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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Physics
Rank 380 332 355
Rank change year-on-year
-48 +23
Permanent jobs citing Physics 271 385 395
As % of all permanent IT jobs located in London 0.68% 0.86% 0.80%
As % of the Miscellaneous category 1.47% 1.84% 1.71%
Number of salaries quoted 254 331 339
Median salary £54,500 £45,000 £55,000
Median salary % change year-on-year
+21.11% -18.18%
90% offered a salary of more than £30,000 £26,000 £28,500
10% offered a salary of more than £94,000 £80,000 £92,500
UK excluding London median salary £35,000 £37,500 £38,500
% change year-on-year
-6.66% -2.59%
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
18433 20900 23033
As % of all permanent IT jobs located in London 46.19% 46.57% 46.58%
Number of salaries quoted 15625 17045 18858
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 £34,000
10% offered a salary of more than £87,500 £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 29 June 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 29 June 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 +25 32 £62,500 +15.74% 8
Hammersmith +10 4 £50,000 -
Stanmore - 2 £34,000 -
Enfield -1 1 £30,000 +9.09%
Chessington -4 1 £47,500 -
Bromley - 1 - -
Greenford - 1 £54,500 -
Westminster - 1 £57,500 -
Southwark - 1 £32,500 -
Physics
England

Physics
Top 30 Related IT Skills in London

For the 6 months to 29 June 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.

1 494 (83.45%) Mathematics
2 461 (77.87%) Computer Science
3 389 (65.71%) Degree
4 292 (49.32%) Python
5 221 (37.33%) Finance
6 199 (33.61%) SQL
7 182 (30.74%) C++
8 168 (28.38%) Analytical Skills
9 163 (27.53%) Java
10 150 (25.34%) Analytics
11 148 (25.00%) PhD
12 139 (23.48%) Statistics
13 118 (19.93%) Machine Learning
14 117 (19.76%) Agile Software Development
15 114 (19.26%) C#
16 108 (18.24%) R
17 104 (17.57%) Linux
18 101 (17.06%) Algorithms
19 99 (16.72%) OO
20 97 (16.39%) Software Engineering
21 79 (13.34%) Big Data
22 73 (12.33%) .NET
23 65 (10.98%) Hadoop
24 60 (10.14%) Banking
25 59 (9.97%) JavaScript
26 54 (9.12%) OOD
26 54 (9.12%) Apache Spark
27 53 (8.95%) Data Analytics
28 52 (8.78%) Ruby
29 51 (8.61%) TDD

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 54 (9.12%) Apache Spark
2 29 (4.90%) SAS
3 11 (1.86%) Apache
4 10 (1.69%) Elasticsearch
5 9 (1.52%) Apache Pig
6 7 (1.18%) nginx
7 3 (0.51%) CMS
7 3 (0.51%) Drupal
7 3 (0.51%) IPython
7 3 (0.51%) MS Exchange
7 3 (0.51%) WordPress
8 2 (0.34%) Confluence
8 2 (0.34%) SharePoint
9 1 (0.17%) Gunicorn
9 1 (0.17%) JBoss
9 1 (0.17%) Jupyter
9 1 (0.17%) Tomcat
Applications
1 17 (2.87%) MS Excel
2 12 (2.03%) SPSS
3 11 (1.86%) MS Office
3 11 (1.86%) MS PowerPoint
4 6 (1.01%) Gephi
5 5 (0.84%) MS Visio
6 4 (0.68%) SOLIDWORKS
6 4 (0.68%) Spreadsheet
7 2 (0.34%) Adobe After Effects
7 2 (0.34%) Final Cut Pro
7 2 (0.34%) Mathematica
7 2 (0.34%) Maya
