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 25 June 2017 with a comparison to the same period in the previous 2 years.

Physics
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 342 436 425
Rank change year-on-year +94 -11  
Permanent jobs citing Physics 753 594 704
As % of all permanent IT jobs advertised in England 0.91% 0.65% 0.68%
As % of the Processes & Methodologies category 1.01% 0.73% 0.77%
Number of salaries quoted 617 511 599
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25%  
90% offered a salary of more than £27,500 £26,000 £24,500
10% offered a salary of more than £80,000 £75,000 £75,000
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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74281 81140 91281
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 87.96%
Number of salaries quoted 60243 68634 75471
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 25 June 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 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
London +35 304 £52,500 -4.54% 46
East of England +76 232 £34,000 - 25
South East +38 124 £43,250 +23.57% 25
West Midlands +35 49 £27,500 +3.77% 1
East Midlands +36 40 £40,000 +6.66% 1
North West -26 19 £37,500 +41.50% 5
Yorkshire +20 14 £42,500 +129.72% 2
South West -12 14 £38,750 -20.91% 4
North East +16 3 £32,500 +1.56%
Physics
UK

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 England region with a requirement for Physics.

1 1135 (78.33%) Mathematics
2 978 (67.49%) Computer Science
3 866 (59.77%) Degree
4 663 (45.76%) C++
5 615 (42.44%) Python
6 482 (33.26%) Java
7 480 (33.13%) Software Engineering
8 416 (28.71%) PhD
9 405 (27.95%) C#
10 356 (24.57%) Algorithms
11 344 (23.74%) Machine Learning
12 339 (23.40%) Finance
13 329 (22.71%) Linux
14 256 (17.67%) SQL
15 241 (16.63%) C
16 239 (16.49%) MATLAB
17 238 (16.43%) Analytical Skills
18 227 (15.67%) Windows
19 208 (14.35%) OO
20 198 (13.66%) Analytics
21 192 (13.25%) .NET
22 182 (12.56%) Computer Science Degree
23 175 (12.08%) Statistics
24 173 (11.94%) Numerate Degree
25 168 (11.59%) Agile Software Development
26 162 (11.18%) R
27 160 (11.04%) Big Data
28 127 (8.76%) JavaScript
29 116 (8.01%) Telecoms
30 111 (7.66%) Electronics

Physics
Co-occurring 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 75 (5.18%) Apache Spark
2 28 (1.93%) Apache
3 25 (1.73%) SAS
4 10 (0.69%) Cloud Foundry
5 8 (0.55%) Moodle
6 7 (0.48%) Elasticsearch
6 7 (0.48%) JBoss
7 6 (0.41%) Confluence
7 6 (0.41%) MS Exchange
7 6 (0.41%) Tomcat
8 4 (0.28%) Oracle Service Bus
9 3 (0.21%) Apache Pig
9 3 (0.21%) Blackberry Enterprise Server
9 3 (0.21%) Exchange Server 2010
9 3 (0.21%) nginx
10 2 (0.14%) ArcGIS
10 2 (0.14%) Exchange Server 2013
10 2 (0.14%) Jupyter
11 1 (0.069%) IPython
11 1 (0.069%) NServiceBus
Applications
1 46 (3.17%) Microsoft Excel
2 26 (1.79%) Microsoft Office
3 18 (1.24%) SPSS
4 11 (0.76%) MS Visio
5 9 (0.62%) Microsoft PowerPoint
5 9 (0.62%) Simulink
6 8 (0.55%) Camtasia
6 8 (0.55%) Snagit
6 8 (0.55%) Zemax
7 7 (0.48%) Maple
8 5 (0.35%) 3ds Max
8 5 (0.35%) Mathcad
8 5 (0.35%) Maya
9 2 (0.14%) Abaqus
9 2 (0.14%) Microsoft Project
9 2 (0.14%) SOLIDWORKS
9 2 (0.14%) Stata
10 1 (0.069%) Siemens NX
10 1 (0.069%) S-PLUS
10 1 (0.069%) Weka
Business Applications
1 4 (0.28%) SAP Oil and Gas
2 3 (0.21%) Infor M3
3 2 (0.14%) HFM
3 2 (0.14%) LatentZero
3 2 (0.14%) Oracle Utilities
