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 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
UK / England
Rank 328 417 540
Rank change year-on-year
+89 +123
Permanent jobs citing Physics 671 612 418
As % of all permanent IT jobs located in England 0.86% 0.65% 0.43%
As % of the Miscellaneous category 2.12% 1.53% 1.05%
Number of salaries quoted 567 473 343
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £77,500 £82,500 £65,250
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 England region.

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
31667 40061 39970
As % of all permanent IT jobs located in England 40.70% 42.75% 40.84%
Number of salaries quoted 25979 32608 32617
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £30,000 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 22 January 2017.

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 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
London +13 271 £55,000 - 48
East of England +91 149 £35,000 -12.50% 41
South East +112 148 £42,500 -5.55% 22
South West +4 31 £35,500 -15.47% 4
North West -6 30 £51,786 +9.02% 11
West Midlands +12 16 £27,500 -26.66% 3
East Midlands +10 16 £35,000 -12.50% 1
Yorkshire +31 13 £35,000 +66.66% 3
North East +8 8 £55,000 +37.50% 3
Physics
UK

Physics
Top 30 Related IT Skills in England

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 England region with a requirement for Physics.

1 1017 (79.52%) Mathematics
2 933 (72.95%) Computer Science
3 885 (69.19%) Degree
4 588 (45.97%) C++
5 450 (35.18%) Python
6 416 (32.53%) Software Engineering
7 410 (32.06%) Java
8 379 (29.63%) C#
9 287 (22.44%) PhD
9 287 (22.44%) Finance
10 249 (19.47%) C
11 247 (19.31%) .NET
12 237 (18.53%) Algorithms
13 233 (18.22%) SQL
14 232 (18.14%) Linux
15 220 (17.20%) Machine Learning
16 171 (13.37%) Analytical Skills
17 157 (12.28%) JavaScript
18 156 (12.20%) Analytics
19 153 (11.96%) R
20 149 (11.65%) Agile Software Development
21 146 (11.42%) ASP.NET
22 139 (10.87%) MATLAB
23 137 (10.71%) Windows
24 128 (10.01%) OO
25 122 (9.54%) Statistics
26 113 (8.84%) Banking
27 110 (8.60%) Electronics
28 109 (8.52%) SQL Server
29 107 (8.37%) HTML

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 68 (5.32%) Apache Spark
2 28 (2.19%) SAS
3 25 (1.95%) Apache
4 14 (1.09%) JBoss
5 12 (0.94%) Elasticsearch
6 10 (0.78%) Tomcat
7 9 (0.70%) Confluence
7 9 (0.70%) Drupal
8 7 (0.55%) Jupyter
8 7 (0.55%) SharePoint
9 6 (0.47%) IIS
10 5 (0.39%) OpenStack
11 4 (0.31%) CloudStack
12 3 (0.23%) Apache Pig
12 3 (0.23%) Apache Solr
12 3 (0.23%) Cloud Foundry
12 3 (0.23%) Oracle Service Bus
13 1 (0.078%) IPython
13 1 (0.078%) Moodle
13 1 (0.078%) Skype for Business
Applications
1 37 (2.89%) MS Excel
2 23 (1.80%) SPSS
3 21 (1.64%) MS Office
4 17 (1.33%) MS Visio
5 12 (0.94%) MS PowerPoint
6 6 (0.47%) AutoCAD
6 6 (0.47%) Simulink
6 6 (0.47%) SOLIDWORKS
7 4 (0.31%) XMetaL
8 2 (0.16%) CPLEX
8 2 (0.16%) Stateflow
9 1 (0.078%) Blender
9 1 (0.078%) Camtasia
9 1 (0.078%) Maple
9 1 (0.078%) Snagit
9 1 (0.078%) Spreadsheet
Business Applications
1 1 (0.078%) Advent Geneva
1 1 (0.078%) SAP ERP