7 2 (0.34%) MODO
7 2 (0.34%) Photoshop
7 2 (0.34%) XMetaL
8 1 (0.17%) AutoCAD
8 1 (0.17%) Revit
8 1 (0.17%) Simulink
8 1 (0.17%) Stata
Business Applications
1 10 (1.69%) ReMetrica
2 2 (0.34%) Salesforce.com CRM
2 2 (0.34%) SAP Oil and Gas
3 1 (0.17%) FastStats
Cloud Services
1 28 (4.73%) Amazon AWS
2 15 (2.53%) Cloud Computing
3 11 (1.86%) Google Analytics
4 10 (1.69%) SaaS
5 6 (1.01%) GitHub
6 4 (0.68%) Microsoft Azure
7 3 (0.51%) Heroku
8 2 (0.34%) Amazon EC2
8 2 (0.34%) Office 365
9 1 (0.17%) Amazon Kinesis
9 1 (0.17%) AWS Elastic Beanstalk
9 1 (0.17%) Google Cloud Platform
Communications & Networking
1 10 (1.69%) HTTP
2 8 (1.35%) TCP/IP
3 7 (1.18%) DNS
4 6 (1.01%) MPLS
5 5 (0.84%) BGP
5 5 (0.84%) Diameter Protocol
5 5 (0.84%) FTP
5 5 (0.84%) Internet
5 5 (0.84%) VSAT
6 4 (0.68%) Cisco IOS
6 4 (0.68%) Ethernet
6 4 (0.68%) NX-OS
7 3 (0.51%) DVB
7 3 (0.51%) LAN
7 3 (0.51%) WAN
8 2 (0.34%) Broadband
8 2 (0.34%) CDMA
8 2 (0.34%) GSM
8 2 (0.34%) RFID
8 2 (0.34%) VPN
Database & Business Intelligence
1 79 (13.34%) Big Data
2 65 (10.98%) Hadoop
3 43 (7.26%) SQL Server
4 39 (6.59%) Data Mining
5 35 (5.91%) MongoDB
6 28 (4.73%) Apache Cassandra
7 25 (4.22%) NoSQL
8 18 (3.04%) GIS
8 18 (3.04%) MySQL
9 17 (2.87%) PostgreSQL
10 16 (2.70%) Apache Hive
11 15 (2.53%) Relational Database
12 13 (2.20%) Amazon Redshift
12 13 (2.20%) KDB
13 12 (2.03%) Data Warehouse
14 8 (1.35%) Redis
15 6 (1.01%) QlikView
15 6 (1.01%) SQL Server Integration Services
16 5 (0.84%) Oracle Database
17 4 (0.68%) Neo4j
Development Applications
1 29 (4.90%) Git (software)
2 23 (3.89%) TeamCity
3 19 (3.21%) Visual Studio
4 17 (2.87%) Maven
5 15 (2.53%) JIRA
6 14 (2.36%) Subversion
7 11 (1.86%) NUnit
8 7 (1.18%) Gradle
8 7 (1.18%) JUnit
8 7 (1.18%) Mercurial
9 6 (1.01%) Selenium
10 5 (0.84%) Vagrant
10 5 (0.84%) WebDriver
11 4 (0.68%) Bitbucket
11 4 (0.68%) Bugzilla
11 4 (0.68%) GDB
11 4 (0.68%) Jenkins
11 4 (0.68%) Valgrind
12 3 (0.51%) Cucumber
13 2 (0.34%) SpecFlow
General
1 221 (37.33%) Finance
2 60 (10.14%) Banking
3 41 (6.93%) Front Office
4 40 (6.76%) Games
5 35 (5.91%) Telecoms
6 33 (5.57%) Marketing
7 26 (4.39%) Retail
8 22 (3.72%) Automotive
9 19 (3.21%) Investment Banking
10 16 (2.70%) Aerospace
11 14 (2.36%) Manufacturing
12 8 (1.35%) Online Betting
13 7 (1.18%) Electronics
13 7 (1.18%) Pharmaceutical
14 4 (0.68%) Publishing
14 4 (0.68%) Retail Banking
15 3 (0.51%) Advertising
15 3 (0.51%) Financial Institution
15 3 (0.51%) Law
16 2 (0.34%) Back Office
Job Titles
1 247 (41.72%) Developer
2 90 (15.20%) Data Scientist
3 87 (14.70%) C++ Developer
4 83 (14.02%) Analyst
5 59 (9.97%) Junior
6 54 (9.12%) Python Developer
7 52 (8.78%) Software Developer
8 50 (8.45%) C# Developer
8 50 (8.45%) Senior Data Scientist
9 49 (8.28%) Graduate
10 45 (7.60%) Quantitative Developer
11 42 (7.09%) .NET Developer
12 38 (6.42%) Junior Developer
13 35 (5.91%) Java Developer
13 35 (5.91%) Senior Developer
