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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Physics
Rank 351 322 378
Rank change year-on-year
-29 +56
Permanent jobs citing Physics 316 423 336
As % of all permanent IT jobs located in London 0.80% 0.95% 0.72%
As % of the Miscellaneous category 1.75% 1.99% 1.59%
Number of salaries quoted 299 383 268
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year
+5.26% -5.00%
90% offered a salary of more than £26,000 £27,500 £27,500
10% offered a salary of more than £90,000 £79,500 £90,000
UK excluding London median salary £35,000 £36,500 £35,000
% change year-on-year
-4.10% +4.28%
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
18071 21282 21177
As % of all permanent IT jobs located in London 45.96% 47.95% 45.17%
Number of salaries quoted 15313 17431 17113
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 £33,000 £32,500
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 24 August 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 24 August 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 40 £80,000 +60.00% 5
Stanmore - 9 £40,000 -
Kingston Upon Thames +5 3 £55,000 +168.29%
Chessington +2 3 £47,500 - 1
Docklands, London - 3 - -
Canary Wharf 0 2 £105,000 +55.55%
Enfield -2 1 £30,000 +9.09%
Bromley - 1 - -
Physics
England

Physics
Top 30 Related IT Skills in London

For the 6 months to 24 August 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 (83.73%) Mathematics
2 458 (77.63%) Computer Science
3 410 (69.49%) Degree
4 287 (48.64%) Python
5 235 (39.83%) C++
6 208 (35.25%) Finance
7 176 (29.83%) SQL
8 153 (25.93%) PhD
9 145 (24.58%) Java
10 143 (24.24%) Analytical Skills
11 134 (22.71%) Analytics
12 123 (20.85%) Statistics
13 119 (20.17%) Machine Learning
14 111 (18.81%) C#
15 106 (17.97%) Linux
15 106 (17.97%) Software Engineering
16 100 (16.95%) Agile Software Development
17 96 (16.27%) Algorithms
18 94 (15.93%) OO
19 85 (14.41%) R
20 81 (13.73%) Big Data
21 72 (12.20%) .NET
22 60 (10.17%) Games
22 60 (10.17%) Windows
23 57 (9.66%) OOD
24 56 (9.49%) Data Analysis
25 55 (9.32%) Banking
26 50 (8.47%) Multithreading
27 49 (8.31%) Data Analytics
28 46 (7.80%) JavaScript

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 34 (5.76%) Apache Spark
2 33 (5.59%) SAS
3 12 (2.03%) Apache
4 8 (1.36%) Apache Pig
5 7 (1.19%) Elasticsearch
5 7 (1.19%) nginx
6 4 (0.68%) IPython
7 3 (0.51%) SharePoint
8 2 (0.34%) Confluence
8 2 (0.34%) Jupyter
9 1 (0.17%) CloudStack
9 1 (0.17%) CMS
9 1 (0.17%) Drupal
9 1 (0.17%) Gunicorn
9 1 (0.17%) JBoss
9 1 (0.17%) MS Exchange
9 1 (0.17%) OpenStack
9 1 (0.17%) WordPress
Applications
1 16 (2.71%) MS Excel
2 13 (2.20%) MS Office
3 12 (2.03%) SPSS
3 12 (2.03%) XMetaL
4 8 (1.36%) MS PowerPoint
5 6 (1.02%) MS Visio
6 4 (0.68%) SOLIDWORKS
7 3 (0.51%) Gephi
