The table below looks at the prevalence of the term Physics in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Physics
Rank 355 322 365
Rank change year-on-year
-33 +43
Permanent jobs citing Physics 291 408 357
As % of all permanent IT jobs located in London 0.74% 0.92% 0.74%
As % of the Miscellaneous category 1.61% 1.95% 1.62%
Number of salaries quoted 278 364 290
Median salary £50,000 £47,500 £57,500
Median salary % change year-on-year
+5.26% -17.39%
90% offered a salary of more than £27,500 £26,000 £27,600
10% offered a salary of more than £90,000 £80,000 £87,500
UK excluding London median salary £35,000 £37,500 £35,000
% change year-on-year
-6.66% +7.14%
Physics
England

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

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
18096 20962 22081
As % of all permanent IT jobs located in London 45.92% 47.15% 45.92%
Number of salaries quoted 15282 17055 18017
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £32,500 £34,500
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Physics
Jobs Demand Trend in London

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

Physics Jobs Demand Trend in London

Physics
Salary Trend in London

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

Physics Salary Trend in London

Physics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Physics across the London region over the 3 months to 27 July 2016.

Physics Salary Histogram in London

Physics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the London region over the 3 months to 27 July 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
City of London +17 33 £78,750 +51.44% 14
Stanmore - 5 £34,000 -
Hammersmith +10 3 £50,000 -
Chessington -3 2 £47,500 - 2
Canary Wharf +1 1 £105,000 +90.90%
Enfield 0 1 £30,000 +9.09%
Greenford - 1 £54,500 -
Bromley - 1 - -
Physics
England

Physics
Top 30 Related IT Skills in London

For the 6 months to 27 July 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 London region with a requirement for Physics.

1 505 (83.20%) Mathematics
2 468 (77.10%) Computer Science
3 417 (68.70%) Degree
4 289 (47.61%) Python
5 220 (36.24%) Finance
6 204 (33.61%) C++
7 186 (30.64%) SQL
8 162 (26.69%) Analytical Skills
9 156 (25.70%) Analytics
9 156 (25.70%) Java
10 150 (24.71%) PhD
11 136 (22.41%) Statistics
12 120 (19.77%) Machine Learning
13 118 (19.44%) Agile Software Development
13 118 (19.44%) C#
14 106 (17.46%) Linux
15 103 (16.97%) OO
16 100 (16.47%) Software Engineering
16 100 (16.47%) R
17 96 (15.82%) Algorithms
18 84 (13.84%) Big Data
19 77 (12.69%) .NET
20 59 (9.72%) Banking
21 58 (9.56%) Data Analytics
22 57 (9.39%) OOD
23 56 (9.23%) JavaScript
23 56 (9.23%) Hadoop
24 52 (8.57%) Games
24 52 (8.57%) Data Analysis
25 50 (8.24%) Multithreading