1 1 (0.078%) SAP Oil and Gas
Cloud Services
1 54 (4.22%) Amazon AWS
2 46 (3.60%) Microsoft Azure
3 27 (2.11%) SaaS
4 11 (0.86%) Amazon S3
5 10 (0.78%) GitHub
6 6 (0.47%) Google Cloud Platform
7 5 (0.39%) Amazon Kinesis
8 4 (0.31%) Amazon EC2
8 4 (0.31%) Cloud Computing
8 4 (0.31%) Slack
9 3 (0.23%) AWS Lambda
9 3 (0.23%) Google Analytics
9 3 (0.23%) Google App Engine
9 3 (0.23%) Office 365
10 2 (0.16%) AWS Elastic Beanstalk
11 1 (0.078%) Amazon CloudWatch
11 1 (0.078%) Amazon EMR
11 1 (0.078%) AWS CloudFormation
11 1 (0.078%) AWS CloudTrail
11 1 (0.078%) Virtual Private Cloud
Communications & Networking
1 53 (4.14%) TCP/IP
2 21 (1.64%) Internet
3 20 (1.56%) Ethernet
4 18 (1.41%) Firewall
5 9 (0.70%) SSH
6 8 (0.63%) Network Security
7 6 (0.47%) HTTP
7 6 (0.47%) Junos
8 5 (0.39%) DWDM
8 5 (0.39%) RS-232
9 4 (0.31%) Wireless
10 3 (0.23%) DNS
10 3 (0.23%) SAN
10 3 (0.23%) SDH
10 3 (0.23%) WAN
11 2 (0.16%) GSM
11 2 (0.16%) InfiniBand
11 2 (0.16%) Intrusion Detection
11 2 (0.16%) LAN
11 2 (0.16%) Telepresence
Database & Business Intelligence
1 109 (8.52%) SQL Server
2 83 (6.49%) Big Data
3 59 (4.61%) NoSQL
4 52 (4.07%) Hadoop
5 42 (3.28%) Data Mining
6 37 (2.89%) Relational Database
7 33 (2.58%) MongoDB
8 24 (1.88%) PostgreSQL
8 24 (1.88%) RDBMS
9 18 (1.41%) SQL Server 2014
10 15 (1.17%) Data Warehouse
10 15 (1.17%) MySQL
11 14 (1.09%) SQL Server 2012
12 13 (1.02%) Apache Cassandra
12 13 (1.02%) SQL Server 2016
13 10 (0.78%) BusinessObjects
14 9 (0.70%) GIS
14 9 (0.70%) OLAP
15 8 (0.63%) Apache Hive
15 8 (0.63%) HBase
Development Applications
1 68 (5.32%) Git (software)
2 45 (3.52%) Visual Studio
3 38 (2.97%) Jenkins
3 38 (2.97%) Subversion
4 25 (1.95%) LabVIEW
5 14 (1.09%) Atlassian Bamboo
6 11 (0.86%) CMake
6 11 (0.86%) Rational DOORS
7 10 (0.78%) Cucumber
8 9 (0.70%) Gradle
8 9 (0.70%) Team Foundation Server
8 9 (0.70%) Travis CI
9 7 (0.55%) Maven
9 7 (0.55%) Selenium
10 6 (0.47%) Oracle APEX
10 6 (0.47%) Rational Rhapsody
11 5 (0.39%) Ant
11 5 (0.39%) FitNesse
11 5 (0.39%) Mocha
11 5 (0.39%) TestNG
General
1 287 (22.44%) Finance
2 113 (8.84%) Banking
3 110 (8.60%) Electronics
4 81 (6.33%) Telecoms
5 80 (6.25%) Games
6 54 (4.22%) Automotive
7 40 (3.13%) Marketing
8 37 (2.89%) Front Office
9 35 (2.74%) Manufacturing
10 32 (2.50%) Aerospace
11 27 (2.11%) Investment Banking
12 19 (1.49%) Pharmaceutical
12 19 (1.49%) Retail
13 14 (1.09%) Multimedia
14 13 (1.02%) Financial Institution
14 13 (1.02%) Spanish Language
15 12 (0.94%) German Language
16 10 (0.78%) Advertising
16 10 (0.78%) French Language
17 7 (0.55%) Local Government
Job Titles
1 477 (37.29%) Developer
2 257 (20.09%) Graduate
3 211 (16.50%) Software Engineer
4 184 (14.39%) Software Developer
5 180 (14.07%) C++ Developer
6 162 (12.67%) Analyst
7 123 (9.62%) Data Scientist
8 91 (7.11%) C++ Software Developer
8 91 (7.11%) Graduate Analyst
9 82 (6.41%) C# Developer
10 79 (6.18%) Junior
11 75 (5.86%) Senior Developer
12 64 (5.00%) C++ Software Engineer
13 60 (4.69%) Graduate Developer
14 58 (4.53%) Java Developer
15 56 (4.38%) Quantitative Developer
16 54 (4.22%) Graduate Software Engineer
17 51 (3.99%) Junior Developer
