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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 369 416 494
Rank change year-on-year
+47 +78
Permanent jobs citing Physics 683 694 542
As % of all permanent IT jobs located in England 0.81% 0.70% 0.51%
As % of the Miscellaneous category 1.99% 1.64% 1.25%
Number of salaries quoted 594 547 443
Median salary £40,500 £45,000 £40,000
Median salary % change year-on-year
-10.00% +12.50%
90% offered a salary of more than £26,900 £26,000 £25,000
10% offered a salary of more than £77,000 £80,000 £65,000
UK excluding London median salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
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
34317 42371 43234
As % of all permanent IT jobs located in England 40.84% 42.74% 40.56%
Number of salaries quoted 28200 34192 35186
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £29,252 £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 10 December 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 10 December 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 -22 282 £56,500 +7.61% 43
South East +109 165 £36,500 -14.11% 25
East of England +65 128 £36,250 -9.37% 31
West Midlands +13 32 £27,500 +22.22%
East Midlands +18 31 £40,000 -5.88% 1
South West -2 29 £30,000 -23.07% 4
North West -24 19 £47,000 +26.24% 4
Yorkshire +22 14 £47,000 +123.80%
North East +11 4 £55,000 +83.33% 2
Physics
UK

Physics
Top 30 Related IT Skills in England

For the 6 months to 10 December 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 1076 (82.39%) Mathematics
2 945 (72.36%) Computer Science
3 932 (71.36%) Degree
4 598 (45.79%) C++
5 474 (36.29%) Python
6 420 (32.16%) Java
7 416 (31.85%) C#
8 415 (31.78%) Software Engineering
9 296 (22.66%) .NET
9 296 (22.66%) PhD
10 277 (21.21%) Finance
11 270 (20.67%) SQL
12 254 (19.45%) C
13 233 (17.84%) Algorithms
14 225 (17.23%) Linux
15 215 (16.46%) Machine Learning
16 203 (15.54%) Analytical Skills
17 174 (13.32%) Analytics
18 170 (13.02%) Agile Software Development
19 165 (12.63%) ASP.NET
20 155 (11.87%) JavaScript
21 150 (11.49%) R
22 143 (10.95%) Windows
23 140 (10.72%) Statistics
24 128 (9.80%) HTML
25 127 (9.72%) OO
26 117 (8.96%) MATLAB
27 111 (8.50%) Multithreading
28 109 (8.35%) Banking
29 107 (8.19%) SQL Server

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 66 (5.05%) Apache Spark
2 34 (2.60%) SAS
3 26 (1.99%) Apache
4 15 (1.15%) JBoss
5 10 (0.77%) Tomcat
6 9 (0.69%) Confluence
6 9 (0.69%) Elasticsearch
6 9 (0.69%) SharePoint
7 8 (0.61%) OpenStack
8 7 (0.54%) Apache Pig
8 7 (0.54%) Drupal
8 7 (0.54%) Jupyter
9 6 (0.46%) IIS
10 4 (0.31%) CloudStack
11 3 (0.23%) Apache Solr
12 2 (0.15%) Cloud Foundry
13 1 (0.077%) IPython
13 1 (0.077%) nginx
13 1 (0.077%) Skype for Business
13 1 (0.077%) WordPress
Applications
1 34 (2.60%) MS Excel
2 27 (2.07%) SPSS
3 24 (1.84%) MS Office
4 18 (1.38%) MS Visio
5 14 (1.07%) MS PowerPoint
6 12 (0.92%) XMetaL
7 9 (0.69%) SOLIDWORKS
8 6 (0.46%) AutoCAD
9 5 (0.38%) Simulink
10 3 (0.23%) Blender
11 2 (0.15%) CPLEX
11 2 (0.15%) Stateflow
12 1 (0.077%) Maple
12 1 (0.077%) Spreadsheet
Business Applications
