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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Physics
England / London
Rank 330 343 462
Rank change year-on-year
+13 +119
Permanent jobs citing Physics 271 339 184
As % of all permanent IT jobs located in London 0.82% 0.83% 0.45%
As % of the Miscellaneous category 1.77% 1.75% 0.98%
Number of salaries quoted 228 280 166
Median salary £55,000 £55,000 £45,000
Median salary % change year-on-year
- +22.22%
90% offered a salary of more than £27,500 £28,500 £26,500
10% offered a salary of more than £95,000 £85,000 £82,500
UK excluding London median salary £39,000 £42,000 £36,750
% change year-on-year
-7.14% +14.28%

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
15315 19392 18790
As % of all permanent IT jobs located in London 46.37% 47.70% 45.70%
Number of salaries quoted 12795 16138 15555
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 £35,000 £33,412
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £42,500 £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 22 January 2017.

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 22 January 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
City of London +40 53 £82,500 +37.50% 12
Stanmore - 8 £32,500 -
Teddington +6 3 - -
Surbiton - 2 £55,000 -
Docklands, London - 2 £82,500 -
Chessington - 1 £55,000 -
Greenford - 1 £45,500 -
Physics
England

Physics
Top 30 Related IT Skills in London

For the 6 months to 22 January 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 London region with a requirement for Physics.

1 450 (84.75%) Mathematics
2 401 (75.52%) Computer Science
3 358 (67.42%) Degree
4 249 (46.89%) C++
5 208 (39.17%) Finance
6 195 (36.72%) Python
7 154 (29.00%) Java
8 125 (23.54%) Software Engineering
9 117 (22.03%) SQL
10 99 (18.64%) PhD
11 97 (18.27%) Banking
12 89 (16.76%) Analytics
13 88 (16.57%) Machine Learning
13 88 (16.57%) Analytical Skills
14 87 (16.38%) Linux
15 84 (15.82%) C#
16 83 (15.63%) Statistics
17 78 (14.69%) R
18 71 (13.37%) Scala
19 67 (12.62%) OO
20 66 (12.43%) Algorithms
21 57 (10.73%) C
22 54 (10.17%) .NET
23 52 (9.79%) Games
23 52 (9.79%) Risk Management
23 52 (9.79%) SDLC
24 51 (9.60%) Agile Software Development
25 50 (9.42%) Windows
26 47 (8.85%) Big Data
27 43 (8.10%) SQL Server

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 42 (7.91%) Apache Spark
2 19 (3.58%) SAS
3 14 (2.64%) JBoss
4 12 (2.26%) Apache
5 10 (1.88%) Elasticsearch
6 9 (1.69%) Confluence
6 9 (1.69%) Tomcat
7 7 (1.32%) Jupyter
8 4 (0.75%) CloudStack
8 4 (0.75%) OpenStack
9 3 (0.56%) Apache Pig
9 3 (0.56%) Apache Solr
9 3 (0.56%) Cloud Foundry
10 1 (0.19%) IPython
10 1 (0.19%) MS Exchange
10 1 (0.19%) SharePoint
10 1 (0.19%) Skype for Business
Applications
1 13 (2.45%) SPSS
2 12 (2.26%) MS Office
3 10 (1.88%) MS Excel
4 4 (0.75%) MS PowerPoint
4 4 (0.75%) MS Visio
4 4 (0.75%) XMetaL
5 2 (0.38%) CPLEX
6 1 (0.19%) Maple
6 1 (0.19%) Simulink
