The following table provides summary statistics for permanent job vacancies advertised in London 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 30 April 2017 with a comparison to the same period in the previous 2 years.

Physics
England / London
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 336 372 423
Rank change year-on-year +36 +51  
Permanent jobs citing Physics 281 317 267
As % of all permanent IT jobs advertised in London 0.83% 0.75% 0.60%
As % of the Processes & Methodologies category 0.91% 0.83% 0.68%
Number of salaries quoted 261 298 223
Median salary £50,000 £60,000 £45,000
Median salary % change year-on-year -16.66% +33.33%  
90% offered a salary of more than £27,500 £30,000 £26,000
10% offered a salary of more than £100,000 £100,000 £80,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30734 38125 39439
As % of all permanent IT job vacancies advertised in London 90.38% 90.19% 88.25%
Number of salaries quoted 25647 32759 32908
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.34%  
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Physics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Physics
Salary Trend in London

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

Salary trend for Physics in London

Physics
Salary Histogram in London

The salary distribution of IT jobs citing Physics in London over the 3 months to 30 April 2017.

Salary histogram for Physics 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 30 April 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 +33 54 £47,500 -26.92% 18
West End of London +12 14 £35,000 -12.50% 3
Stanmore - 9 £40,000 -
Mayfair - 3 £85,000 -
Westminster -5 2 £90,000 +56.52%
Chessington 0 1 - -
Teddington - 1 - - 1
Physics
England

For the 6 months to 30 April 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.

1 471 (82.92%) Mathematics
2 395 (69.54%) Computer Science
3 344 (60.56%) Degree
4 279 (49.12%) Finance
5 245 (43.13%) Python
6 243 (42.78%) C++
7 162 (28.52%) Java
8 147 (25.88%) Linux
8 147 (25.88%) PhD
9 132 (23.24%) Machine Learning
10 125 (22.01%) Analytics
10 125 (22.01%) SQL
11 115 (20.25%) Statistics
11 115 (20.25%) Software Engineering
12 113 (19.89%) R
13 111 (19.54%) Algorithms
14 108 (19.01%) Analytical Skills
15 96 (16.90%) Windows
16 90 (15.85%) Banking
17 86 (15.14%) OO
18 80 (14.08%) Big Data
19 68 (11.97%) C#
19 68 (11.97%) Games
20 64 (11.27%) Hadoop
21 57 (10.04%) C
21 57 (10.04%) Scala
22 55 (9.68%) Telecoms
23 54 (9.51%) Front Office
23 54 (9.51%) Fintech
24 50 (8.80%) OOP

