The table below looks at the prevalence of the term Physics in IT jobs advertised for the England 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 408 390 408
Rank change year-on-year
-18 +18
Permanent jobs citing Physics 639 746 753
As % of all permanent IT jobs located in England 0.70% 0.73% 0.69%
As % of the Miscellaneous category 1.68% 1.74% 1.70%
Number of salaries quoted 564 658 649
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year
- -5.88%
90% offered a salary of more than £24,000 £24,500 £24,000
10% offered a salary of more than £72,500 £70,000 £77,500
UK excluding London median salary £35,000 £37,500 £35,000
% change year-on-year
-6.66% +7.14%
Physics
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38113 42895 44354
As % of all permanent IT jobs located in England 41.54% 41.74% 40.73%
Number of salaries quoted 31578 34328 35338
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £28,750
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Physics
Jobs Demand Trend in England

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

Physics Jobs Demand Trend in England

Physics
Salary Trend in England

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

Physics Salary Trend in England

Physics
Salary Histogram in England

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

Physics Salary Histogram in England

Physics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the England 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
London -33 291 £50,000 +5.26% 39
South East +9 150 £35,000 -3.44% 15
East of England +51 118 £30,000 -14.28% 20
West Midlands +12 41 £27,500 -31.25% 1
South West +36 39 £49,500 +46.66% 4
East Midlands 0 36 £35,000 -12.50% 4
North East +1 7 £32,000 +6.66% 2
North West +9 6 £30,000 +1.69% 5
Yorkshire +27 5 £18,500 -36.20% 3
Physics
UK

Physics
Top 30 Related IT Skills in England

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 England region with a requirement for Physics.

1 1104 (84.53%) Mathematics
2 945 (72.36%) Computer Science
3 943 (72.21%) Degree
4 534 (40.89%) C++
5 496 (37.98%) Python
6 418 (32.01%) C#
7 395 (30.25%) Java
8 379 (29.02%) Software Engineering
9 324 (24.81%) SQL
10 269 (20.60%) PhD
11 268 (20.52%) Linux
12 265 (20.29%) .NET
13 260 (19.91%) Finance
14 253 (19.37%) Analytical Skills
15 249 (19.07%) C
16 236 (18.07%) Agile Software Development
17 215 (16.46%) Algorithms
18 206 (15.77%) Analytics
18 206 (15.77%) Machine Learning
19 194 (14.85%) OO
20 190 (14.55%) Statistics
21 166 (12.71%) HTML
22 144 (11.03%) JavaScript
23 138 (10.57%) ASP.NET
23 138 (10.57%) Big Data
24 133 (10.18%) R
25 130 (9.95%) Windows
26 127 (9.72%) CSS
27 124 (9.49%) Games
28 95 (7.27%) Unix