Physics
Top Related IT Skills in London 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 41 (6.75%) Apache Spark
2 33 (5.44%) SAS
3 13 (2.14%) Apache
4 10 (1.65%) Apache Pig
5 9 (1.48%) Elasticsearch
6 7 (1.15%) nginx
7 4 (0.66%) IPython
8 3 (0.49%) CMS
8 3 (0.49%) Drupal
8 3 (0.49%) SharePoint
8 3 (0.49%) WordPress
9 2 (0.33%) Confluence
9 2 (0.33%) Jupyter
10 1 (0.16%) Gunicorn
10 1 (0.16%) JBoss
10 1 (0.16%) MS Exchange
Applications
1 16 (2.64%) MS Excel
2 13 (2.14%) SPSS
3 12 (1.98%) MS Office
4 11 (1.81%) MS PowerPoint
5 9 (1.48%) XMetaL
6 5 (0.82%) Gephi
6 5 (0.82%) MS Visio
7 4 (0.66%) SOLIDWORKS
8 2 (0.33%) Adobe After Effects
8 2 (0.33%) Final Cut Pro
8 2 (0.33%) Maya
8 2 (0.33%) MODO
8 2 (0.33%) Photoshop
8 2 (0.33%) Spreadsheet
9 1 (0.16%) AutoCAD
9 1 (0.16%) Mathematica
9 1 (0.16%) Revit
9 1 (0.16%) Simulink
9 1 (0.16%) Stata
Business Applications
1 11 (1.81%) ReMetrica
2 2 (0.33%) Salesforce.com CRM
3 1 (0.16%) FastStats
3 1 (0.16%) SAP Oil and Gas
Cloud Services
1 22 (3.62%) Amazon AWS
2 8 (1.32%) Cloud Computing
2 8 (1.32%) Google Analytics
3 7 (1.15%) Microsoft Azure
3 7 (1.15%) SaaS
4 6 (0.99%) GitHub
5 3 (0.49%) Heroku
6 2 (0.33%) Amazon EC2
6 2 (0.33%) Amazon Kinesis
6 2 (0.33%) AWS Elastic Beanstalk
Communications & Networking
1 10 (1.65%) HTTP
2 7 (1.15%) TCP/IP
3 6 (0.99%) MPLS
4 5 (0.82%) BGP
4 5 (0.82%) Diameter Protocol
4 5 (0.82%) DNS
4 5 (0.82%) FTP
4 5 (0.82%) Internet
4 5 (0.82%) VSAT
5 4 (0.66%) Cisco IOS
5 4 (0.66%) Ethernet
5 4 (0.66%) NX-OS
6 3 (0.49%) DVB
6 3 (0.49%) LAN
6 3 (0.49%) WAN
7 2 (0.33%) Broadband
7 2 (0.33%) HTTPS
7 2 (0.33%) Kerberos
7 2 (0.33%) VPN
7 2 (0.33%) Wireshark
Database & Business Intelligence
1 84 (13.84%) Big Data
2 56 (9.23%) Hadoop
3 43 (7.08%) Data Mining
3 43 (7.08%) SQL Server
4 32 (5.27%) MongoDB
5 28 (4.61%) Apache Cassandra
6 20 (3.29%) NoSQL
7 19 (3.13%) KDB
8 17 (2.80%) GIS
9 16 (2.64%) Apache Hive
10 14 (2.31%) PostgreSQL
10 14 (2.31%) Relational Database
11 13 (2.14%) MySQL
12 11 (1.81%) Data Warehouse
13 9 (1.48%) Amazon Redshift
14 7 (1.15%) Redis
15 6 (0.99%) QlikView
16 5 (0.82%) Oracle Database
17 4 (0.66%) SQL Server 2012
17 4 (0.66%) SQL Server Integration Services
Development Applications
1 27 (4.45%) Git (software)
2 23 (3.79%) Visual Studio
3 22 (3.62%) TeamCity
4 16 (2.64%) JIRA
5 12 (1.98%) Subversion
6 11 (1.81%) NUnit
7 10 (1.65%) Maven
8 5 (0.82%) LabVIEW
8 5 (0.82%) Selenium
8 5 (0.82%) Vagrant
8 5 (0.82%) WebDriver
9 4 (0.66%) Bitbucket
9 4 (0.66%) Bugzilla
9 4 (0.66%) GDB
9 4 (0.66%) Mercurial
9 4 (0.66%) Valgrind
10 3 (0.49%) Cucumber
10 3 (0.49%) Jenkins
11 2 (0.33%) Gradle
11 2 (0.33%) Jasmine
General
1 220 (36.24%) Finance
2 59 (9.72%) Banking
3 52 (8.57%) Games
4 47 (7.74%) Front Office
5 34 (5.60%) Telecoms
6 29 (4.78%) Automotive
7 26 (4.28%) Marketing
8 21 (3.46%) Investment Banking
9 18 (2.97%) Aerospace
10 17 (2.80%) Retail
11 16 (2.64%) Manufacturing
12 7 (1.15%) Electronics
13 6 (0.99%) Online Betting
14 5 (0.82%) Advertising
14 5 (0.82%) Law
14 5 (0.82%) Pharmaceutical
15 4 (0.66%) Publishing
16 3 (0.49%) German Language
16 3 (0.49%) Local Government
16 3 (0.49%) Spanish Language
Job Titles
1 277 (45.63%) Developer
2 104 (17.13%) C++ Developer
3 83 (13.67%) Data Scientist