1 3 (0.23%) ReMetrica
2 1 (0.077%) Advent Geneva
2 1 (0.077%) FastStats
2 1 (0.077%) SAP ERP
Cloud Services
1 53 (4.06%) Amazon AWS
2 50 (3.83%) Microsoft Azure
3 29 (2.22%) SaaS
4 10 (0.77%) GitHub
5 7 (0.54%) Amazon S3
5 7 (0.54%) Google Cloud Platform
6 6 (0.46%) Google Analytics
7 5 (0.38%) Amazon Kinesis
8 4 (0.31%) Amazon EC2
8 4 (0.31%) Cloud Computing
9 3 (0.23%) AWS Lambda
9 3 (0.23%) Slack
10 2 (0.15%) AWS Elastic Beanstalk
10 2 (0.15%) Google App Engine
11 1 (0.077%) Adobe Analytics
11 1 (0.077%) Amazon CloudWatch
11 1 (0.077%) Amazon EMR
11 1 (0.077%) AWS CloudFormation
11 1 (0.077%) AWS CloudTrail
11 1 (0.077%) Virtual Private Cloud
Communications & Networking
1 55 (4.21%) TCP/IP
2 22 (1.68%) Internet
3 18 (1.38%) Ethernet
4 17 (1.30%) Firewall
5 8 (0.61%) Network Security
6 5 (0.38%) HTTP
6 5 (0.38%) Junos
6 5 (0.38%) RS-232
7 4 (0.31%) SSH
8 3 (0.23%) DNS
8 3 (0.23%) DWDM
8 3 (0.23%) MPLS
8 3 (0.23%) SAN
8 3 (0.23%) VPN
9 2 (0.15%) BGP
9 2 (0.15%) DVB
9 2 (0.15%) Intrusion Detection
9 2 (0.15%) LAN
9 2 (0.15%) Telepresence
9 2 (0.15%) WAN
Database & Business Intelligence
1 107 (8.19%) SQL Server
2 92 (7.04%) Big Data
3 65 (4.98%) NoSQL
4 56 (4.29%) Data Mining
4 56 (4.29%) Hadoop
5 43 (3.29%) Relational Database
6 32 (2.45%) MongoDB
7 24 (1.84%) RDBMS
8 23 (1.76%) PostgreSQL
9 22 (1.68%) Apache Cassandra
10 17 (1.30%) MySQL
10 17 (1.30%) SQL Server 2014
11 16 (1.23%) Apache Hive
12 14 (1.07%) SQL Server 2012
12 14 (1.07%) SQL Server 2016
13 13 (1.00%) Data Warehouse
14 11 (0.84%) GIS
14 11 (0.84%) HBase
15 9 (0.69%) KDB
16 8 (0.61%) BusinessObjects
Development Applications
1 56 (4.29%) Git (software)
2 55 (4.21%) Visual Studio
3 29 (2.22%) Jenkins
4 26 (1.99%) LabVIEW
4 26 (1.99%) Subversion
5 16 (1.23%) Team Foundation Server
6 9 (0.69%) Atlassian Bamboo
6 9 (0.69%) CMake
6 9 (0.69%) Travis CI
7 8 (0.61%) Rational DOORS
7 8 (0.61%) TeamCity
8 7 (0.54%) NUnit
9 6 (0.46%) Cucumber
9 6 (0.46%) JIRA
10 5 (0.38%) Eclipse
11 4 (0.31%) Rational Rhapsody
12 3 (0.23%) Apache Continuum
12 3 (0.23%) Oracle APEX
12 3 (0.23%) Selenium
12 3 (0.23%) SQL Server Management Studio (SSMS)
General
1 277 (21.21%) Finance
2 109 (8.35%) Banking
3 106 (8.12%) Electronics
4 87 (6.66%) Games
5 75 (5.74%) Telecoms
6 57 (4.36%) Automotive
7 47 (3.60%) Marketing
8 45 (3.45%) Front Office
9 34 (2.60%) Investment Banking
9 34 (2.60%) Manufacturing
10 31 (2.37%) Aerospace
11 27 (2.07%) Retail
12 15 (1.15%) Advertising
13 13 (1.00%) Multimedia
14 12 (0.92%) Financial Institution
14 12 (0.92%) German Language
15 11 (0.84%) Spanish Language
16 10 (0.77%) Local Government
17 9 (0.69%) French Language
18 8 (0.61%) Pharmaceutical
Job Titles
1 526 (40.28%) Developer
2 293 (22.43%) Graduate
3 216 (16.54%) Software Engineer
4 205 (15.70%) Software Developer
5 184 (14.09%) C++ Developer
6 153 (11.72%) Analyst
7 122 (9.34%) Data Scientist
8 95 (7.27%) Graduate Analyst
9 90 (6.89%) Graduate Developer
10 82 (6.28%) C++ Software Developer
11 80 (6.13%) C# Developer
12 75 (5.74%) Junior
12 75 (5.74%) Senior Developer
13 66 (5.05%) Quantitative Developer
14 59 (4.52%) Graduate Software Developer