8 2 (0.34%) Adobe After Effects
8 2 (0.34%) CPLEX
8 2 (0.34%) Final Cut Pro
8 2 (0.34%) Maya
8 2 (0.34%) MODO
8 2 (0.34%) Photoshop
8 2 (0.34%) Spreadsheet
9 1 (0.17%) AutoCAD
9 1 (0.17%) Revit
9 1 (0.17%) Simulink
9 1 (0.17%) Stata
Business Applications
1 11 (1.86%) ReMetrica
2 2 (0.34%) Salesforce.com CRM
3 1 (0.17%) FastStats
Cloud Services
1 20 (3.39%) Amazon AWS
2 7 (1.19%) Microsoft Azure
3 6 (1.02%) Google Analytics
4 5 (0.85%) Cloud Computing
4 5 (0.85%) GitHub
5 4 (0.68%) SaaS
6 3 (0.51%) Heroku
7 2 (0.34%) Amazon EC2
7 2 (0.34%) Amazon Kinesis
7 2 (0.34%) AWS Elastic Beanstalk
Communications & Networking
1 13 (2.20%) TCP/IP
2 9 (1.53%) HTTP
3 6 (1.02%) MPLS
4 5 (0.85%) BGP
4 5 (0.85%) Diameter Protocol
4 5 (0.85%) DNS
4 5 (0.85%) FTP
4 5 (0.85%) VSAT
5 4 (0.68%) Cisco IOS
5 4 (0.68%) Ethernet
5 4 (0.68%) NX-OS
6 3 (0.51%) DVB
6 3 (0.51%) Internet
6 3 (0.51%) LAN
6 3 (0.51%) WAN
7 2 (0.34%) Broadband
7 2 (0.34%) Kerberos
7 2 (0.34%) VPN
7 2 (0.34%) Wireshark
8 1 (0.17%) Network Security
Database & Business Intelligence
1 81 (13.73%) Big Data
2 46 (7.80%) SQL Server
3 44 (7.46%) Hadoop
4 40 (6.78%) Data Mining
5 25 (4.24%) Apache Cassandra
5 25 (4.24%) MongoDB
6 23 (3.90%) NoSQL
7 18 (3.05%) GIS
8 16 (2.71%) KDB
9 15 (2.54%) Apache Hive
10 14 (2.37%) Relational Database
11 13 (2.20%) Data Warehouse
11 13 (2.20%) MySQL
12 11 (1.86%) PostgreSQL
13 7 (1.19%) Redis
14 6 (1.02%) Amazon Redshift
14 6 (1.02%) BusinessObjects
14 6 (1.02%) Impala
15 5 (0.85%) QlikView
16 4 (0.68%) SQL Server Integration Services
Development Applications
1 23 (3.90%) Git (software)
1 23 (3.90%) Visual Studio
2 19 (3.22%) TeamCity
3 15 (2.54%) JIRA
4 9 (1.53%) LabVIEW
4 9 (1.53%) NUnit
4 9 (1.53%) Subversion
5 5 (0.85%) Maven
6 4 (0.68%) Bitbucket
6 4 (0.68%) GDB
6 4 (0.68%) Selenium
6 4 (0.68%) Valgrind
7 3 (0.51%) Cucumber
7 3 (0.51%) Jenkins
7 3 (0.51%) WebDriver
8 2 (0.34%) Bugzilla
8 2 (0.34%) Mercurial
8 2 (0.34%) Vagrant
9 1 (0.17%) Appium
9 1 (0.17%) Calabash
General
1 208 (35.25%) Finance
2 60 (10.17%) Games
3 55 (9.32%) Banking
4 46 (7.80%) Front Office
5 35 (5.93%) Telecoms
6 32 (5.42%) Automotive
7 23 (3.90%) Investment Banking
7 23 (3.90%) Marketing
8 18 (3.05%) Aerospace
9 17 (2.88%) Manufacturing
9 17 (2.88%) Retail
10 7 (1.19%) Law
11 6 (1.02%) Advertising
11 6 (1.02%) Electronics
11 6 (1.02%) German Language
11 6 (1.02%) Spanish Language
12 5 (0.85%) Pharmaceutical
13 4 (0.68%) French Language
13 4 (0.68%) Publishing
14 3 (0.51%) Mandarin Language
Job Titles
1 276 (46.78%) Developer
2 117 (19.83%) C++ Developer
3 83 (14.07%) Analyst
4 75 (12.71%) Data Scientist
5 68 (11.53%) Software Developer
6 65 (11.02%) Graduate
7 61 (10.34%) Quantitative Developer
8 59 (10.00%) Python Developer
9 45 (7.63%) Graduate Analyst
10 40 (6.78%) C++ Software Developer