3 2 (0.14%) thinkFolio
4 1 (0.069%) Loan IQ
4 1 (0.069%) Pega PRPC
4 1 (0.069%) SAP ERP
Cloud Services
1 58 (4.00%) Amazon AWS
2 25 (1.73%) Microsoft Azure
3 24 (1.66%) SaaS
4 12 (0.83%) Amazon S3
5 10 (0.69%) GitHub
5 10 (0.69%) Google Cloud Platform
6 9 (0.62%) Office 365
7 7 (0.48%) AWS CloudFormation
8 6 (0.41%) Google Analytics
9 5 (0.35%) Cloud Computing
10 3 (0.21%) Amazon EC2
10 3 (0.21%) PaaS
11 2 (0.14%) Amazon EMR
11 2 (0.14%) Cortana Intelligence Suite
12 1 (0.069%) Amazon CloudWatch
12 1 (0.069%) AWS CloudTrail
12 1 (0.069%) AWS Elastic Beanstalk
12 1 (0.069%) CloudFront
12 1 (0.069%) Slack
12 1 (0.069%) Virtual Private Cloud
Communications & Networking
1 45 (3.11%) TCP/IP
2 35 (2.42%) Ethernet
3 33 (2.28%) Firewall
4 23 (1.59%) NAS
5 22 (1.52%) InfiniBand
6 17 (1.17%) RS-232
7 13 (0.90%) VoIP
8 12 (0.83%) Internet
8 12 (0.83%) Network Security
9 8 (0.55%) DHCP
9 8 (0.55%) DNS
10 5 (0.35%) VPN
10 5 (0.35%) WAN
11 4 (0.28%) HTTP
12 3 (0.21%) Bluetooth
12 3 (0.21%) Broadband
12 3 (0.21%) Cisco IOS
12 3 (0.21%) LAN
12 3 (0.21%) SDH
12 3 (0.21%) ZigBee
Database & Business Intelligence
1 160 (11.04%) Big Data
2 83 (5.73%) SQL Server
3 71 (4.90%) NoSQL
4 65 (4.49%) Hadoop
5 64 (4.42%) Data Mining
6 60 (4.14%) Relational Database
7 46 (3.17%) RDBMS
8 42 (2.90%) MongoDB
9 18 (1.24%) Apache Cassandra
9 18 (1.24%) SQL Server 2014
10 17 (1.17%) Redis
10 17 (1.17%) SQL Server 2012
11 15 (1.04%) Data Warehouse
12 14 (0.97%) Apache Hive
12 14 (0.97%) MySQL
13 13 (0.90%) Text Mining
14 12 (0.83%) PostgreSQL
15 10 (0.69%) QlikView
16 9 (0.62%) GIS
16 9 (0.62%) HBase
Development Applications
1 61 (4.21%) Visual Studio
2 59 (4.07%) LabVIEW
3 52 (3.59%) Git (software)
4 28 (1.93%) Jenkins
5 19 (1.31%) Team Foundation Server
6 18 (1.24%) NUnit
7 17 (1.17%) Microsoft Blend
7 17 (1.17%) MSI
7 17 (1.17%) MSTest
7 17 (1.17%) NuGet
7 17 (1.17%) WiX
8 15 (1.04%) Subversion
9 10 (0.69%) Atlassian Bamboo
9 10 (0.69%) Clang
10 8 (0.55%) JUnit
11 7 (0.48%) Maven
12 6 (0.41%) Grunt
12 6 (0.41%) Rational DOORS
12 6 (0.41%) Selenium
12 6 (0.41%) Travis CI
General
1 339 (23.40%) Finance
2 116 (8.01%) Telecoms
3 111 (7.66%) Electronics
4 103 (7.11%) Games
5 63 (4.35%) Banking
6 50 (3.45%) Front Office
7 47 (3.24%) Automotive
8 42 (2.90%) Marketing
9 38 (2.62%) Aerospace
10 27 (1.86%) Manufacturing
11 25 (1.73%) Investment Banking
12 24 (1.66%) Retail
13 18 (1.24%) Advertising
14 16 (1.10%) Pharmaceutical
15 10 (0.69%) Billing
15 10 (0.69%) Multimedia
16 7 (0.48%) Financial Institution
17 6 (0.41%) French Language
18 4 (0.28%) Military
18 4 (0.28%) Spanish Language
Job Titles
1 465 (32.09%) Developer
2 311 (21.46%) Graduate
3 257 (17.74%) Software Engineer
4 191 (13.18%) Software Developer
5 189 (13.04%) Analyst
6 161 (11.11%) C++ Software Engineer
7 139 (9.59%) C++ Developer
8 138 (9.52%) Data Scientist
9 109 (7.52%) C++ Software Developer
10 93 (6.42%) Graduate Analyst
11 91 (6.28%) C# Developer
12 88 (6.07%) Junior
13 66 (4.55%) Graduate Developer
14 65 (4.49%) Consultant
15 64 (4.42%) Java Developer
16 57 (3.93%) Senior Developer
17 53 (3.66%) Graduate Software Engineer
18 52 (3.59%) Junior Developer
19 51 (3.52%) .NET Developer
19 51 (3.52%) Graduate Software Developer
Libraries, Frameworks & Software Standards
1 192 (13.25%) .NET
2 81 (5.59%) HTML
3 79 (5.45%) ASP.NET
4 64 (4.42%) AngularJS
5 58 (4.00%) Node.js
6 56 (3.86%) CSS
7 52 (3.59%) Qt