14 59 (4.52%) Graduate Software Engineer
15 57 (4.36%) Java Developer
15 57 (4.36%) Junior Developer
16 56 (4.29%) .NET Developer
17 54 (4.13%) Consultant
Libraries, Frameworks & Software Standards
1 296 (22.66%) .NET
2 165 (12.63%) ASP.NET
3 128 (9.80%) HTML
4 99 (7.58%) CSS
5 68 (5.21%) OpenGL
6 61 (4.67%) AngularJS
7 55 (4.21%) Node.js
8 54 (4.13%) STL
9 53 (4.06%) HTML5
10 51 (3.91%) ASP.NET MVC
10 51 (3.91%) Web Services
11 45 (3.45%) Boost C++ Libraries
11 45 (3.45%) Qt
12 39 (2.99%) jQuery
13 38 (2.91%) CSS3
14 35 (2.68%) ASP.NET Web API
15 32 (2.45%) WPF
16 29 (2.22%) REST
17 27 (2.07%) Middleware
18 25 (1.91%) XML
Miscellaneous
1 1076 (82.39%) Mathematics
2 945 (72.36%) Computer Science
3 233 (17.84%) Algorithms
4 203 (15.54%) Analytical Skills
5 140 (10.72%) Statistics
6 52 (3.98%) Enterprise Software
7 43 (3.29%) Visualisation
8 39 (2.99%) Data Centre
8 39 (2.99%) Management Information System
9 34 (2.60%) 3D Graphics
10 33 (2.53%) Artificial Intelligence
11 32 (2.45%) Fintech
12 30 (2.30%) Biology
13 29 (2.22%) Chemistry
13 29 (2.22%) Foreign Exchange (FX)
14 27 (2.07%) Credit Risk
15 26 (1.99%) Robotics
16 24 (1.84%) Derivative
16 24 (1.84%) NHS
17 22 (1.68%) Market Risk
Operating Systems
1 225 (17.23%) Linux
2 143 (10.95%) Windows
3 89 (6.81%) Unix
4 17 (1.30%) Embedded Linux
5 14 (1.07%) Android
6 7 (0.54%) Windows 8
7 6 (0.46%) Apple iOS
7 6 (0.46%) Windows 10
8 4 (0.31%) Windows Server
9 2 (0.15%) Red Hat Enterprise Linux
9 2 (0.15%) Windows 7
10 1 (0.077%) CentOS
10 1 (0.077%) Mac OS X
Processes & Methodologies
1 415 (31.78%) Software Engineering
2 215 (16.46%) Machine Learning
3 174 (13.32%) Analytics
4 170 (13.02%) Agile Software Development
5 127 (9.72%) OO
6 111 (8.50%) Multithreading
7 78 (5.97%) SDLC
8 75 (5.74%) Risk Management
9 74 (5.67%) Open Source
10 73 (5.59%) OOD
11 67 (5.13%) MVC
11 67 (5.13%) Scrum
12 63 (4.82%) Data Analytics
12 63 (4.82%) TDD
13 60 (4.59%) Low Latency
14 59 (4.52%) Data Analysis
15 55 (4.21%) Web Development
16 51 (3.91%) Mentoring
17 50 (3.83%) SOA
18 48 (3.68%) CAD
Programming Languages
1 598 (45.79%) C++
2 474 (36.29%) Python
3 420 (32.16%) Java
4 416 (31.85%) C#
5 270 (20.67%) SQL
6 254 (19.45%) C
7 155 (11.87%) JavaScript
8 150 (11.49%) R
9 117 (8.96%) MATLAB
10 89 (6.81%) Scala
11 56 (4.29%) Ruby
12 45 (3.45%) Perl
13 39 (2.99%) F#
14 30 (2.30%) Bash Shell
14 30 (2.30%) VBA
15 26 (1.99%) PHP
16 21 (1.61%) Go
17 18 (1.38%) Haskell
18 17 (1.30%) VB
18 17 (1.30%) VB.NET
Qualifications
1 932 (71.36%) Degree
2 296 (22.66%) PhD
3 58 (4.44%) Security Cleared
4 11 (0.84%) SC Cleared
5 9 (0.69%) DV Cleared
5 9 (0.69%) Microsoft Certification
5 9 (0.69%) Postgraduate
6 8 (0.61%) Cisco Certification
6 8 (0.61%) CISSP
7 7 (0.54%) APMP
7 7 (0.54%) CISM
8 6 (0.46%) GIAC
9 5 (0.38%) CCNA
9 5 (0.38%) CEH
9 5 (0.38%) ITIL Foundation Certificate
9 5 (0.38%) JNCIA
9 5 (0.38%) OSCP
10 4 (0.31%) MCSD
11 3 (0.23%) MCAD
11 3 (0.23%) MCTS
Quality Assurance & Compliance
1 52 (3.98%) QA
2 15 (1.15%) ISO/IEC 17799
3 13 (1.00%) ISO/IEC 27001
4 12 (0.92%) SLA
5 10 (0.77%) MiFID
6 9 (0.69%) Dodd-Frank
6 9 (0.69%) EMIR
6 9 (0.69%) HMG Security Policy Framework
