The table below looks at the prevalence of the term Physics in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 214 226 264
Rank change year-on-year
+12 +38
Permanent jobs citing Physics 12 14 11
As % of all permanent IT jobs located in Yorkshire 0.23% 0.22% 0.15%
As % of the Miscellaneous category 0.71% 0.65% 0.44%
Number of salaries quoted 11 14 11
Median salary £47,000 £21,000 £32,500
Median salary % change year-on-year
+123.80% -35.38%
UK excluding London median salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
Physics
England

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

Miscellaneous Category
Yorkshire
Permanent IT job ads with a match in the
Miscellaneous category
1693 2169 2519
As % of all permanent IT jobs located in Yorkshire 31.94% 34.44% 33.36%
Number of salaries quoted 1435 1627 1991
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £25,000 £23,500 £25,000
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in Yorkshire

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

Physics Jobs Demand Trend in Yorkshire

Physics
Salary Trend in Yorkshire

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

Physics Salary Trend in Yorkshire

Physics
Salary Histogram in Yorkshire

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

Physics Salary Histogram in Yorkshire

Physics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the Yorkshire region over the 3 months to 3 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
West Yorkshire +25 6 £35,000 +1.44% 1
South Yorkshire 0 6 £47,000 +123.80%
Physics
England

Physics
Top 30 Related IT Skills in Yorkshire

For the 6 months to 3 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 Yorkshire region with a requirement for Physics.

1 17 (100.00%) Mathematics
2 9 (52.94%) Computer Science
3 7 (41.18%) Degree
4 6 (35.29%) Statistics
4 6 (35.29%) Electronics
4 6 (35.29%) Multimedia
5 5 (29.41%) SQL
5 5 (29.41%) Python
5 5 (29.41%) PhD
5 5 (29.41%) Machine Learning
6 4 (23.53%) Statistical Analysis
6 4 (23.53%) MS Excel
6 4 (23.53%) VBA
7 3 (17.65%) Java
7 3 (17.65%) Validation
7 3 (17.65%) Statistical Modelling
7 3 (17.65%) Kalman Filter
7 3 (17.65%) Time Series Analysis
7 3 (17.65%) Analytical Skills
7 3 (17.65%) R
7 3 (17.65%) Predictive Modelling
7 3 (17.65%) Data Structures
7 3 (17.65%) Algorithms
7 3 (17.65%) Statistical Inference
8 2 (11.76%) Software Engineering
8 2 (11.76%) Unit Testing
8 2 (11.76%) PostgreSQL
8 2 (11.76%) Data Management
8 2 (11.76%) C#
9 1 (5.88%) C++

Physics
Top Related IT Skills in Yorkshire 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 1 (5.88%) Apache Spark
Applications
1 4 (23.53%) MS Excel
2 1 (5.88%) MS Office
2 1 (5.88%) MS PowerPoint
2 1 (5.88%) Spreadsheet
Cloud Services
1 1 (5.88%) Amazon EC2
Database & Business Intelligence
1 2 (11.76%) PostgreSQL
2 1 (5.88%) Big Data
2 1 (5.88%) Data Mining
2 1 (5.88%) Hadoop
2 1 (5.88%) Pentaho
2 1 (5.88%) Text Mining
Development Applications
1 1 (5.88%) Selenium
General
1 6 (35.29%) Electronics
1 6 (35.29%) Multimedia
2 1 (5.88%) Finance
2 1 (5.88%) Marketing
Job Titles
1 6 (35.29%) Author
1 6 (35.29%) Senior Technical Author
1 6 (35.29%) Technical Author
2 4 (23.53%) Data Scientist
3 3 (17.65%) Developer
3 3 (17.65%) Graduate
3 3 (17.65%) Graduate Developer
4 2 (11.76%) Junior
5 1 (5.88%) Analyst
5 1 (5.88%) Data Analyst
5 1 (5.88%) Excel Analyst
5 1 (5.88%) Graduate Software Developer
5 1 (5.88%) Junior Data Scientist
5 1 (5.88%) Junior Developer
5 1 (5.88%) Junior Software Developer
5 1 (5.88%) Software Developer
5 1 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (5.88%) D3.js
Miscellaneous
1 17 (100.00%) Mathematics
2 9 (52.94%) Computer Science
3 6 (35.29%) Statistics
4 3 (17.65%) Algorithms
4 3 (17.65%) Analytical Skills
4 3 (17.65%) Data Structures
5 1 (5.88%) Chemistry
5 1 (5.88%) Visualisation
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 5 (29.41%) Machine Learning
2 4 (23.53%) Statistical Analysis
3 3 (17.65%) Kalman Filter
3 3 (17.65%) Predictive Modelling
3 3 (17.65%) Statistical Inference
3 3 (17.65%) Statistical Modelling
3 3 (17.65%) Time Series Analysis
3 3 (17.65%) Validation
4 2 (11.76%) Data Management
4 2 (11.76%) Software Engineering
4 2 (11.76%) Unit Testing
5 1 (5.88%) Business Development
5 1 (5.88%) Data Visualisation
5 1 (5.88%) Direct Marketing
5 1 (5.88%) ETL
5 1 (5.88%) Information Retrieval
5 1 (5.88%) Quantitative Analysis
5 1 (5.88%) Signal Processing
5 1 (5.88%) Time Management
5 1 (5.88%) Web Development
Programming Languages
1 5 (29.41%) Python
1 5 (29.41%) SQL
2 4 (23.53%) VBA
3 3 (17.65%) Java
3 3 (17.65%) R
4 2 (11.76%) C#
5 1 (5.88%) C++
5 1 (5.88%) JavaScript
5 1 (5.88%) Ruby
Qualifications
1 7 (41.18%) Degree
2 5 (29.41%) PhD
Vendors
1 1 (5.88%) Microsoft
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