Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Physics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Physics over the 6 months to 23 June 2018 with a comparison to the same period in the previous 2 years.

Physics
South East > Hampshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 203 209 243
Rank change year-on-year +6 +34 +3
Permanent jobs citing Physics 61 28 31
As % of all permanent IT jobs advertised in Hampshire 0.92% 0.47% 0.45%
As % of the Processes & Methodologies category 1.03% 0.53% 0.52%
Number of salaries quoted 48 27 28
Hampshire median annual salary £31,250 £52,500 £30,000
Median salary % change year-on-year -40.48% +75.00% -33.33%
10th Percentile £23,000 £27,500 £21,250
90th Percentile £55,000 £60,000 £62,000
South East median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Physics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 5,930 5,238 5,927
As % of all permanent IT jobs advertised in Hampshire 89.92% 88.66% 86.54%
Number of salaries quoted 4,877 4,507 5,199
Hampshire median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% -
10th Percentile £27,500 £26,000 £26,000
90th Percentile £68,000 £63,750 £62,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Physics
Job Vacancy Trend in Hampshire

Job postings citing Physics as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Physics in Hampshire

Physics
Salary Trend in Hampshire

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

Salary trend for Physics in Hampshire

Physics
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Physics in Hampshire over the 6 months to 23 June 2018.

Salary histogram for Physics in Hampshire

Physics
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the Hampshire region over the 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton -4 30 £40,000 -23.81% 6
Romsey - 10 £27,500 -
Fareham +13 7 £25,000 -52.24%
Farnborough -4 5 - - 1
Petersfield - 4 £30,000 - 1
Physics
South East

For the 6 months to 23 June 2018, IT jobs citing Physics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Hampshire region with a requirement for Physics.

1 51 (83.61%) Mathematics
2 39 (63.93%) Degree
3 38 (62.30%) Computer Science
4 37 (60.66%) C++
5 29 (47.54%) Machine Learning
5 29 (47.54%) Data Science
6 27 (44.26%) Python
6 27 (44.26%) Software Engineering
7 26 (42.62%) Electronics
8 24 (39.34%) Java
9 19 (31.15%) Problem-Solving
10 18 (29.51%) C
10 18 (29.51%) PhD
10 18 (29.51%) Data Analysis
11 17 (27.87%) Algorithms
12 16 (26.23%) CSS3
12 16 (26.23%) HTML5
12 16 (26.23%) CSS
12 16 (26.23%) HTML
12 16 (26.23%) JavaScript
13 15 (24.59%) Artificial Intelligence
13 15 (24.59%) Computer Science Degree
14 14 (22.95%) AngularJS
15 12 (19.67%) Big Data
15 12 (19.67%) Mathematical Modelling
15 12 (19.67%) Chemistry
16 11 (18.03%) MATLAB
16 11 (18.03%) OOP
16 11 (18.03%) Innovative Thinking
16 11 (18.03%) Responsive Web Design