Business Applications
1 1 (0.19%) Advent Geneva
1 1 (0.19%) SAP ERP
Cloud Services
1 30 (5.65%) Amazon AWS
2 19 (3.58%) Microsoft Azure
3 10 (1.88%) GitHub
4 8 (1.51%) SaaS
5 6 (1.13%) Amazon S3
6 5 (0.94%) Amazon Kinesis
7 4 (0.75%) Google Cloud Platform
7 4 (0.75%) Slack
8 3 (0.56%) Amazon EC2
8 3 (0.56%) AWS Lambda
8 3 (0.56%) Cloud Computing
8 3 (0.56%) Google App Engine
9 2 (0.38%) AWS Elastic Beanstalk
9 2 (0.38%) Google Analytics
10 1 (0.19%) Amazon CloudWatch
10 1 (0.19%) Amazon EMR
10 1 (0.19%) AWS CloudFormation
10 1 (0.19%) AWS CloudTrail
10 1 (0.19%) Heroku
10 1 (0.19%) Virtual Private Cloud
Communications & Networking
1 17 (3.20%) TCP/IP
2 8 (1.51%) SSH
3 7 (1.32%) Ethernet
4 6 (1.13%) HTTP
5 5 (0.94%) Network Security
6 3 (0.56%) DWDM
6 3 (0.56%) Firewall
6 3 (0.56%) SDH
6 3 (0.56%) WAN
6 3 (0.56%) Wireless
7 2 (0.38%) InfiniBand
7 2 (0.38%) Internet
7 2 (0.38%) Intrusion Detection
7 2 (0.38%) LAN
8 1 (0.19%) DVB
8 1 (0.19%) IPsec
8 1 (0.19%) MQTT
8 1 (0.19%) NAS
Database & Business Intelligence
1 47 (8.85%) Big Data
2 43 (8.10%) SQL Server
3 38 (7.16%) Hadoop
4 27 (5.08%) NoSQL
5 24 (4.52%) Data Mining
6 17 (3.20%) MongoDB
7 12 (2.26%) MySQL
7 12 (2.26%) PostgreSQL
8 9 (1.69%) Relational Database
8 9 (1.69%) SQL Server 2012
8 9 (1.69%) SQL Server 2014
8 9 (1.69%) SQL Server 2016
9 8 (1.51%) Apache Cassandra
9 8 (1.51%) Apache Hive
9 8 (1.51%) GIS
9 8 (1.51%) HBase
10 6 (1.13%) Berkeley DB
10 6 (1.13%) BusinessObjects
10 6 (1.13%) Data Warehouse
11 5 (0.94%) Neo4j
Development Applications
1 27 (5.08%) Git (software)
2 24 (4.52%) Jenkins
3 16 (3.01%) Subversion
4 15 (2.82%) Visual Studio
5 9 (1.69%) Atlassian Bamboo
5 9 (1.69%) Travis CI
6 6 (1.13%) LabVIEW
7 5 (0.94%) Cucumber
8 3 (0.56%) Apache Continuum
9 2 (0.38%) Eclipse
9 2 (0.38%) Gradle
9 2 (0.38%) NUnit
9 2 (0.38%) Rational DOORS
10 1 (0.19%) JIRA
10 1 (0.19%) Selenium
10 1 (0.19%) Team Foundation Server
General
1 208 (39.17%) Finance
2 97 (18.27%) Banking
3 52 (9.79%) Games
4 37 (6.97%) Front Office
5 34 (6.40%) Telecoms
6 29 (5.46%) Automotive
7 26 (4.90%) Investment Banking
8 21 (3.95%) Marketing
9 19 (3.58%) Manufacturing
10 16 (3.01%) Retail
11 14 (2.64%) Aerospace
12 12 (2.26%) German Language
13 11 (2.07%) Electronics
13 11 (2.07%) Spanish Language
14 10 (1.88%) Financial Institution
15 9 (1.69%) French Language
16 8 (1.51%) Advertising
17 5 (0.94%) Mandarin Language
18 4 (0.75%) Cantonese Language
18 4 (0.75%) Dutch Language
Job Titles
1 215 (40.49%) Developer
2 119 (22.41%) C++ Developer
3 96 (18.08%) Analyst
4 81 (15.25%) Graduate
5 64 (12.05%) Data Scientist
6 55 (10.36%) Graduate Analyst
6 55 (10.36%) Quantitative Developer
6 55 (10.36%) Software Developer
7 50 (9.42%) Software Engineer
8 42 (7.91%) C++ Software Developer
9 40 (7.53%) Java Developer
10 38 (7.16%) C++ Quantitative Developer
11 37 (6.97%) Junior
12 33 (6.21%) C++ GUI Developer
12 33 (6.21%) GUI Developer
13 31 (5.84%) Senior Developer