18 49 (3.83%) Consultant
19 45 (3.52%) .NET Developer
Libraries, Frameworks & Software Standards
1 247 (19.31%) .NET
2 146 (11.42%) ASP.NET
3 107 (8.37%) HTML
4 86 (6.72%) CSS
5 64 (5.00%) OpenGL
6 59 (4.61%) AngularJS
7 52 (4.07%) Node.js
8 43 (3.36%) Qt
9 41 (3.21%) ASP.NET MVC
9 41 (3.21%) Web Services
10 39 (3.05%) jQuery
11 37 (2.89%) HTML5
11 37 (2.89%) STL
12 34 (2.66%) Boost C++ Libraries
13 29 (2.27%) Ajax
14 28 (2.19%) JSON
15 25 (1.95%) ASP.NET Web API
15 25 (1.95%) REST
16 22 (1.72%) NumPy
16 22 (1.72%) OpenCV
Miscellaneous
1 1017 (79.52%) Mathematics
2 933 (72.95%) Computer Science
3 237 (18.53%) Algorithms
4 171 (13.37%) Analytical Skills
5 122 (9.54%) Statistics
6 52 (4.07%) Visualisation
7 46 (3.60%) Enterprise Software
8 45 (3.52%) Data Centre
9 40 (3.13%) Management Information System
10 35 (2.74%) Robotics
11 31 (2.42%) 3D Graphics
11 31 (2.42%) Fintech
12 29 (2.27%) Artificial Intelligence
13 28 (2.19%) Biology
14 27 (2.11%) Chemistry
14 27 (2.11%) Foreign Exchange (FX)
15 26 (2.03%) NHS
16 25 (1.95%) Market Risk
17 24 (1.88%) Embedded Systems
18 23 (1.80%) Credit Risk
Operating Systems
1 232 (18.14%) Linux
2 137 (10.71%) Windows
3 69 (5.39%) Unix
4 14 (1.09%) Android
5 13 (1.02%) Embedded Linux
6 8 (0.63%) Apple iOS
7 7 (0.55%) Windows 8
7 7 (0.55%) Windows Server
8 6 (0.47%) Mac OS X
9 5 (0.39%) Windows 10
9 5 (0.39%) Windows XP
10 3 (0.23%) Red Hat Enterprise Linux
11 2 (0.16%) CentOS
11 2 (0.16%) Windows 7
12 1 (0.078%) Solaris
12 1 (0.078%) Ubuntu
12 1 (0.078%) VxWorks
12 1 (0.078%) Windows CE
Processes & Methodologies
1 416 (32.53%) Software Engineering
2 220 (17.20%) Machine Learning
3 156 (12.20%) Analytics
4 149 (11.65%) Agile Software Development
5 128 (10.01%) OO
6 92 (7.19%) Multithreading
7 78 (6.10%) SDLC
8 76 (5.94%) Risk Management
9 62 (4.85%) Mentoring
9 62 (4.85%) OOD
10 60 (4.69%) Open Source
10 60 (4.69%) Scrum
11 57 (4.46%) Data Analysis
12 56 (4.38%) OOP
13 55 (4.30%) Web Development
14 54 (4.22%) Project Management
15 53 (4.14%) Data Analytics
16 51 (3.99%) TDD
17 49 (3.83%) SOA
18 47 (3.67%) Data Visualisation
Programming Languages
1 588 (45.97%) C++
2 450 (35.18%) Python
3 410 (32.06%) Java
4 379 (29.63%) C#
5 249 (19.47%) C
6 233 (18.22%) SQL
7 157 (12.28%) JavaScript
8 153 (11.96%) R
9 139 (10.87%) MATLAB
10 85 (6.65%) Scala
11 63 (4.93%) Ruby
12 29 (2.27%) Perl
12 29 (2.27%) PHP
13 28 (2.19%) F#
14 27 (2.11%) VBA
15 20 (1.56%) Bash Shell
16 19 (1.49%) VB.NET
17 17 (1.33%) Embedded C
18 16 (1.25%) Go
18 16 (1.25%) T-SQL
Qualifications
1 885 (69.19%) Degree
2 287 (22.44%) PhD
3 64 (5.00%) Security Cleared
4 14 (1.09%) SC Cleared
5 12 (0.94%) DV Cleared
5 12 (0.94%) Postgraduate
6 11 (0.86%) Cisco Certification
7 9 (0.70%) CCNA
8 8 (0.63%) CISSP
9 7 (0.55%) APMP
9 7 (0.55%) CISM
10 6 (0.47%) ITIL Foundation Certificate
10 6 (0.47%) JNCIA
11 4 (0.31%) GIAC
12 3 (0.23%) CEH
12 3 (0.23%) CESG Certified Professional
12 3 (0.23%) CREST Certified
12 3 (0.23%) ITIL Certification
12 3 (0.23%) MAPM
12 3 (0.23%) OSCP
Quality Assurance & Compliance
1 51 (3.99%) QA
2 17 (1.33%) ISO/IEC 17799
2 17 (1.33%) ISO/IEC 27001