13 35 (5.91%) Software Engineer
14 32 (5.41%) Graduate Analyst
15 31 (5.24%) Consultant
16 29 (4.90%) C# .NET Developer
16 29 (4.90%) C++ Quantitative Developer
Libraries, Frameworks & Software Standards
1 73 (12.33%) .NET
2 48 (8.11%) NumPy
3 40 (6.76%) HTML
4 36 (6.08%) AngularJS
5 35 (5.91%) CSS
6 33 (5.57%) ASP.NET
7 32 (5.41%) jQuery
8 31 (5.24%) SciPy
9 30 (5.07%) STL
10 29 (4.90%) Qt
11 28 (4.73%) ASP.NET MVC
11 28 (4.73%) Pandas
12 26 (4.39%) XML
13 23 (3.89%) Node.js
13 23 (3.89%) OpenGL
13 23 (3.89%) WPF
14 22 (3.72%) Boost C++ Libraries
14 22 (3.72%) RabbitMQ
15 20 (3.38%) Esper
15 20 (3.38%) WCF
Miscellaneous
1 494 (83.45%) Mathematics
2 461 (77.87%) Computer Science
3 168 (28.38%) Analytical Skills
4 139 (23.48%) Statistics
5 101 (17.06%) Algorithms
6 48 (8.11%) Visualisation
7 34 (5.74%) Hedge funds
8 22 (3.72%) Management Information System
9 20 (3.38%) Fintech
10 19 (3.21%) 3D Graphics
11 18 (3.04%) Derivative
11 18 (3.04%) Economics
11 18 (3.04%) Equities
12 12 (2.03%) Reinsurance
13 11 (1.86%) Blog
13 11 (1.86%) Credit Risk
13 11 (1.86%) Foreign Exchange (FX)
14 10 (1.69%) Biology
15 8 (1.35%) Artificial Intelligence
15 8 (1.35%) Market Risk
Operating Systems
1 104 (17.57%) Linux
2 41 (6.93%) Windows
3 31 (5.24%) Unix
4 4 (0.68%) Apple iOS
5 3 (0.51%) Android
6 2 (0.34%) Mac OS X
6 2 (0.34%) Windows Server
Processes & Methodologies
1 150 (25.34%) Analytics
2 118 (19.93%) Machine Learning
3 117 (19.76%) Agile Software Development
4 99 (16.72%) OO
5 97 (16.39%) Software Engineering
6 54 (9.12%) OOD
7 53 (8.95%) Data Analytics
8 51 (8.61%) TDD
9 49 (8.28%) Data Analysis
10 46 (7.77%) Low Latency
11 41 (6.93%) OOP
12 40 (6.76%) Scrum
13 38 (6.42%) Multithreading
13 38 (6.42%) MVC
13 38 (6.42%) Open Source
14 36 (6.08%) Risk Management
15 34 (5.74%) Continuous Integration
16 26 (4.39%) SDLC
17 25 (4.22%) Bayesian Methods
18 23 (3.89%) Predictive Modelling
Programming Languages
1 292 (49.32%) Python
2 199 (33.61%) SQL
3 182 (30.74%) C++
4 163 (27.53%) Java
5 114 (19.26%) C#
6 108 (18.24%) R
7 59 (9.97%) JavaScript
8 52 (8.78%) Ruby
9 48 (8.11%) Scala
10 35 (5.91%) C
11 29 (4.90%) MATLAB
12 19 (3.21%) Perl
13 15 (2.53%) VBA
14 12 (2.03%) Bash Shell
15 9 (1.52%) PHP
16 7 (1.18%) Clojure
16 7 (1.18%) Lua
17 6 (1.01%) Fortran
18 5 (0.84%) Shell Script
18 5 (0.84%) T-SQL
Qualifications
1 389 (65.71%) Degree
2 148 (25.00%) PhD
3 10 (1.69%) MCAD
3 10 (1.69%) MCPD
3 10 (1.69%) MCSD
3 10 (1.69%) MCTS
3 10 (1.69%) Microsoft Certification
4 6 (1.01%) ISEB
4 6 (1.01%) ISTQB
5 5 (0.84%) Postgraduate
6 4 (0.68%) SC Cleared
6 4 (0.68%) Security Cleared
7 2 (0.34%) ISTQB Foundation Certification
8 1 (0.17%) CCSE
8 1 (0.17%) GCFW
8 1 (0.17%) GCIH
8 1 (0.17%) HNC
8 1 (0.17%) JNCIE
8 1 (0.17%) JNCIP
8 1 (0.17%) JNCIS
Quality Assurance & Compliance
1 26 (4.39%) QA
2 3 (0.51%) Data Quality
2 3 (0.51%) Dodd-Frank
2 3 (0.51%) FATCA
2 3 (0.51%) MiFID
3 1 (0.17%) DICOM
3 1 (0.17%) SNOMED CT