Physics
Co-occurring 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 45 (7.92%) Apache Spark
2 18 (3.17%) SAS
3 14 (2.46%) Apache
4 10 (1.76%) Elasticsearch
5 9 (1.58%) Confluence
5 9 (1.58%) JBoss
5 9 (1.58%) Tomcat
6 4 (0.70%) Jupyter
7 3 (0.53%) Apache Solr
8 2 (0.35%) Cloud Foundry
9 1 (0.18%) Apache Pig
9 1 (0.18%) DataSynapse
9 1 (0.18%) MS Exchange
9 1 (0.18%) NServiceBus
9 1 (0.18%) SharePoint
9 1 (0.18%) Skype for Business
Applications
1 16 (2.82%) Microsoft Excel
2 15 (2.64%) SPSS
3 8 (1.41%) Microsoft Office
4 1 (0.18%) Maple
4 1 (0.18%) Microsoft PowerPoint
4 1 (0.18%) Microsoft Project
4 1 (0.18%) Simulink
4 1 (0.18%) SPSS Modeler
Business Applications
1 1 (0.18%) Advent Geneva
1 1 (0.18%) Loan IQ
1 1 (0.18%) Pega PRPC
1 1 (0.18%) SAP ERP
Cloud Services
1 33 (5.81%) Amazon AWS
2 17 (2.99%) Microsoft Azure
3 10 (1.76%) SaaS
4 9 (1.58%) GitHub
5 8 (1.41%) Amazon S3
5 8 (1.41%) Google Cloud Platform
6 5 (0.88%) Google Analytics
7 4 (0.70%) Slack
8 3 (0.53%) Amazon EC2
9 2 (0.35%) Amazon Kinesis
9 2 (0.35%) AWS CloudFormation
9 2 (0.35%) AWS Lambda
9 2 (0.35%) Google App Engine
10 1 (0.18%) Amazon CloudWatch
10 1 (0.18%) AWS CloudTrail
10 1 (0.18%) AWS Elastic Beanstalk
10 1 (0.18%) CloudFront
10 1 (0.18%) G Suite
10 1 (0.18%) Office 365
10 1 (0.18%) Virtual Private Cloud
Communications & Networking
1 16 (2.82%) InfiniBand
1 16 (2.82%) NAS
2 8 (1.41%) SSH
3 7 (1.23%) Ethernet
4 6 (1.06%) Internet
4 6 (1.06%) VoIP
5 5 (0.88%) TCP/IP
6 4 (0.70%) DWDM
6 4 (0.70%) HTTP
6 4 (0.70%) Network Security
6 4 (0.70%) SDH
7 3 (0.53%) DHCP
7 3 (0.53%) DNS
7 3 (0.53%) WAN
7 3 (0.53%) Wireless
8 2 (0.35%) Firewall
8 2 (0.35%) LAN
8 2 (0.35%) MQTT
9 1 (0.18%) Bluetooth
9 1 (0.18%) RFID
Database & Business Intelligence
1 80 (14.08%) Big Data
2 64 (11.27%) Hadoop
3 36 (6.34%) Data Mining
4 35 (6.16%) NoSQL
5 23 (4.05%) MongoDB
6 18 (3.17%) SQL Server
7 13 (2.29%) Apache Hive
7 13 (2.29%) Relational Database
8 12 (2.11%) PostgreSQL
9 10 (1.76%) HBase
10 8 (1.41%) Amazon Redshift
10 8 (1.41%) MySQL
10 8 (1.41%) Neo4j
10 8 (1.41%) RDBMS
10 8 (1.41%) Text Mining
11 6 (1.06%) KDB
11 6 (1.06%) Power BI
12 5 (0.88%) Tick Data
13 4 (0.70%) Apache Cassandra
13 4 (0.70%) BigQuery
Development Applications
1 21 (3.70%) Jenkins
2 18 (3.17%) Visual Studio
3 17 (2.99%) Git (software)
4 13 (2.29%) Subversion
5 10 (1.76%) LabVIEW
6 9 (1.58%) Atlassian Bamboo
6 9 (1.58%) Travis CI
7 3 (0.53%) Apache Continuum
7 3 (0.53%) JIRA
8 2 (0.35%) Eclipse
8 2 (0.35%) Gradle
9 1 (0.18%) Maven
9 1 (0.18%) Vagrant
9 1 (0.18%) Xcode
9 1 (0.18%) Yeoman
General
1 279 (49.12%) Finance
2 90 (15.85%) Banking
3 68 (11.97%) Games
4 55 (9.68%) Telecoms
5 54 (9.51%) Front Office
6 35 (6.16%) Automotive
7 26 (4.58%) Investment Banking
8 23 (4.05%) Aerospace
9 19 (3.35%) Electronics
10 17 (2.99%) Marketing
11 15 (2.64%) Retail
12 14 (2.46%) Advertising
12 14 (2.46%) Manufacturing
13 11 (1.94%) Financial Institution
14 4 (0.70%) French Language
14 4 (0.70%) German Language
15 3 (0.53%) Back Office
15 3 (0.53%) Legal
15 3 (0.53%) Military
16 2 (0.35%) Spanish Language
Job Titles
1 171 (30.11%) Developer
2 102 (17.96%) Data Scientist
3 98 (17.25%) C++ Developer
4 93 (16.37%) Analyst
5 74 (13.03%) Graduate
6 65 (11.44%) Software Engineer
7 58 (10.21%) Junior
8 56 (9.86%) Software Developer
9 48 (8.45%) C++ Software Developer