3 12 (0.94%) MiFID
3 12 (0.94%) SLA
4 9 (0.70%) Dodd-Frank
4 9 (0.70%) EMIR
4 9 (0.70%) HMG Security Policy Framework
5 7 (0.55%) JTAG
6 2 (0.16%) Data Quality
6 2 (0.16%) FISMA
6 2 (0.16%) IEC 61508
6 2 (0.16%) ISO 9001
7 1 (0.078%) CRD IV
7 1 (0.078%) ISO13485
7 1 (0.078%) MISRA
7 1 (0.078%) MISRA C
7 1 (0.078%) PCI DSS
System Software
1 26 (2.03%) Firmware
2 24 (1.88%) Docker
3 10 (0.78%) VMware Infrastructure
4 8 (0.63%) OpenSSH
5 5 (0.39%) Active Directory
5 5 (0.39%) Virtual Machines
6 3 (0.23%) Apache Flume
6 3 (0.23%) HDFS
6 3 (0.23%) Oracle RAC
7 2 (0.16%) Shibboleth
7 2 (0.16%) Xen
7 2 (0.16%) XenServer
8 1 (0.078%) KVM
8 1 (0.078%) LXC
8 1 (0.078%) Slurm Workload Manager
Systems Management
1 16 (1.25%) Ansible
1 16 (1.25%) Opscode Chef
2 15 (1.17%) Puppet
3 11 (0.86%) Nagios
3 11 (0.86%) Nmap
3 11 (0.86%) Salt
4 8 (0.63%) Graphite
4 8 (0.63%) Kibana
4 8 (0.63%) logstash
5 4 (0.31%) Mesos
6 3 (0.23%) Ambari
6 3 (0.23%) Enterprise Manager Cloud Control
6 3 (0.23%) Nessus
6 3 (0.23%) Oozie
6 3 (0.23%) Oracle Enterprise Manager
6 3 (0.23%) Oracle RMAN
7 2 (0.16%) Kubernetes
7 2 (0.16%) Munin
8 1 (0.078%) HP Operations Orchestration
Vendors
1 56 (4.38%) Microsoft
2 48 (3.75%) Oracle
3 30 (2.35%) Tableau
4 15 (1.17%) VMware
5 12 (0.94%) Cisco
6 11 (0.86%) BT
6 11 (0.86%) EMC
7 10 (0.78%) Google
8 8 (0.63%) AppDynamics
8 8 (0.63%) SAP
8 8 (0.63%) Splunk
9 6 (0.47%) Juniper
10 5 (0.39%) StreamBase
11 4 (0.31%) Hitachi
11 4 (0.31%) VocaLink
12 3 (0.23%) Citrix
12 3 (0.23%) Cloudera
12 3 (0.23%) Facebook
12 3 (0.23%) Hortonworks
12 3 (0.23%) Qualys
London
Understanding Recruitment
Salary: £30000.00 - £40000.00 per annum
Posted: 3 hours ago
Newbury, Berkshire
The People Network
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 12 hours ago
Newbury, Berkshire
RICHARD WHEELER ASSOCIATES
Salary: From £32,000 to £40,000 per annum + Share options
Posted: 3 hours ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: to c.£50000
Posted: 2 days ago
London
IT Connections
Salary: 60000
Posted: 2 days ago
York, North Yorkshire
Recruit 4 Talent
Salary: £20000 - £25000 Per Annum £20,000 - £25,000 + benefits
Posted: 2 days ago
Shrewsbury, Shropshire
Jonothan Bosworth
Salary: £75000 - £85000 Per Annum + Company Car + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £highly competitive + package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
Woking, Surrey
Ashdown IT
Salary: £21000 - £23000 per annum + training + benefits
Posted: 3 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
Woking, Surrey
Informatiq Consulting
Posted: 5 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
Borehamwood, Hertfordshire
IT Connections
Salary: £25,000 to £35,000 + 20% Bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 2 days ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £70000 per annum
Posted: 2 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £50000 per annum
Posted: 3 days ago
Bristol, Avon
ENTERPRISE RECRUITMENT LTD
Salary: £45000 - £50000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Hanover IT Recruitment
Salary: plus bonus and benefits
Posted: 4 days ago