The table below looks at the prevalence of the term Physics in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Physics over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Physics
Rank 244 220 260
Rank change year-on-year
-24 +40
Permanent jobs citing Physics 19 25 9
As % of all permanent IT jobs located in the North West 0.30% 0.41% 0.12%
As % of the Miscellaneous category 0.74% 1.15% 0.35%
Number of salaries quoted 17 11 9
Median salary £47,000 £37,230 £35,000
Median salary % change year-on-year
+26.24% +6.37%
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 North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2575 2183 2606
As % of all permanent IT jobs located in the North West 41.11% 36.08% 35.06%
Number of salaries quoted 2126 1728 2214
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £27,500 £25,000 £24,500
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Physics
Jobs Demand Trend in the North West

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

Physics Jobs Demand Trend in the North West

Physics
Salary Trend in the North West

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

Physics Salary Trend in the North West

Physics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Physics across the North West region over the 3 months to 8 December 2016.

Physics Salary Histogram in the North West

Physics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physics within the North West region over the 3 months to 8 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
Manchester -14 16 £47,000 +7.42% 3
Cheshire +5 2 £41,250 +10.79%
Physics
England

Physics
Top 30 Related IT Skills in the North West

For the 6 months to 8 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 North West region with a requirement for Physics.

1 25 (78.13%) Mathematics
2 19 (59.38%) SQL
3 17 (53.13%) Degree
4 16 (50.00%) Python
4 16 (50.00%) Machine Learning
5 14 (43.75%) Algorithms
5 14 (43.75%) PhD
6 13 (40.63%) Analytics
6 13 (40.63%) R
7 11 (34.38%) Data Mining
7 11 (34.38%) Data Analysis
8 10 (31.25%) Computer Science
8 10 (31.25%) Java
9 9 (28.13%) Statistics
10 8 (25.00%) Agile Software Development
10 8 (25.00%) Big Data
11 7 (21.88%) Statistical Modelling
11 7 (21.88%) C#
12 6 (18.75%) Data Modelling
12 6 (18.75%) Electronics
12 6 (18.75%) Multimedia
12 6 (18.75%) Software Engineering
13 5 (15.63%) Scrum
13 5 (15.63%) Business Intelligence
13 5 (15.63%) SPSS
13 5 (15.63%) C
13 5 (15.63%) Analytical Skills
14 4 (12.50%) Apache Spark
14 4 (12.50%) Enterprise Software
14 4 (12.50%) Mentoring

Physics
Top Related IT Skills in the North West 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 (12.50%) Apache Spark
2 3 (9.38%) SAS
Applications
1 5 (15.63%) SPSS
Database & Business Intelligence
1 11 (34.38%) Data Mining
2 8 (25.00%) Big Data
3 4 (12.50%) Hadoop
4 3 (9.38%) Data Warehouse
5 2 (6.25%) Relational Database
6 1 (3.13%) SQL Server
6 1 (3.13%) SQL Server 2012
6 1 (3.13%) SQL Server 2014
Development Applications
1 2 (6.25%) Oracle APEX
General
1 6 (18.75%) Electronics
1 6 (18.75%) Multimedia
2 4 (12.50%) Marketing
3 2 (6.25%) Advertising
4 1 (3.13%) Games
Job Titles
1 15 (46.88%) Data Scientist
2 6 (18.75%) Author
2 6 (18.75%) Senior Technical Author
2 6 (18.75%) Software Engineer
2 6 (18.75%) Technical Author
3 5 (15.63%) C# Software Engineer
4 4 (12.50%) .NET Software Engineer
4 4 (12.50%) Senior Data Scientist
5 2 (6.25%) Java Engineer
5 2 (6.25%) Java Software Engineer
6 1 (3.13%) Analyst
6 1 (3.13%) Data Analyst
6 1 (3.13%) Data Warehouse Developer
6 1 (3.13%) Developer
6 1 (3.13%) Programmer
6 1 (3.13%) QA Engineer
6 1 (3.13%) Senior Games Programmer
6 1 (3.13%) Senior Programmer
6 1 (3.13%) Software Test Engineer
6 1 (3.13%) Test Engineer
Libraries, Frameworks & Software Standards
1 4 (12.50%) .NET
1 4 (12.50%) ASP.NET
1 4 (12.50%) HTML
2 1 (3.13%) DirectX
2 1 (3.13%) Natural Language Processing
2 1 (3.13%) OpenGL
Miscellaneous
1 25 (78.13%) Mathematics
2 14 (43.75%) Algorithms
3 10 (31.25%) Computer Science
4 9 (28.13%) Statistics
5 5 (15.63%) Analytical Skills
6 4 (12.50%) Credit Risk
6 4 (12.50%) Enterprise Software
7 2 (6.25%) Artificial Intelligence
7 2 (6.25%) Robotics
7 2 (6.25%) Visualisation
8 1 (3.13%) Economics
Operating Systems
1 2 (6.25%) Linux
1 2 (6.25%) Unix
Processes & Methodologies
1 16 (50.00%) Machine Learning
2 13 (40.63%) Analytics
3 11 (34.38%) Data Analysis
4 8 (25.00%) Agile Software Development
5 7 (21.88%) Statistical Modelling
6 6 (18.75%) Data Modelling
6 6 (18.75%) Software Engineering
7 5 (15.63%) Business Intelligence
7 5 (15.63%) Scrum
8 4 (12.50%) Bioinformatics
8 4 (12.50%) Mentoring
8 4 (12.50%) Web Analytics
9 3 (9.38%) Data Analytics
10 2 (6.25%) Creative Problem-Solving
10 2 (6.25%) Display Advertising
10 2 (6.25%) Logistic Regression
10 2 (6.25%) Performance Testing
10 2 (6.25%) Predictive Modelling
10 2 (6.25%) Product Management
10 2 (6.25%) Time Series Forecasting
Programming Languages
1 19 (59.38%) SQL
2 16 (50.00%) Python
3 13 (40.63%) R
4 10 (31.25%) Java
5 7 (21.88%) C#
6 5 (15.63%) C
7 4 (12.50%) MATLAB
7 4 (12.50%) Perl
7 4 (12.50%) Scala
8 3 (9.38%) C++
9 2 (6.25%) PL/SQL
Qualifications
1 17 (53.13%) Degree
2 14 (43.75%) PhD
Quality Assurance & Compliance
1 1 (3.13%) QA
Vendors
1 2 (6.25%) Oracle
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