System Software
1 16 (2.70%) HDFS
2 7 (1.18%) VMware Infrastructure
3 5 (0.84%) Docker
3 5 (0.84%) KVM
4 3 (0.51%) Virtual Machines
5 1 (0.17%) Active Directory
Systems Management
1 15 (2.53%) Mesos
2 5 (0.84%) Ansible
2 5 (0.84%) Opscode Chef
3 2 (0.34%) Puppet
4 1 (0.17%) Graphite
4 1 (0.17%) HAProxy
Vendors
1 37 (6.25%) Oracle
2 31 (5.24%) Google
3 26 (4.39%) Microsoft
4 21 (3.55%) Tableau
5 16 (2.70%) Facebook
6 10 (1.69%) Actian
6 10 (1.69%) Omniture
7 8 (1.35%) StreamBase
7 8 (1.35%) VMware
8 6 (1.01%) Cisco
9 5 (0.84%) Pega
10 4 (0.68%) Hitachi
10 4 (0.68%) Netezza
10 4 (0.68%) SAP
11 3 (0.51%) Autodesk
11 3 (0.51%) Zend
12 2 (0.34%) Adobe
12 2 (0.34%) Juniper
12 2 (0.34%) Salesforce.com
12 2 (0.34%) TIBCO
City, London
Real Time Recruitment Solutions
Salary: 50,000 to 60,000
Posted: 12 hours ago
Central London / West End
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £45000 per annum
Posted: 10 hours ago
London
Oho Group Ltd.
Salary: £30k - 45k per year + Bonus and Benefits
Posted: Yesterday
City, London
Real Time Recruitment Solutions
Salary: 35,000 to 55,000
Posted: Yesterday
Central London / West End
IT Connections
Salary: £35,000 to £40,000
Posted: 10 hours ago
London
Montagu Olsen Associates
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday
London
IT Connections
Salary: £25,000 to £35,000
Posted: 11 hours ago
City, London
Harrington Starr
Salary: £35000 - £40000 per annum + Bonus + Benefits + Training
Posted: 2 days ago
London
Reward Recruitment
Salary: From £35,000 to £55,000 per annum
Posted: 2 days ago
Central London / West End
IT Connections
Salary: £35,000 to £45,000
Posted: 5 days ago
London
Harvey Nash plc
Salary: £50000 - £63000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 6 days ago
London
Harrington Starr
Posted: 6 days ago
London
Harrington Starr
Posted: 6 days ago
Central London / West End
IT Connections
Salary: £30,000 to £40,000
Posted: 5 days ago
North West London
Executive Recruitment Services (ERS)
Salary: £50000 - £55000 per annum + Benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £100000 - £120000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Empiric Solutions
Salary: Bonus
Posted: 5 days ago
Central London / West End
Client Server
Salary: £50k to £70k + bonus + benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £60000 - £80000 per annum + Benefits + Bonus
Posted: 6 days ago
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: 5 days ago
Kingston upon Thames
Pro-Quest
Salary: 35000-45000 Per Annum + benefits
Posted: 17 days ago
City Of London
HFG
Salary: £25000 - £32000 per annum
Posted: 17 days ago
London
Client Server
Salary: £50k to £70k + bonus + benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Client Server
Salary: £75,000 to £150,000 + bonus + benefits
Posted: 16 days ago
City of London
Energon Global
Salary: £20000 - £30000 per annum + Bonus + Benefits
Posted: 26 days ago