Physics
Co-occurring IT Skills in Hampshire 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 4 (6.56%) Apache
1 4 (6.56%) Apache Spark
2 1 (1.64%) Jupyter
2 1 (1.64%) SharePoint
Applications
1 1 (1.64%) AutoCAD
1 1 (1.64%) Simulink
1 1 (1.64%) SOLIDWORKS
Cloud Services
1 7 (11.48%) Microsoft Azure
2 6 (9.84%) Amazon AWS
3 1 (1.64%) Azure Machine Learning
3 1 (1.64%) SaaS
Communications & Networking
1 1 (1.64%) Profibus
Database & Business Intelligence
1 12 (19.67%) Big Data
2 5 (8.20%) NoSQL
3 4 (6.56%) Flink
3 4 (6.56%) Hadoop
4 1 (1.64%) Geospatial Data
4 1 (1.64%) Power BI
4 1 (1.64%) SQL Server
Development Applications
1 3 (4.92%) Git (software)
1 3 (4.92%) Visual Studio
2 2 (3.28%) LabVIEW
3 1 (1.64%) JIRA
General
1 26 (42.62%) Electronics
2 5 (8.20%) Finance
2 5 (8.20%) Manufacturing
3 3 (4.92%) Military
3 3 (4.92%) Telecoms
4 2 (3.28%) Games
5 1 (1.64%) Automotive
5 1 (1.64%) Marketing
Job Titles
1 26 (42.62%) Graduate
2 20 (32.79%) Developer
3 16 (26.23%) Software Engineer
4 15 (24.59%) Software Developer
5 14 (22.95%) Data Scientist
6 12 (19.67%) Graduate Developer
7 11 (18.03%) Graduate Software Engineer
8 9 (14.75%) Developer/Software Engineer
8 9 (14.75%) Graduate Software Developer
9 8 (13.11%) Junior
10 6 (9.84%) Full Stack Developer
10 6 (9.84%) UI Developer
10 6 (9.84%) UI Engineer
11 5 (8.20%) Consultant
11 5 (8.20%) Senior Developer
11 5 (8.20%) Senior Software Developer
12 4 (6.56%) Analyst
12 4 (6.56%) Data Science Engineer
12 4 (6.56%) Data Science Graduate
12 4 (6.56%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 16 (26.23%) CSS
1 16 (26.23%) CSS3
1 16 (26.23%) HTML
1 16 (26.23%) HTML5
2 14 (22.95%) AngularJS
3 10 (16.39%) React
4 6 (9.84%) .NET
4 6 (9.84%) ASP.NET
4 6 (9.84%) Laravel
5 5 (8.20%) ASP.NET MVC
5 5 (8.20%) ASP.NET Web API
5 5 (8.20%) Keras
5 5 (8.20%) Node.js
5 5 (8.20%) RESTful
5 5 (8.20%) SciPy
5 5 (8.20%) TensorFlow
6 4 (6.56%) D3.js
6 4 (6.56%) NumPy
6 4 (6.56%) scikit-learn
7 2 (3.28%) WinForms
Miscellaneous
1 38 (62.30%) Computer Science
2 17 (27.87%) Algorithms
3 7 (11.48%) Acoustics
4 5 (8.20%) Greenfield Project
5 4 (6.56%) Analytical Skills
6 2 (3.28%) Fintech
6 2 (3.28%) Self-Motivation
6 2 (3.28%) Virtual Team
7 1 (1.64%) CAN bus
7 1 (1.64%) iPhone
7 1 (1.64%) NHS
7 1 (1.64%) Robotics
Operating Systems
1 3 (4.92%) Windows
2 2 (3.28%) Linux
Processes & Methodologies
1 51 (83.61%) Mathematics
2 29 (47.54%) Data Science
2 29 (47.54%) Machine Learning
3 27 (44.26%) Software Engineering
4 19 (31.15%) Problem-Solving
5 18 (29.51%) Data Analysis
6 15 (24.59%) Artificial Intelligence
7 12 (19.67%) Chemistry
7 12 (19.67%) Mathematical Modelling
8 11 (18.03%) Innovative Thinking
8 11 (18.03%) OOP
8 11 (18.03%) Responsive Web Design
9 9 (14.75%) Analytics
9 9 (14.75%) Customer Requirements
9 9 (14.75%) Visualisation
9 9 (14.75%) Web Development
10 8 (13.11%) Front End Development
11 7 (11.48%) Agile Software Development
11 7 (11.48%) Data Analytics
11 7 (11.48%) Data Visualisation
Programming Languages
1 37 (60.66%) C++
2 27 (44.26%) Python
3 24 (39.34%) Java
4 18 (29.51%) C
5 16 (26.23%) JavaScript
6 11 (18.03%) MATLAB
7 9 (14.75%) C#
7 9 (14.75%) PHP
8 6 (9.84%) R
9 5 (8.20%) F#
9 5 (8.20%) Scala
10 4 (6.56%) Clojure
11 3 (4.92%) Fortran
11 3 (4.92%) SQL
12 2 (3.28%) Bash Shell
13 1 (1.64%) Assembly Language
13 1 (1.64%) Embedded C
Qualifications
1 39 (63.93%) Degree
2 18 (29.51%) PhD
3 15 (24.59%) Computer Science Degree
4 10 (16.39%) Security Cleared
5 4 (6.56%) Numerate Degree
6 3 (4.92%) HNC
7 2 (3.28%) SC Cleared
8 1 (1.64%) Master's Degree
Quality Assurance & Compliance
1 1 (1.64%) Data Quality
1 1 (1.64%) ISO 9000
1 1 (1.64%) ISO 9001
System Software
1 2 (3.28%) Firmware
2 1 (1.64%) VMware Infrastructure
Vendors
1 3 (4.92%) Microsoft
2 2 (3.28%) Oracle
3 1 (1.64%) Allen-Bradley
3 1 (1.64%) EMC
3 1 (1.64%) Rockwell
3 1 (1.64%) Salesforce.com
3 1 (1.64%) SAP
3 1 (1.64%) Siemens
3 1 (1.64%) Tableau
3 1 (1.64%) VMware