4 81 (13.34%) Analyst
5 66 (10.87%) Software Developer
6 57 (9.39%) Python Developer
6 57 (9.39%) Quantitative Developer
7 55 (9.06%) Junior
8 54 (8.90%) Graduate
9 47 (7.74%) C# Developer
9 47 (7.74%) Senior Data Scientist
10 41 (6.75%) .NET Developer
11 39 (6.43%) Junior Developer
12 38 (6.26%) Software Engineer
13 37 (6.10%) Graduate Analyst
14 35 (5.77%) Senior Developer
15 34 (5.60%) C++ Quantitative Developer
15 34 (5.60%) C++ Software Developer
16 32 (5.27%) Java Developer
17 30 (4.94%) GUI Developer
Libraries, Frameworks & Software Standards
1 77 (12.69%) .NET
2 43 (7.08%) NumPy
3 39 (6.43%) HTML
4 37 (6.10%) STL
5 36 (5.93%) Qt
6 35 (5.77%) AngularJS
7 32 (5.27%) ASP.NET
7 32 (5.27%) CSS
8 29 (4.78%) jQuery
9 28 (4.61%) Boost C++ Libraries
9 28 (4.61%) OpenGL
10 27 (4.45%) Pandas
10 27 (4.45%) SciPy
11 26 (4.28%) ASP.NET MVC
12 23 (3.79%) XML
13 22 (3.62%) RabbitMQ
13 22 (3.62%) WCF
13 22 (3.62%) WPF
14 21 (3.46%) Node.js
15 20 (3.29%) Ajax
Miscellaneous
1 505 (83.20%) Mathematics
2 468 (77.10%) Computer Science
3 162 (26.69%) Analytical Skills
4 136 (22.41%) Statistics
5 96 (15.82%) Algorithms
6 41 (6.75%) Visualisation
7 34 (5.60%) Hedge funds
8 26 (4.28%) 3D Graphics
9 21 (3.46%) Derivative
10 20 (3.29%) Credit Risk
10 20 (3.29%) Fintech
11 19 (3.13%) Management Information System
12 17 (2.80%) Economics
13 16 (2.64%) Foreign Exchange (FX)
14 15 (2.47%) Equities
15 13 (2.14%) Reinsurance
16 10 (1.65%) Artificial Intelligence
16 10 (1.65%) Biology
16 10 (1.65%) Market Risk
17 8 (1.32%) Neural Network
Operating Systems
1 106 (17.46%) Linux
2 49 (8.07%) Windows
3 39 (6.43%) Unix
4 4 (0.66%) Apple iOS
5 3 (0.49%) Android
6 2 (0.33%) Mac OS X
Processes & Methodologies
1 156 (25.70%) Analytics
2 120 (19.77%) Machine Learning
3 118 (19.44%) Agile Software Development
4 103 (16.97%) OO
5 100 (16.47%) Software Engineering
6 58 (9.56%) Data Analytics
7 57 (9.39%) OOD
8 52 (8.57%) Data Analysis
9 50 (8.24%) Low Latency
9 50 (8.24%) Multithreading
10 45 (7.41%) TDD
11 44 (7.25%) OOP
12 43 (7.08%) Open Source
13 42 (6.92%) Risk Management
14 39 (6.43%) Scrum
15 34 (5.60%) MVC
16 32 (5.27%) SDLC
17 29 (4.78%) Predictive Modelling
18 28 (4.61%) Continuous Integration
18 28 (4.61%) Statistical Analysis
Programming Languages
1 289 (47.61%) Python
2 204 (33.61%) C++
3 186 (30.64%) SQL
4 156 (25.70%) Java
5 118 (19.44%) C#
6 100 (16.47%) R
7 56 (9.23%) JavaScript
8 44 (7.25%) Ruby
9 43 (7.08%) Scala
10 38 (6.26%) C
11 35 (5.77%) MATLAB
12 22 (3.62%) Perl
13 17 (2.80%) VBA
14 11 (1.81%) Lua
15 10 (1.65%) Bash Shell
16 8 (1.32%) Clojure
16 8 (1.32%) PHP
17 7 (1.15%) Fortran
18 6 (0.99%) Groovy
18 6 (0.99%) Shell Script
Qualifications
1 417 (68.70%) Degree
2 150 (24.71%) PhD
3 11 (1.81%) MCAD
3 11 (1.81%) MCPD
3 11 (1.81%) MCSD
3 11 (1.81%) MCTS
3 11 (1.81%) Microsoft Certification
4 6 (0.99%) ISEB
4 6 (0.99%) ISTQB
4 6 (0.99%) Security Cleared
5 3 (0.49%) Postgraduate
5 3 (0.49%) SC Cleared
6 2 (0.33%) ISTQB Foundation Certification
6 2 (0.33%) MBA
7 1 (0.16%) Cisco Certification
7 1 (0.16%) CISSP
7 1 (0.16%) GCFW
7 1 (0.16%) GCIH
7 1 (0.16%) HNC
7 1 (0.16%) HND
Quality Assurance & Compliance
1 35 (5.77%) QA
2 5 (0.82%) Dodd-Frank
2 5 (0.82%) MiFID
3 4 (0.66%) Data Quality