Physics
Top Related IT Skills in England 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 59 (4.52%) Apache Spark
2 41 (3.14%) SAS
3 22 (1.68%) OpenStack
4 18 (1.38%) Apache
5 13 (1.00%) Elasticsearch
6 12 (0.92%) Apache Pig
7 7 (0.54%) nginx
8 6 (0.46%) DNN
9 5 (0.38%) IIS
9 5 (0.38%) SharePoint
10 4 (0.31%) IPython
11 3 (0.23%) Apache Solr
11 3 (0.23%) CMS
11 3 (0.23%) Drupal
11 3 (0.23%) WordPress
12 2 (0.15%) Confluence
12 2 (0.15%) Jupyter
12 2 (0.15%) Skype for Business
13 1 (0.077%) Gunicorn
13 1 (0.077%) MS Exchange
Applications
1 33 (2.53%) MS Excel
2 20 (1.53%) SPSS
3 19 (1.45%) MS PowerPoint
4 17 (1.30%) MS Office
5 12 (0.92%) MS Visio
6 9 (0.69%) XMetaL
7 7 (0.54%) SOLIDWORKS
8 5 (0.38%) Gephi
9 3 (0.23%) AutoCAD
10 2 (0.15%) Adobe After Effects
10 2 (0.15%) Blender
10 2 (0.15%) Final Cut Pro
10 2 (0.15%) Maya
10 2 (0.15%) MODO
10 2 (0.15%) Photoshop
10 2 (0.15%) Revit
10 2 (0.15%) Simulink
10 2 (0.15%) Spreadsheet
11 1 (0.077%) MicroStation
11 1 (0.077%) Solid Edge
Business Applications
1 11 (0.84%) ReMetrica
2 2 (0.15%) Salesforce.com CRM
3 1 (0.077%) FastStats
3 1 (0.077%) SAP Oil and Gas
Cloud Services
1 52 (3.98%) Amazon AWS
2 28 (2.14%) SaaS
3 15 (1.15%) Microsoft Azure
4 14 (1.07%) Google Analytics
5 8 (0.61%) Amazon S3
5 8 (0.61%) Cloud Computing
6 7 (0.54%) Amazon EC2
6 7 (0.54%) Amazon Kinesis
6 7 (0.54%) AWS Elastic Beanstalk
6 7 (0.54%) GitHub
6 7 (0.54%) Google Cloud Platform
7 5 (0.38%) Google App Engine
7 5 (0.38%) Google Compute Engine
8 3 (0.23%) Heroku
8 3 (0.23%) Office 365
Communications & Networking
1 39 (2.99%) TCP/IP
2 21 (1.61%) Wireless
3 20 (1.53%) Network Security
4 18 (1.38%) Firewall
5 17 (1.30%) Ethernet
5 17 (1.30%) Internet
6 12 (0.92%) HTTP
7 11 (0.84%) Software-Defined Radio
8 9 (0.69%) DNS
8 9 (0.69%) MPLS
9 8 (0.61%) BGP
10 7 (0.54%) Cisco IOS
11 6 (0.46%) Wi-Fi
12 5 (0.38%) Diameter Protocol
12 5 (0.38%) FTP
12 5 (0.38%) VSAT
13 4 (0.31%) NX-OS
13 4 (0.31%) PBX
13 4 (0.31%) VPN
13 4 (0.31%) WAN
Database & Business Intelligence
1 138 (10.57%) Big Data
2 90 (6.89%) SQL Server
3 83 (6.36%) Hadoop
4 60 (4.59%) Data Mining
5 50 (3.83%) MongoDB
6 46 (3.52%) Apache Cassandra
7 41 (3.14%) NoSQL
8 34 (2.60%) MySQL
9 33 (2.53%) Relational Database
10 27 (2.07%) Data Warehouse
11 23 (1.76%) KDB
11 23 (1.76%) PostgreSQL
12 22 (1.68%) Apache Hive
12 22 (1.68%) GIS
13 14 (1.07%) Oracle Database
14 12 (0.92%) HBase
15 10 (0.77%) RDBMS
15 10 (0.77%) Redis
16 9 (0.69%) Amazon Redshift
16 9 (0.69%) Oracle Database 11g
Development Applications
1 76 (5.82%) Git (software)
2 59 (4.52%) Visual Studio
3 35 (2.68%) Subversion
4 27 (2.07%) Maven
4 27 (2.07%) TeamCity
5 25 (1.91%) NUnit
6 19 (1.45%) Bugzilla
7 18 (1.38%) LabVIEW
7 18 (1.38%) Team Foundation Server
8 16 (1.23%) JIRA