10 40 (6.78%) Junior
11 38 (6.44%) Senior Developer
11 38 (6.44%) Software Engineer
12 36 (6.10%) C++ Quantitative Developer
13 35 (5.93%) C# Developer
14 34 (5.76%) Senior Data Scientist
15 33 (5.59%) .NET Developer
16 32 (5.42%) GUI Developer
16 32 (5.42%) Java Developer
16 32 (5.42%) Junior Developer
Libraries, Frameworks & Software Standards
1 72 (12.20%) .NET
2 40 (6.78%) HTML
2 40 (6.78%) STL
3 39 (6.61%) Qt
4 37 (6.27%) NumPy
5 34 (5.76%) CSS
6 31 (5.25%) Boost C++ Libraries
6 31 (5.25%) OpenGL
7 30 (5.08%) ASP.NET
8 28 (4.75%) jQuery
9 25 (4.24%) AngularJS
9 25 (4.24%) ASP.NET MVC
9 25 (4.24%) Pandas
10 21 (3.56%) SciPy
11 18 (3.05%) WCF
12 17 (2.88%) Ajax
12 17 (2.88%) RabbitMQ
12 17 (2.88%) WPF
13 16 (2.71%) Qt Quick
13 16 (2.71%) WebKit
Miscellaneous
1 494 (83.73%) Mathematics
2 458 (77.63%) Computer Science
3 143 (24.24%) Analytical Skills
4 123 (20.85%) Statistics
5 96 (16.27%) Algorithms
6 41 (6.95%) Visualisation
7 33 (5.59%) Hedge funds
8 29 (4.92%) 3D Graphics
9 22 (3.73%) Credit Risk
10 20 (3.39%) Derivative
11 17 (2.88%) Artificial Intelligence
11 17 (2.88%) Foreign Exchange (FX)
12 16 (2.71%) Fintech
13 15 (2.54%) Biology
13 15 (2.54%) Market Risk
14 14 (2.37%) Chemistry
14 14 (2.37%) Neural Network
15 13 (2.20%) Economics
15 13 (2.20%) Equities
15 13 (2.20%) Management Information System
Operating Systems
1 106 (17.97%) Linux
2 60 (10.17%) Windows
3 41 (6.95%) Unix
4 3 (0.51%) Android
4 3 (0.51%) Apple iOS
5 2 (0.34%) Mac OS X
Processes & Methodologies
1 134 (22.71%) Analytics
2 119 (20.17%) Machine Learning
3 106 (17.97%) Software Engineering
4 100 (16.95%) Agile Software Development
5 94 (15.93%) OO
6 57 (9.66%) OOD
7 56 (9.49%) Data Analysis
8 50 (8.47%) Multithreading
9 49 (8.31%) Data Analytics
10 44 (7.46%) OOP
11 43 (7.29%) Risk Management
12 41 (6.95%) Open Source
13 40 (6.78%) SDLC
14 38 (6.44%) Low Latency
15 35 (5.93%) TDD
16 29 (4.92%) Predictive Modelling
17 28 (4.75%) Scrum
18 27 (4.58%) MVC
18 27 (4.58%) Statistical Analysis
19 25 (4.24%) Bayesian Methods
Programming Languages
1 287 (48.64%) Python
2 235 (39.83%) C++
3 176 (29.83%) SQL
4 145 (24.58%) Java
5 111 (18.81%) C#
6 85 (14.41%) R
7 46 (7.80%) JavaScript
8 41 (6.95%) Scala
9 39 (6.61%) C
10 37 (6.27%) Ruby
11 29 (4.92%) MATLAB
12 21 (3.56%) Perl
13 13 (2.20%) VBA
14 11 (1.86%) Lua
15 8 (1.36%) Bash Shell
16 7 (1.19%) Fortran
16 7 (1.19%) VB.NET
17 6 (1.02%) Clojure
17 6 (1.02%) Groovy
17 6 (1.02%) Shell Script
Qualifications
1 410 (69.49%) Degree
2 153 (25.93%) PhD
3 11 (1.86%) MCAD
3 11 (1.86%) MCPD
3 11 (1.86%) MCSD
3 11 (1.86%) MCTS
3 11 (1.86%) Microsoft Certification
4 8 (1.36%) Security Cleared
5 2 (0.34%) ISEB
5 2 (0.34%) ISTQB
5 2 (0.34%) MBA
6 1 (0.17%) CCIE
6 1 (0.17%) CCSP
6 1 (0.17%) Cisco Certification
6 1 (0.17%) CISSP
6 1 (0.17%) GCFW
6 1 (0.17%) GCIH