10 40 (7.04%) C++ Software Engineer
11 39 (6.87%) Quantitative Developer
12 37 (6.51%) Junior Developer
13 35 (6.16%) Graduate Analyst
14 34 (5.99%) C++ GUI Developer
14 34 (5.99%) GUI Developer
15 29 (5.11%) Java Developer
16 28 (4.93%) Senior Data Scientist
17 26 (4.58%) C# Developer
18 25 (4.40%) C++ Quantitative Developer
19 23 (4.05%) Senior Developer
Libraries, Frameworks & Software Standards
1 45 (7.92%) Qt
2 34 (5.99%) .NET
3 26 (4.58%) OpenGL
4 21 (3.70%) STL
5 20 (3.52%) Pandas
6 18 (3.17%) NumPy
7 16 (2.82%) Natural Language Processing
8 14 (2.46%) ASP.NET
9 13 (2.29%) Boost C++ Libraries
9 13 (2.29%) Qt Quick
9 13 (2.29%) scikit-learn
9 13 (2.29%) WebKit
10 12 (2.11%) HTML
11 11 (1.94%) MFC
11 11 (1.94%) Middleware
12 10 (1.76%) Elastic Stack
12 10 (1.76%) Spring
13 9 (1.58%) Node.js
13 9 (1.58%) SciPy
13 9 (1.58%) XML
Miscellaneous
1 395 (69.54%) Computer Science
2 111 (19.54%) Algorithms
3 108 (19.01%) Analytical Skills
4 54 (9.51%) Fintech
5 26 (4.58%) 3D Graphics
6 23 (4.05%) Hedge funds
7 22 (3.87%) Data Structures
7 22 (3.87%) Foreign Exchange (FX)
8 21 (3.70%) Derivative
9 19 (3.35%) Market Risk
10 18 (3.17%) Device Driver
11 14 (2.46%) Credit Risk
11 14 (2.46%) Greenfield Project
12 9 (1.58%) Data Centre
13 8 (1.41%) Animation
14 7 (1.23%) Equities
14 7 (1.23%) Fixed Income
14 7 (1.23%) Social Network
15 6 (1.06%) OTC Derivatives
16 5 (0.88%) Embedded Systems
Operating Systems
1 147 (25.88%) Linux
2 96 (16.90%) Windows
3 42 (7.39%) Unix
4 19 (3.35%) Windows Server
5 13 (2.29%) Solaris
6 11 (1.94%) Ubuntu
7 10 (1.76%) Red Hat Enterprise Linux
8 7 (1.23%) Windows 7
9 5 (0.88%) Apple iOS
10 4 (0.70%) Android
11 3 (0.53%) Mac OS X
11 3 (0.53%) Windows 10
11 3 (0.53%) Windows Server 2008
11 3 (0.53%) Windows Server 2012
12 1 (0.18%) HPUX
Processes & Methodologies
1 471 (82.92%) Mathematics
2 132 (23.24%) Machine Learning
3 125 (22.01%) Analytics
4 115 (20.25%) Software Engineering
4 115 (20.25%) Statistics
5 86 (15.14%) OO
6 50 (8.80%) OOP
7 49 (8.63%) Agile Software Development
8 46 (8.10%) SDLC
9 38 (6.69%) OOD
9 38 (6.69%) Risk Management
10 37 (6.51%) Financial Modelling
11 35 (6.16%) Business Intelligence
12 34 (5.99%) Visualisation
13 29 (5.11%) Data Analysis
13 29 (5.11%) Validation
14 27 (4.75%) Data Visualisation
14 27 (4.75%) Economics
15 24 (4.23%) E-Commerce
16 23 (4.05%) Artificial Intelligence
Programming Languages
1 245 (43.13%) Python
2 243 (42.78%) C++
3 162 (28.52%) Java
4 125 (22.01%) SQL
5 113 (19.89%) R
6 68 (11.97%) C#
7 57 (10.04%) C
7 57 (10.04%) Scala
8 36 (6.34%) MATLAB
9 35 (6.16%) JavaScript
10 22 (3.87%) Shell Script
11 20 (3.52%) Ruby
12 17 (2.99%) Perl
13 12 (2.11%) Fortran
14 9 (1.58%) Bash Shell
14 9 (1.58%) VBA
15 4 (0.70%) Lua
16 3 (0.53%) Julia
16 3 (0.53%) PowerShell
17 2 (0.35%) Go
Qualifications
1 344 (60.56%) Degree
2 147 (25.88%) PhD
3 5 (0.88%) DV Cleared
3 5 (0.88%) ISTQB
3 5 (0.88%) Postgraduate
3 5 (0.88%) Security Cleared
4 4 (0.70%) RHCE
5 3 (0.53%) CCNA
5 3 (0.53%) Cisco Certification
6 1 (0.18%) AWS Certification
6 1 (0.18%) CISA
6 1 (0.18%) CISM
6 1 (0.18%) CISSP
6 1 (0.18%) MCSD
6 1 (0.18%) Microsoft Certification
6 1 (0.18%) Oracle Certification
6 1 (0.18%) SC Cleared
Quality Assurance & Compliance
1 47 (8.27%) QA
2 13 (2.29%) MiFID
3 9 (1.58%) Dodd-Frank
3 9 (1.58%) EMIR