9 15 (1.15%) ClearCase
10 13 (1.00%) Eclipse
10 13 (1.00%) Mercurial
11 10 (0.77%) Selenium
12 9 (0.69%) Jenkins
13 7 (0.54%) Gradle
13 7 (0.54%) JUnit
14 5 (0.38%) Moq
14 5 (0.38%) TestNG
14 5 (0.38%) Vagrant
General
1 260 (19.91%) Finance
2 124 (9.49%) Games
3 74 (5.67%) Telecoms
4 64 (4.90%) Banking
5 53 (4.06%) Electronics
6 47 (3.60%) Front Office
7 46 (3.52%) Marketing
8 44 (3.37%) Retail
9 35 (2.68%) Automotive
9 35 (2.68%) Manufacturing
10 28 (2.14%) Aerospace
11 21 (1.61%) Investment Banking
11 21 (1.61%) Local Government
12 10 (0.77%) Advertising
13 6 (0.46%) Military
13 6 (0.46%) Online Betting
14 5 (0.38%) Law
14 5 (0.38%) Pharmaceutical
15 4 (0.31%) Publishing
16 3 (0.23%) French Language
Job Titles
1 543 (41.58%) Developer
2 241 (18.45%) Graduate
3 227 (17.38%) Software Engineer
4 156 (11.94%) Software Developer
5 131 (10.03%) Analyst
6 128 (9.80%) C++ Developer
7 109 (8.35%) Data Scientist
7 109 (8.35%) Junior
8 98 (7.50%) C# Developer
9 87 (6.66%) Python Developer
10 85 (6.51%) C++ Software Engineer
11 82 (6.28%) .NET Developer
12 78 (5.97%) Graduate Developer
13 69 (5.28%) Junior Developer
14 65 (4.98%) Graduate Analyst
15 62 (4.75%) Graduate Software Engineer
15 62 (4.75%) Java Developer
16 57 (4.36%) Quantitative Developer
17 52 (3.98%) C# .NET Developer
17 52 (3.98%) Consultant
Libraries, Frameworks & Software Standards
1 265 (20.29%) .NET
2 166 (12.71%) HTML
3 138 (10.57%) ASP.NET
4 127 (9.72%) CSS
5 76 (5.82%) HTML5
6 72 (5.51%) AngularJS
7 68 (5.21%) jQuery
8 66 (5.05%) CSS3
9 58 (4.44%) OpenGL
9 58 (4.44%) WPF
9 58 (4.44%) XML
10 57 (4.36%) Web Services
11 53 (4.06%) ASP.NET MVC
12 50 (3.83%) STL
13 46 (3.52%) NumPy
14 43 (3.29%) WCF
15 38 (2.91%) Boost C++ Libraries
15 38 (2.91%) Qt
16 37 (2.83%) Node.js
17 33 (2.53%) ASP.NET Web API
Miscellaneous
1 1104 (84.53%) Mathematics
2 945 (72.36%) Computer Science
3 253 (19.37%) Analytical Skills
4 215 (16.46%) Algorithms
5 190 (14.55%) Statistics
6 71 (5.44%) Visualisation
7 43 (3.29%) Chemistry
8 42 (3.22%) 3D Graphics
9 41 (3.14%) Hedge funds
10 32 (2.45%) Management Information System
11 31 (2.37%) Economics
12 27 (2.07%) Field-Programmable Gate Array
13 23 (1.76%) Artificial Intelligence
13 23 (1.76%) Credit Risk
13 23 (1.76%) Embedded Systems
14 22 (1.68%) Derivative
15 20 (1.53%) Fintech
16 19 (1.45%) Digital Media
16 19 (1.45%) Foreign Exchange (FX)
16 19 (1.45%) VHDL
Operating Systems
1 268 (20.52%) Linux
2 130 (9.95%) Windows
3 95 (7.27%) Unix
4 17 (1.30%) Android
5 8 (0.61%) Apple iOS
6 7 (0.54%) Embedded Linux
6 7 (0.54%) Windows 8
6 7 (0.54%) Windows Server
7 6 (0.46%) CoreOS
8 5 (0.38%) Windows 10
9 4 (0.31%) Mac OS X
10 3 (0.23%) Windows 7
11 2 (0.15%) AIX
11 2 (0.15%) Debian
11 2 (0.15%) Oracle Linux
11 2 (0.15%) Ubuntu
11 2 (0.15%) Windows Server 2008