6 1 (0.17%) HNC
6 1 (0.17%) HND
6 1 (0.17%) JNCIS
Quality Assurance & Compliance
1 34 (5.76%) QA
2 6 (1.02%) Dodd-Frank
2 6 (1.02%) MiFID
3 3 (0.51%) EMIR
4 2 (0.34%) Data Quality
4 2 (0.34%) SNOMED CT
5 1 (0.17%) CRD IV
5 1 (0.17%) DICOM
System Software
1 8 (1.36%) Docker
2 6 (1.02%) VMware Infrastructure
3 5 (0.85%) HDFS
3 5 (0.85%) KVM
4 2 (0.34%) Virtual Machines
5 1 (0.17%) Active Directory
5 1 (0.17%) Firmware
Systems Management
1 6 (1.02%) Opscode Chef
2 5 (0.85%) Ansible
3 4 (0.68%) Mesos
4 1 (0.17%) Graphite
4 1 (0.17%) HAProxy
4 1 (0.17%) HP Operations Orchestration
4 1 (0.17%) Puppet
4 1 (0.17%) Salt
Vendors
1 33 (5.59%) Oracle
2 24 (4.07%) Microsoft
3 16 (2.71%) Google
4 15 (2.54%) Tableau
5 11 (1.86%) Actian
6 8 (1.36%) Facebook
6 8 (1.36%) Hitachi
6 8 (1.36%) VMware
7 7 (1.19%) TIBCO
8 6 (1.02%) Cisco
8 6 (1.02%) SAP
9 4 (0.68%) Netezza
9 4 (0.68%) Omniture
10 3 (0.51%) Autodesk
10 3 (0.51%) BT
10 3 (0.51%) Solace
11 2 (0.34%) Adobe
11 2 (0.34%) Juniper
11 2 (0.34%) Salesforce.com
11 2 (0.34%) StreamBase
London
Oho Group Ltd.
Salary: £35000 - £55000 per annum
Posted: Yesterday
London
Computer People
Salary: Benefits
Posted: Yesterday
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £60000 Per Annum + Benefits + negotiable package
Posted: 3 hours ago
North West London
Executive Recruitment Services (ERS)
Salary: £50000 - £55000 per annum + Benefits
Posted: 22 hours ago
North London
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
London
Oho Group Ltd.
Salary: £45000 - £70000 per annum, Benefits excellent benefits and share optio
Posted: 20 hours ago
London
Montagu Olsen Associates
Salary: From £25,000 to £35,000 per annum
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - £50,000 (+ top tier package and benefits!!!)
Posted: 5 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £60,000 per annum + benefits and bonus
Posted: Yesterday
City, London
McGregor Boyall
Salary: £45000 - £65000 per annum
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £20,000 to £30,000 per annum + Package
Posted: Yesterday
London
OHO Group
Salary: £35000 - £60000 per annum
Posted: 9 days ago
Chessington, Surrey
Real Time Recruitment Solutions
Salary: 40 - 50,0000
Posted: 5 days ago
London
Harvey Nash plc
Salary: £65000 - £75000 per annum
Posted: 6 days ago
London
Client Server
Salary: £50k to £70k + benefits
Posted: 8 days ago
London
Empiric.com
Salary: From £60,000 to £80,000 per annum + benefits
Posted: 6 days ago
London
Client Server
Salary: £75,000 to £150,000 + bonus + benefits
Posted: 12 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £80000 per annum + bonus + benefits
Posted: 6 days ago
City of London
Huxley
Salary: competitive
Posted: 19 days ago
Central London
ECM Selection
Salary: to £70k dep. on experience
Posted: 23 days ago