14 30 (5.65%) Architect
14 30 (5.65%) C# Developer
15 25 (4.71%) Python Developer
16 21 (3.95%) Junior Developer
Libraries, Frameworks & Software Standards
1 54 (10.17%) .NET
2 42 (7.91%) Qt
3 26 (4.90%) OpenGL
4 23 (4.33%) STL
5 22 (4.14%) NumPy
6 20 (3.77%) HTML
7 19 (3.58%) Qt Quick
7 19 (3.58%) WebKit
8 17 (3.20%) CSS
8 17 (3.20%) Pandas
9 14 (2.64%) WPF
10 13 (2.45%) ASP.NET
11 12 (2.26%) REST
11 12 (2.26%) Web Services
12 11 (2.07%) Boost C++ Libraries
12 11 (2.07%) scikit-learn
13 10 (1.88%) .NET Framework
13 10 (1.88%) Flask
13 10 (1.88%) Middleware
14 9 (1.69%) Spring
Miscellaneous
1 450 (84.75%) Mathematics
2 401 (75.52%) Computer Science
3 88 (16.57%) Analytical Skills
4 83 (15.63%) Statistics
5 66 (12.43%) Algorithms
6 30 (5.65%) Data Centre
7 28 (5.27%) 3D Graphics
8 27 (5.08%) Fintech
9 25 (4.71%) Foreign Exchange (FX)
10 23 (4.33%) Market Risk
11 21 (3.95%) Biology
12 20 (3.77%) Enterprise Software
13 19 (3.58%) Derivative
13 19 (3.58%) Economics
14 16 (3.01%) Artificial Intelligence
14 16 (3.01%) Visualisation
15 15 (2.82%) Chemistry
15 15 (2.82%) Credit Risk
16 14 (2.64%) Hedge funds
17 11 (2.07%) Life Science
Operating Systems
1 87 (16.38%) Linux
2 50 (9.42%) Windows
3 26 (4.90%) Unix
4 4 (0.75%) Android
4 4 (0.75%) Apple iOS
4 4 (0.75%) Mac OS X
5 3 (0.56%) Windows Server
6 1 (0.19%) Red Hat Enterprise Linux
6 1 (0.19%) Solaris
6 1 (0.19%) Ubuntu
Processes & Methodologies
1 125 (23.54%) Software Engineering
2 89 (16.76%) Analytics
3 88 (16.57%) Machine Learning
4 67 (12.62%) OO
5 52 (9.79%) Risk Management
5 52 (9.79%) SDLC
6 51 (9.60%) Agile Software Development
7 38 (7.16%) Multithreading
8 36 (6.78%) OOP
8 36 (6.78%) Open Source
9 32 (6.03%) OOD
10 31 (5.84%) Stakeholder Management
11 30 (5.65%) SOA
12 28 (5.27%) Business Intelligence
12 28 (5.27%) Data Analytics
13 26 (4.90%) Microservices
14 25 (4.71%) DevOps
15 23 (4.33%) Mentoring
15 23 (4.33%) Statistical Modelling
15 23 (4.33%) TDD
Programming Languages
1 249 (46.89%) C++
2 195 (36.72%) Python
3 154 (29.00%) Java
4 117 (22.03%) SQL
5 84 (15.82%) C#
6 78 (14.69%) R
7 71 (13.37%) Scala
8 57 (10.73%) C
9 36 (6.78%) JavaScript
9 36 (6.78%) Ruby
10 30 (5.65%) MATLAB
11 19 (3.58%) Perl
12 13 (2.45%) VBA
13 11 (2.07%) Lua
14 10 (1.88%) VB.NET
15 7 (1.32%) Shell Script
16 6 (1.13%) Bash Shell
17 3 (0.56%) Assembly Language
18 2 (0.38%) Embedded C
18 2 (0.38%) Tcl
Qualifications
1 358 (67.42%) Degree
2 99 (18.64%) PhD
3 7 (1.32%) Security Cleared
4 5 (0.94%) Cisco Certification
4 5 (0.94%) Postgraduate
5 4 (0.75%) CISM
5 4 (0.75%) CISSP
6 3 (0.56%) CCNA
7 2 (0.38%) CCNP
7 2 (0.38%) CRISC
7 2 (0.38%) ISSAP
8 1 (0.19%) AWS Certification
8 1 (0.19%) CISA
8 1 (0.19%) DV Cleared
8 1 (0.19%) HPE ATP
8 1 (0.19%) MBA
8 1 (0.19%) MCSD
8 1 (0.19%) Microsoft Certification
8 1 (0.19%) Oracle Certification
8 1 (0.19%) RHCE
Quality Assurance & Compliance
1 38 (7.16%) QA
2 10 (1.88%) MiFID
3 7 (1.32%) Dodd-Frank
3 7 (1.32%) EMIR
