The table below looks at the prevalence of the term Physics in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 183 211 220
Rank change year-on-year
+28 +9
Permanent jobs citing Physics 7 2 5
As % of all permanent IT jobs located in West Yorkshire 0.19% 0.045% 0.100%
As % of the Miscellaneous category 0.64% 0.13% 0.30%
Number of salaries quoted 6 2 5
Median salary £35,000 £34,500 £30,000
Median salary % change year-on-year
+1.44% +15.00%
UK excluding London median salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
Physics
Yorkshire

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

Miscellaneous Category
West Yorkshire
Permanent IT job ads with a match in the
Miscellaneous category
1101 1533 1676
As % of all permanent IT jobs located in West Yorkshire 30.35% 34.50% 33.39%
Number of salaries quoted 937 1157 1333
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £25,000 £26,000
10% offered a salary of more than £60,000 £57,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in West Yorkshire

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

Physics Jobs Demand Trend in West Yorkshire

Physics
Salary Trend in West Yorkshire

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

Physics Salary Trend in West Yorkshire

Physics
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Physics across the West Yorkshire region over the 3 months to 9 December 2016.

Physics Salary Histogram in West Yorkshire

Physics
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the West Yorkshire region over the 3 months to 9 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
Leeds +28 6 £35,000 -30.00%
Huddersfield - 1 £30,000 -
Physics
Yorkshire

Physics
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 9 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 West Yorkshire region with a requirement for Physics.

1 10 (100.00%) Mathematics
2 8 (80.00%) Computer Science
3 7 (70.00%) Statistics
4 6 (60.00%) SQL
4 6 (60.00%) PhD
4 6 (60.00%) Python
4 6 (60.00%) Machine Learning
5 5 (50.00%) Statistical Analysis
5 5 (50.00%) MS Excel
5 5 (50.00%) VBA
5 5 (50.00%) Degree
6 4 (40.00%) Validation
6 4 (40.00%) Kalman Filter
6 4 (40.00%) Time Series Analysis
6 4 (40.00%) Data Structures
6 4 (40.00%) Algorithms
6 4 (40.00%) Statistical Inference
6 4 (40.00%) R
6 4 (40.00%) Predictive Modelling
7 3 (30.00%) Statistical Modelling
7 3 (30.00%) Analytical Skills
7 3 (30.00%) Java
8 2 (20.00%) C#
8 2 (20.00%) PostgreSQL
8 2 (20.00%) Data Management
8 2 (20.00%) Software Engineering
8 2 (20.00%) Big Data
9 1 (10.00%) Analytics
9 1 (10.00%) Apache Spark
9 1 (10.00%) Information Retrieval

Physics
Top Related IT Skills in West 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 (10.00%) Apache Spark
Applications
1 5 (50.00%) MS Excel
2 1 (10.00%) MS Office
2 1 (10.00%) MS PowerPoint
2 1 (10.00%) Spreadsheet
Cloud Services
1 1 (10.00%) Amazon EC2
Database & Business Intelligence
1 2 (20.00%) Big Data
1 2 (20.00%) PostgreSQL
2 1 (10.00%) Data Mining
2 1 (10.00%) Hadoop
2 1 (10.00%) Pentaho
2 1 (10.00%) Text Mining
Development Applications
1 1 (10.00%) Selenium
General
1 1 (10.00%) Finance
1 1 (10.00%) Marketing
Job Titles
1 4 (40.00%) Data Scientist
2 2 (20.00%) Analyst
2 2 (20.00%) Junior
3 1 (10.00%) Data Analyst
3 1 (10.00%) Developer
3 1 (10.00%) Excel Analyst
3 1 (10.00%) Graduate
3 1 (10.00%) Graduate Developer
3 1 (10.00%) Graduate Software Developer
3 1 (10.00%) Junior Data Scientist
3 1 (10.00%) Junior Developer
3 1 (10.00%) Junior Software Developer
3 1 (10.00%) Qualitative Analyst
3 1 (10.00%) Quantitative Analyst
3 1 (10.00%) Software Developer
3 1 (10.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (10.00%) D3.js
Miscellaneous
1 10 (100.00%) Mathematics
2 8 (80.00%) Computer Science
3 7 (70.00%) Statistics
4 4 (40.00%) Algorithms
4 4 (40.00%) Data Structures
5 3 (30.00%) Analytical Skills
6 1 (10.00%) Chemistry
6 1 (10.00%) Visualisation
Operating Systems
1 1 (10.00%) Linux
Processes & Methodologies
1 6 (60.00%) Machine Learning
2 5 (50.00%) Statistical Analysis
3 4 (40.00%) Kalman Filter
3 4 (40.00%) Predictive Modelling
3 4 (40.00%) Statistical Inference
3 4 (40.00%) Time Series Analysis
3 4 (40.00%) Validation
4 3 (30.00%) Statistical Modelling
5 2 (20.00%) Data Management
5 2 (20.00%) Software Engineering
6 1 (10.00%) Business Development
6 1 (10.00%) Business Intelligence
6 1 (10.00%) Data Modelling
6 1 (10.00%) Direct Marketing
6 1 (10.00%) ETL
6 1 (10.00%) OO
6 1 (10.00%) OOP
6 1 (10.00%) Quantitative Analysis
6 1 (10.00%) Signal Processing
6 1 (10.00%) Web Development
Programming Languages
1 6 (60.00%) Python
1 6 (60.00%) SQL
2 5 (50.00%) VBA
3 4 (40.00%) R
4 3 (30.00%) Java
5 2 (20.00%) C#
6 1 (10.00%) C++
6 1 (10.00%) JavaScript
6 1 (10.00%) Ruby
Qualifications
1 6 (60.00%) PhD
2 5 (50.00%) Degree
Vendors
1 1 (10.00%) Microsoft