8 51 (3.52%) Natural Language Processing
8 51 (3.52%) Web Services
9 44 (3.04%) OpenGL
10 35 (2.42%) XML
11 34 (2.35%) HTML5
11 34 (2.35%) jQuery
12 33 (2.28%) .NET Framework
12 33 (2.28%) REST
13 29 (2.00%) Spring
13 29 (2.00%) TensorFlow
14 24 (1.66%) STL
15 23 (1.59%) Entity Framework
15 23 (1.59%) WPF
Miscellaneous
1 978 (67.49%) Computer Science
2 356 (24.57%) Algorithms
3 238 (16.43%) Analytical Skills
4 68 (4.69%) Fintech
5 67 (4.62%) Data Structures
6 40 (2.76%) Greenfield Project
7 31 (2.14%) 3D Graphics
8 28 (1.93%) Augmented Reality
8 28 (1.93%) Embedded Systems
9 26 (1.79%) Mobile App
10 25 (1.73%) Hedge funds
11 24 (1.66%) Device Driver
11 24 (1.66%) Enterprise Software
11 24 (1.66%) Field-Programmable Gate Array
12 22 (1.52%) Animation
12 22 (1.52%) Internet of Things
12 22 (1.52%) Management Information System
13 19 (1.31%) Derivative
14 17 (1.17%) Industrial Internet of Things
14 17 (1.17%) Robotics
Operating Systems
1 329 (22.71%) Linux
2 227 (15.67%) Windows
3 62 (4.28%) Unix
4 49 (3.38%) Android
5 44 (3.04%) Apple iOS
6 23 (1.59%) Windows Server
7 20 (1.38%) Red Hat Enterprise Linux
8 19 (1.31%) Windows 7
9 17 (1.17%) Mac OS
9 17 (1.17%) Windows Embedded Compact
10 15 (1.04%) Windows 10
11 14 (0.97%) Ubuntu
12 13 (0.90%) Solaris
13 8 (0.55%) Windows Server 2012
13 8 (0.55%) Windows XP
14 6 (0.41%) Windows Server 2008
15 5 (0.35%) Embedded Linux
16 3 (0.21%) Mac OS X
17 2 (0.14%) Debian
17 2 (0.14%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1135 (78.33%) Mathematics
2 480 (33.13%) Software Engineering
3 344 (23.74%) Machine Learning
4 208 (14.35%) OO
5 198 (13.66%) Analytics
6 175 (12.08%) Statistics
7 168 (11.59%) Agile Software Development
8 96 (6.63%) Data Analysis
9 90 (6.21%) Multithreading
10 84 (5.80%) OOP
11 83 (5.73%) Visualisation
12 78 (5.38%) Artificial Intelligence
13 71 (4.90%) Image Processing
14 68 (4.69%) Signal Processing
15 67 (4.62%) OOD
15 67 (4.62%) Project Management
16 63 (4.35%) Scrum
16 63 (4.35%) Test Automation
17 59 (4.07%) Data Visualisation
17 59 (4.07%) SDLC
Programming Languages
1 663 (45.76%) C++
2 615 (42.44%) Python
3 482 (33.26%) Java
4 405 (27.95%) C#
5 256 (17.67%) SQL
6 241 (16.63%) C
7 239 (16.49%) MATLAB
8 162 (11.18%) R
9 127 (8.76%) JavaScript
10 63 (4.35%) Scala
11 52 (3.59%) Ruby
12 38 (2.62%) Shell Script
13 34 (2.35%) Perl
14 30 (2.07%) Embedded C
15 27 (1.86%) Fortran
16 25 (1.73%) Julia
17 24 (1.66%) Embedded C++
18 23 (1.59%) VBA
19 20 (1.38%) PHP
20 17 (1.17%) XAML
Qualifications
1 866 (59.77%) Degree
2 416 (28.71%) PhD
3 182 (12.56%) Computer Science Degree
4 173 (11.94%) Numerate Degree
5 59 (4.07%) Security Cleared
6 35 (2.42%) Master's Degree
7 11 (0.76%) PMI Certification
8 10 (0.69%) DV Cleared
8 10 (0.69%) Postgraduate
9 9 (0.62%) ITIL Certification
9 9 (0.62%) SC Cleared
10 8 (0.55%) MAPM
11 6 (0.41%) ISTQB
11 6 (0.41%) RHCE
12 4 (0.28%) CCNA
12 4 (0.28%) Cisco Certification
13 3 (0.21%) APMP
14 2 (0.14%) CISSP
14 2 (0.14%) ISEB
14 2 (0.14%) RHCSA
Quality Assurance & Compliance
1 66 (4.55%) QA
2 11 (0.76%) JTAG
3 10 (0.69%) ISO/IEC 27001
4 9 (0.62%) Data Quality
4 9 (0.62%) MiFID
5 6 (0.41%) Dodd-Frank
5 6 (0.41%) EMIR
5 6 (0.41%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 4 (0.28%) ISO 9001
7 3 (0.21%) SLA
8 2 (0.14%) HMG Security Policy Framework
8 2 (0.14%) ISO 9000
8 2 (0.14%) TickIT
9 1 (0.069%) PCI DSS
9 1 (0.069%) PMO
System Software