11 2 (0.15%) Windows Server 2012
Processes & Methodologies
1 379 (29.02%) Software Engineering
2 236 (18.07%) Agile Software Development
3 206 (15.77%) Analytics
3 206 (15.77%) Machine Learning
4 194 (14.85%) OO
5 95 (7.27%) Multithreading
6 83 (6.36%) TDD
7 82 (6.28%) Scrum
8 80 (6.13%) Open Source
9 79 (6.05%) MVC
10 78 (5.97%) Low Latency
11 76 (5.82%) OOD
12 73 (5.59%) SDLC
13 71 (5.44%) Data Analysis
14 69 (5.28%) Data Analytics
15 65 (4.98%) OOP
16 50 (3.83%) Unit Testing
17 49 (3.75%) Project Management
18 46 (3.52%) Web Development
19 45 (3.45%) Risk Management
Programming Languages
1 534 (40.89%) C++
2 496 (37.98%) Python
3 418 (32.01%) C#
4 395 (30.25%) Java
5 324 (24.81%) SQL
6 249 (19.07%) C
7 144 (11.03%) JavaScript
8 133 (10.18%) R
9 74 (5.67%) MATLAB
10 65 (4.98%) Scala
11 55 (4.21%) Ruby
12 50 (3.83%) Perl
13 35 (2.68%) Bash Shell
14 31 (2.37%) VBA
15 28 (2.14%) VB
16 23 (1.76%) PHP
17 22 (1.68%) Shell Script
17 22 (1.68%) T-SQL
17 22 (1.68%) VB.NET
18 19 (1.45%) PL/SQL
Qualifications
1 943 (72.21%) Degree
2 269 (20.60%) PhD
3 45 (3.45%) Security Cleared
4 21 (1.61%) SC Cleared
5 18 (1.38%) Microsoft Certification
6 11 (0.84%) MCAD
6 11 (0.84%) MCPD
6 11 (0.84%) MCSD
6 11 (0.84%) MCTS
7 10 (0.77%) DV Cleared
8 9 (0.69%) Postgraduate
9 8 (0.61%) OCP
9 8 (0.61%) Oracle Certification
10 6 (0.46%) ISEB
10 6 (0.46%) ISTQB
11 4 (0.31%) CCIE
11 4 (0.31%) CEH
11 4 (0.31%) Cisco Certification
11 4 (0.31%) GIAC
11 4 (0.31%) OSCP
Quality Assurance & Compliance
1 41 (3.14%) QA
2 9 (0.69%) SLA
3 5 (0.38%) Def Stans
3 5 (0.38%) Dodd-Frank
3 5 (0.38%) MiFID
4 4 (0.31%) Data Quality
4 4 (0.31%) IEC 61508
5 3 (0.23%) TickIT
6 2 (0.15%) EMIR
6 2 (0.15%) ISO 9000
6 2 (0.15%) SNOMED CT
7 1 (0.077%) CRD IV
7 1 (0.077%) DICOM
7 1 (0.077%) FATCA
7 1 (0.077%) ISO 9001
7 1 (0.077%) ISO/IEC 27001
7 1 (0.077%) ISO22301
7 1 (0.077%) ISO27005
System Software
1 32 (2.45%) Docker
2 21 (1.61%) Firmware
3 11 (0.84%) HDFS
3 11 (0.84%) VMware Infrastructure
4 8 (0.61%) Oracle RAC
5 5 (0.38%) KVM
6 4 (0.31%) Active Directory
7 3 (0.23%) Apache ZooKeeper
7 3 (0.23%) Ceph
7 3 (0.23%) Virtual Machines
8 2 (0.15%) Apache Flume
8 2 (0.15%) Hyper-V
8 2 (0.15%) VMware ESX
9 1 (0.077%) BitLocker
Systems Management
1 11 (0.84%) Data Guard
2 9 (0.69%) Oracle RMAN
3 8 (0.61%) Mesos
4 5 (0.38%) Ansible
4 5 (0.38%) Opscode Chef
4 5 (0.38%) Puppet
5 4 (0.31%) HAProxy
5 4 (0.31%) Nessus
5 4 (0.31%) Nmap
6 2 (0.15%) Hadoop YARN
6 2 (0.15%) Kubernetes
6 2 (0.15%) logstash
6 2 (0.15%) Microsoft Data Protection Manager
6 2 (0.15%) Oozie
6 2 (0.15%) SCOrch
6 2 (0.15%) StatsD
7 1 (0.077%) Graphite
7 1 (0.077%) Oracle Enterprise Manager
Vendors
1 83 (6.36%) Oracle
2 49 (3.75%) Microsoft
3 47 (3.60%) Google
4 28 (2.14%) Tableau
5 13 (1.00%) Omniture