4 4 (0.75%) ISO/IEC 27001
5 3 (0.56%) ISO/IEC 17799
6 2 (0.38%) FISMA
6 2 (0.38%) JTAG
7 1 (0.19%) CRD IV
7 1 (0.19%) Data Quality
7 1 (0.19%) PCI DSS
System Software
1 20 (3.77%) Docker
2 8 (1.51%) OpenSSH
3 5 (0.94%) Virtual Machines
4 4 (0.75%) Firmware
5 3 (0.56%) Apache Flume
5 3 (0.56%) HDFS
6 2 (0.38%) Active Directory
7 1 (0.19%) VMware Infrastructure
7 1 (0.19%) Xen
Systems Management
1 16 (3.01%) Ansible
1 16 (3.01%) Opscode Chef
2 13 (2.45%) Puppet
3 11 (2.07%) Salt
4 9 (1.69%) Nagios
5 8 (1.51%) Graphite
5 8 (1.51%) Kibana
5 8 (1.51%) logstash
5 8 (1.51%) Nmap
6 3 (0.56%) Ambari
6 3 (0.56%) Mesos
6 3 (0.56%) Oozie
7 1 (0.19%) HP Operations Orchestration
Vendors
1 25 (4.71%) Microsoft
2 20 (3.77%) Oracle
3 18 (3.39%) Tableau
4 8 (1.51%) AppDynamics
4 8 (1.51%) Splunk
5 7 (1.32%) SAP
6 6 (1.13%) BT
6 6 (1.13%) VMware
7 5 (0.94%) StreamBase
8 4 (0.75%) Google
8 4 (0.75%) Hitachi
8 4 (0.75%) VocaLink
9 3 (0.56%) Cisco
9 3 (0.56%) Cloudera
9 3 (0.56%) GoldenSource
9 3 (0.56%) Hortonworks
9 3 (0.56%) Platfora
9 3 (0.56%) Solace
10 2 (0.38%) Mentor Graphics
10 2 (0.38%) Xilinx
London
Understanding Recruitment
Salary: £30000.00 - £40000.00 per annum
Posted: 4 hours ago
London
IT Connections
Salary: 60000
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
City, London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
South West London
Quant Capital
Salary: 60,000.00 + benefits and bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
Central London / West End
IT Connections
Salary: £35,000 to £45,000
Posted: 2 days ago
London
IT Connections
Salary: £25,000 to £35,000
Posted: 2 days ago
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 2 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
City, London
Real Time Recruitment Solutions
Salary: 30,000 to 50,000
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
London
ECM Selection
Salary: £outstanding + bens + bonus
Posted: 2 days ago
Central London / West End
X4 Group
Salary: £40k - 75k per year
Posted: 3 days ago
London
IT Connections
Salary: to £55000
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 6 days ago
London
Colston Consulting
Salary: £50000 - £60000 per annum
Posted: 6 days ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 4 days ago
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: 3 days ago
Central London / West End
SmarTech Group
Salary: From £45,000 to £65,000 per annum
Posted: 6 days ago
London
Vantage Recruitment Solutions Ltd
Salary: From £35,000 to £45,000 per annum Plus extensive benefits package
Posted: 5 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 5 days ago
City, London
JM
Salary: £55000 - £95000 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 5 days ago
City, London
TEKsystems
Posted: 6 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 3 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £26,000 to £26,000 per annum + training & extensive benefits
Posted: 10 days ago