1 33 (2.28%) Firmware
2 32 (2.21%) VMware Infrastructure
3 20 (1.38%) Docker
4 13 (0.90%) Active Directory
5 11 (0.76%) Virtual Machines
6 9 (0.62%) Veritas Cluster Server
7 8 (0.55%) HDFS
8 4 (0.28%) Oracle RAC
9 3 (0.21%) OpenSSH
10 2 (0.14%) Xen
11 1 (0.069%) KVM
11 1 (0.069%) LXC
11 1 (0.069%) Slurm Workload Manager
11 1 (0.069%) Snort
11 1 (0.069%) VirtualBox
Systems Management
1 19 (1.31%) Puppet
2 13 (0.90%) Backup Exec
2 13 (0.90%) SCCM
3 6 (0.41%) Ansible
3 6 (0.41%) Terraform
4 5 (0.35%) Opscode Chef
5 4 (0.28%) Enterprise Manager Cloud Control
5 4 (0.28%) Kibana
5 4 (0.28%) logstash
5 4 (0.28%) Nagios
5 4 (0.28%) Oracle Enterprise Manager
5 4 (0.28%) Oracle RMAN
6 3 (0.21%) AirWatch
6 3 (0.21%) Graphite
6 3 (0.21%) Nmap
6 3 (0.21%) Salt
7 2 (0.14%) Kubernetes
8 1 (0.069%) Mesos
8 1 (0.069%) StatsD
Vendors
1 87 (6.00%) Microsoft
2 62 (4.28%) Oracle
3 48 (3.31%) VMware
4 35 (2.42%) Cisco
5 26 (1.79%) NetApp
5 26 (1.79%) Tableau
6 22 (1.52%) Google
7 19 (1.31%) Red Hat
8 14 (0.97%) Bloomberg
9 13 (0.90%) Blue Coat
9 13 (0.90%) Reuters
9 13 (0.90%) Salesforce.com
9 13 (0.90%) Veeam
10 9 (0.62%) Citrix
10 9 (0.62%) IBM
10 9 (0.62%) Veritas
11 8 (0.55%) Apple
12 7 (0.48%) Cloudera
12 7 (0.48%) Hortonworks
12 7 (0.48%) MapR
London
Harrington Starr
Salary: £20 - £40 per annum
Posted: 17 hours ago
Milton Keynes, Buckinghamshire
Ascent People Ltd
Salary: £40000 - £60000 per annum + Bonus, Pension, Gym
Posted: 10 hours ago
City, London
Harrington Starr
Salary: £35000 - £45000 per annum + Bonus + Benefits + Training
Posted: Yesterday
City, London
TEKsystems
Salary: £60000 - £140000 per annum + bonus and pension
Posted: Yesterday
London
IT Connections
Salary: to £60,000
Posted: 2 days ago
Aylesbury, Buckinghamshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Central London / West End
IT Connections
Salary: £40,000 to £50,000
Posted: 2 days ago
Newbury, Berkshire
Redrock Consulting Ltd
Salary: £20000 - £27000 per annum + Bonus, Full Training, Progression
Posted: 2 days ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 5 days ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £33,000
Posted: 2 days ago
London
IT Connections
Salary: £25,000 to £30,000
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Computer People
Salary: £25000 - £30000 per annum + Accreditations, bonus, gym
Posted: 3 days ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £60000 per annum + bonus + bens
Posted: 3 days ago
Croydon, Surrey
Vantage Recruitment Solutions Ltd
Salary: From £25,000 to £25,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 4 days ago
Oxford, Oxfordshire
MARS Technical Recruitment
Salary: From £28,000 to £35,000 per annum plus exceptional benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Oscar
Salary: £25000 - £32000 per annum
Posted: 5 days ago
London
Senitor Associates
Salary: £30000 per annum + training
Posted: 2 days ago
Bristol, Avon
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 2 days ago
Borehamwood, Hertfordshire
IT Connections
Salary: £35,000 to £45,000 + 20% Bonus
Posted: 2 days ago
London
Westbourne Partners
Salary: Up to £120,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
City, London
JM
Salary: £30000 - £50000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 5 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
London
Energon People
Salary: £30000 - £35000 per annum
Posted: 3 days ago