections
Salary: £30,000 to £40,000
Posted: 2 days ago
West Midlands
IT Connections
Salary: 45000
Posted: 2 days ago
Woking, Surrey
Informatiq Consulting
Salary: £Excellent salary + benefits!
Posted: 4 days ago
City, London
Harrington Starr
Salary: £28000 - £35000 per annum + Bonus + Benefits + Training
Posted: 3 days ago
Surrey
Informatiq Consulting
Salary: £Excellent salary + benefits!
Posted: 4 days ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 2 days ago
London
Harrington Starr
Salary: £65000 - £90000 per annum + Benefits + Bonus
Posted: 2 days ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 6 days ago
Oxford, Oxfordshire
IT Connections
Salary: £35,000 to £40,000
Posted: 2 days ago
London
IT Connections
Salary: £25,000 to £35,000
Posted: 2 days ago
Borehamwood, Hertfordshire
IT Connections
Salary: £35,000 to £45,000 + 20% Bonus
Posted: 2 days ago
Watford, Hertfordshire
Understanding Recruitment
Salary: £24000.00 - £26000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Great Base + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k + benefits
Posted: 2 days ago
Oxford, Oxfordshire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Kingston Upon Thames, Surrey
Amicus Recruitment Limited
Salary: From £45,000 to £55,000 per annum
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
London
Oliver James Associates
Salary: £45000 - £60000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Skipton, North Yorkshire
SYSTEM RECRUITMENT LTD
Salary: £35000 - £45000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
City, London
Hatstand Limited
Salary: £40000 - £55000 per annum + Bonus,Pension,Training
Posted: 2 days ago