6 12 (0.92%) Cisco
6 12 (0.92%) VMware
7 11 (0.84%) Actian
7 11 (0.84%) Facebook
8 8 (0.61%) TIBCO
9 6 (0.46%) Juniper
9 6 (0.46%) Lattice Semiconductor
10 5 (0.38%) Agilent
10 5 (0.38%) EMC
10 5 (0.38%) Pega
11 4 (0.31%) Autodesk
11 4 (0.31%) Hitachi
11 4 (0.31%) NetApp
11 4 (0.31%) Netezza
11 4 (0.31%) Wall Street Systems
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
City, London
McGregor Boyall
Salary: £30000 - £70000 per annum
Posted: 18 hours ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: Yesterday
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: 13 hours ago
City, London
Harrington Starr
Salary: £35000 - £40000 per annum + Bonus + Benefits + Training
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Central London / West End
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £45000 per annum
Posted: Yesterday
Manchester, Lancashire
Mortimer Spinks
Posted: Yesterday
West Sussex
Initi8 Recruitment
Salary: £35000 Per Annum
Posted: 10 hours ago
Woking, Surrey
Informatiq Consulting
Salary: £25000 per annum + benefits package!
Posted: 18 hours ago
North West
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 21 hours ago
West Sussex
Initi8 Recruitment
Salary: £35000 Per Annum
Posted: 10 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £32000.00 per annum + Benefits
Posted: Yesterday
North West London
Executive Recruitment Services (ERS)
Salary: £50000 - £55000 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Posted: 2 days ago
City, London
McGregor Boyall
Salary: £30000 - £40000 per annum + Perks
Posted: 2 days ago
Warrington, Cheshire
ENTERPRISE RECRUITMENT LTD
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
Bristol, Avon
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 2 days ago
City, London
Harrington Starr
Salary: £55000 - £62000 per annum + plus package and bonus
Posted: 12 hours ago
London
Lorien Resourcing
Salary: £25000. - £35000. per annum
Posted: 17 hours ago
West London
McGregor Boyall
Salary: £35000.00 - £65000.00 per annum
Posted: 2 days ago
Cambridgeshire
Computer People
Salary: £25000.00 - £48000.00 per annum + Benefits
Posted: Yesterday
Oxford, Oxfordshire
Pro-Quest Resourcing Ltd
Salary: £35000 - £55000 Per Annum Excellent Salary + Benefits
Posted: Yesterday
Reading, Berkshire
Deanslist Limited
Salary: From £30,000 to £40,000 per annum + Excellent benefits (and training)
Posted: 2 days ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 2 days ago
Cambridge, Cambridgeshire
University Of Cambridge
Salary: From £52,219 to £55,389 per annum
Posted: Yesterday
London
McGregor Boyall
Salary: £60000.00 - £75000.00 per annum + Equity, Life Insurance, etc.
Posted: 2 days ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £30000 per annum
Posted: 5 days ago