7 3 (0.23%) Data Quality
8 2 (0.15%) FISMA
8 2 (0.15%) IEC 61508
8 2 (0.15%) ISO 9001
8 2 (0.15%) JTAG
8 2 (0.15%) SNOMED CT
9 1 (0.077%) CRD IV
9 1 (0.077%) PCI DSS
System Software
1 32 (2.45%) Docker
2 19 (1.45%) Firmware
3 6 (0.46%) VMware Infrastructure
4 5 (0.38%) Apache Flume
4 5 (0.38%) HDFS
4 5 (0.38%) Virtual Machines
5 4 (0.31%) Active Directory
6 3 (0.23%) OpenSSH
7 2 (0.15%) Shibboleth
8 1 (0.077%) Xen
8 1 (0.077%) XenServer
Systems Management
1 11 (0.84%) Ansible
1 11 (0.84%) Opscode Chef
2 9 (0.69%) Puppet
3 8 (0.61%) Nmap
4 6 (0.46%) Nagios
4 6 (0.46%) Salt
5 5 (0.38%) Nessus
5 5 (0.38%) Oozie
6 4 (0.31%) Kubernetes
7 3 (0.23%) Ambari
7 3 (0.23%) Graphite
7 3 (0.23%) Kibana
7 3 (0.23%) logstash
7 3 (0.23%) Mesos
8 2 (0.15%) Hadoop YARN
8 2 (0.15%) Munin
9 1 (0.077%) HP Operations Orchestration
Vendors
1 53 (4.06%) Microsoft
2 48 (3.68%) Oracle
3 33 (2.53%) Tableau
4 16 (1.23%) Google
5 14 (1.07%) EMC
6 10 (0.77%) BT
6 10 (0.77%) VMware
7 8 (0.61%) SAP
8 6 (0.46%) Cisco
8 6 (0.46%) Juniper
8 6 (0.46%) TIBCO
9 5 (0.38%) Cloudera
9 5 (0.38%) Qualys
10 4 (0.31%) Hitachi
11 3 (0.23%) Facebook
11 3 (0.23%) GoldenSource
11 3 (0.23%) Hortonworks
11 3 (0.23%) Platfora
11 3 (0.23%) Splunk
11 3 (0.23%) VocaLink
Woking, Surrey
Informatiq Consulting
Posted: Yesterday
London
Senitor Associates
Salary: £45000 - £70000 per annum + Excellent Bonuses + Benefits
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Salary: £20000 - £25000 per annum + Excellent Bonus and Benefits
Posted: Yesterday
London
Montagu Olsen Associates
Salary: From £25,000 to £30,000 per annum
Posted: 2 days ago
London
IT Connections
Salary: 60000
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Salary: £20000 - £25000 per annum + Excellent Bonus and Benefits
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Salary: £Excellent Salary + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 2 days ago
London
Oliver James Associates
Salary: £50000 - £75000 per annum + pension, healthcare, equity, bonus
Posted: Yesterday
City, London
Henderson Drake
Salary: From £32,000 to £35,000 per annum Bonus + Pension + Healthcare + Holid
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Borehamwood, Hertfordshire
IT Connections
Salary: £30,000 to £45,000 + 20% Bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
London
IT Connections
Salary: £25,000 to £35,000
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £20k to £25k + benefits
Posted: 2 days ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 5 days ago
City, London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Durham, County Durham
IT Connections
Salary: Attractive Package
Posted: 3 days ago
Surbiton, Surrey
IT Connections
Salary: Attractive Package
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 2 days ago
Woking, Surrey
Informatiq Consulting
Salary: £22000 - £25000 per annum + Excellent Bonus and Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £70k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 DoE + benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £25000 - £50000 per annum
Posted: Yesterday