4 2 (0.33%) EMIR
4 2 (0.33%) SNOMED CT
5 1 (0.16%) CRD IV
5 1 (0.16%) DICOM
5 1 (0.16%) FATCA
System Software
1 10 (1.65%) Docker
2 9 (1.48%) HDFS
3 7 (1.15%) VMware Infrastructure
4 5 (0.82%) KVM
5 3 (0.49%) Virtual Machines
6 1 (0.16%) Active Directory
6 1 (0.16%) Firmware
Systems Management
1 8 (1.32%) Mesos
2 5 (0.82%) Ansible
2 5 (0.82%) Opscode Chef
3 2 (0.33%) Puppet
4 1 (0.16%) Graphite
4 1 (0.16%) HAProxy
Vendors
1 34 (5.60%) Oracle
2 23 (3.79%) Google
2 23 (3.79%) Microsoft
3 19 (3.13%) Tableau
4 11 (1.81%) Actian
4 11 (1.81%) Facebook
5 8 (1.32%) Omniture
5 8 (1.32%) TIBCO
5 8 (1.32%) VMware
6 6 (0.99%) Cisco
7 5 (0.82%) Pega
8 4 (0.66%) Hitachi
8 4 (0.66%) Netezza
9 3 (0.49%) Autodesk
9 3 (0.49%) SAP
9 3 (0.49%) StreamBase
9 3 (0.49%) Zend
10 2 (0.33%) Adobe
10 2 (0.33%) Juniper
10 2 (0.33%) Salesforce.com
City, London
McGregor Boyall
Salary: £30000 - £70000 per annum
Posted: 13 hours ago
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: 8 hours ago
City, London
Harrington Starr
Salary: £35000 - £40000 per annum + Bonus + Benefits + Training
Posted: Yesterday
Central London / West End
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £45000 per annum
Posted: Yesterday
London
Client Server
Salary: £75,000 to £150,000 + bonus + benefits
Posted: 21 hours ago
Chessington, Surrey
Real Time Recruitment Solutions
Posted: Yesterday
North West London
Executive Recruitment Services (ERS)
Salary: £50000 - £55000 per annum + Benefits
Posted: Yesterday
City, London
McGregor Boyall
Salary: £30000 - £40000 per annum + Perks
Posted: 2 days ago
City, London
Harrington Starr
Salary: £55000 - £62000 per annum + plus package and bonus
Posted: 7 hours ago
London
Lorien Resourcing
Salary: £25000. - £35000. per annum
Posted: 12 hours ago
West London
McGregor Boyall
Salary: £35000.00 - £65000.00 per annum
Posted: 2 days ago
London
McGregor Boyall
Salary: £60000.00 - £75000.00 per annum + Equity, Life Insurance, etc.
Posted: 2 days ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 2 days ago
London
Pioneer Search
Salary: £40000 - £60000 per annum + bonus+benefits
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £60,000 per annum + benefits and bonus
Posted: Yesterday
City, London
McGregor Boyall
Salary: £65000 per annum
Posted: 2 days ago
City, London
Energon People
Salary: £30000.00 - £40000.00 per annum + benefits + bonus
Posted: 2 days ago
Chessington, Surrey
Real Time Recruitment Solutions
Salary: 40 - 50,0000
Posted: 6 days ago
North London
Client Server
Salary: £50k to £70k + benefits
Posted: 5 days ago
Central London / West End
IT Connections
Salary: £35,000 to £45,000
Posted: 5 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £32,000 - £60,000 plus package
Posted: 2 days ago
London
Client Server
Salary: £75,000 to £150,000 + bonus + benefits
Posted: 8 days ago
London
Client Server
Salary: £50k to £80k + benefits
Posted: 12 days ago
London
Revolution Technology
Salary: £65,000 - £85,000
Posted: 21 days ago
London
Capgemini
Salary: Competitive
Posted: 21 days ago
City of London
Huxley
Salary: competitive
Posted: 19 days ago
London
Client Server
Salary: £60k to £70k + benefits
Posted: 13 days ago
London
Computer Futures
Salary: competitive
Posted: 12 days ago