4 5 (0.88%) Data Quality
5 3 (0.53%) ISO/IEC 17799
6 1 (0.18%) ISO/IEC 27001
6 1 (0.18%) PCI DSS
6 1 (0.18%) PMO
System Software
1 10 (1.76%) Docker
1 10 (1.76%) VMware Infrastructure
2 9 (1.58%) HDFS
2 9 (1.58%) Veritas Cluster Server
3 8 (1.41%) Active Directory
3 8 (1.41%) OpenSSH
4 3 (0.53%) Apache Flume
5 2 (0.35%) Firmware
5 2 (0.35%) Virtual Machines
6 1 (0.18%) Snort
6 1 (0.18%) VirtualBox
6 1 (0.18%) Xen
Systems Management
1 21 (3.70%) Puppet
2 10 (1.76%) Ansible
2 10 (1.76%) Opscode Chef
3 9 (1.58%) Kibana
3 9 (1.58%) logstash
3 9 (1.58%) Nagios
4 8 (1.41%) Graphite
4 8 (1.41%) Nmap
5 7 (1.23%) Salt
6 6 (1.06%) Backup Exec
6 6 (1.06%) SCCM
7 3 (0.53%) Ambari
7 3 (0.53%) Oozie
8 2 (0.35%) Mesos
9 1 (0.18%) Kubernetes
9 1 (0.18%) StatsD
9 1 (0.18%) Terraform
Vendors
1 26 (4.58%) Tableau
2 23 (4.05%) VMware
3 22 (3.87%) Oracle
4 20 (3.52%) Microsoft
5 16 (2.82%) NetApp
6 14 (2.46%) Google
7 10 (1.76%) Cisco
8 9 (1.58%) Red Hat
8 9 (1.58%) Veritas
9 8 (1.41%) AppDynamics
9 8 (1.41%) Apple
9 8 (1.41%) Cloudera
9 8 (1.41%) Hortonworks
9 8 (1.41%) Splunk
10 6 (1.06%) Blue Coat
10 6 (1.06%) Salesforce.com
10 6 (1.06%) Veeam
11 5 (0.88%) MapR
12 4 (0.70%) IBM
12 4 (0.70%) VocaLink
London
Amicus Recruitment Limited
Salary: £30000 - £50000 per annum + Pension, Bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Competitive base salary + bonus/equity
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Highly competitive market rate
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Up to 250,000 SGD / (~£130K)
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Highly competitive market rate
Posted: 2 days ago
London
Redrock Consulting Ltd
Salary: £20000 - £27000 per annum + Excellent Training, Bonus Scheme
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £35,000 to £50,000 per annum
Posted: 3 days ago
Central London / West End
IT Connections
Salary: £30,000 to £40,000
Posted: 2 days ago
Central London / West End
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £55000 - £70000 per annum + Bonus + Benefits + Training
Posted: 2 days ago
City, London
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £45,000 to £60,000 per annum
Posted: 3 days ago
City, London
Harrington Starr
Salary: £30000 - £35000 per annum + Bonus + Benefits + Training
Posted: 2 days ago
London
Certus Recruitment Group
Salary: 400-£550 per day
Posted: 3 days ago
London
IT Connections
Salary: £25,000 to £30,000
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Up to £65,000 + Bonus
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
City, London
ComputAppoint
Salary: £80000 - £90000 per annum
Posted: 5 days ago
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
Central London / West End
IT Connections
Salary: £35,000 to £40,000
Posted: 4 days ago
City, London
Harrington Starr
Salary: £35000 - £50000 per annum + Bonus + Benefits + Training
Posted: 2 days ago
London
IT Connections
Salary: to £55000
Posted: 2 days ago
Barnet, Hertfordshire
Informatiq Consulting
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £32,000 - £45,000 and package
Posted: 5 days ago
City, London
JM
Salary: £35000 - £50000 per annum
Posted: 5 days ago
London
Auburn Rose
Salary: From £20,000 to £30,000 per annum + Benefits
Posted: 6 days ago
London
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 6 days ago