Period
to 21 November 2017

The table below looks at the prevalence of the term 3D Graphics in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited 3D Graphics over the 6 months to 21 November 2017 with a comparison to the same period over the previous 2 years.

3D Graphics
Cambridgeshire > Cambridge
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 148 146 147
Rank change year-on-year -2 +1 +15
Permanent jobs citing 3D Graphics 35 1 12
As % of all permanent IT jobs advertised in Cambridge 1.12% 0.044% 0.42%
As % of the Miscellaneous category 1.94% 0.084% 0.89%
Number of salaries quoted 9 1 10
Cambridge median annual salary £32,500 £50,000 £62,500
Median salary % change year-on-year -35.00% -20.00% +56.25%
10th Percentile £32,250 £45,000 £47,500
90th Percentile £56,000 £55,000 £69,125
Cambridgeshire median annual salary £32,500 £50,000 £62,500
% change year-on-year -35.00% -20.00% +56.25%

3D Graphics is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for generic IT skills.

All Generic IT Skills
Cambridge
Permanent vacancies with a requirement for generic IT skills 1805 1188 1341
As % of all permanent IT jobs advertised in Cambridge 57.61% 52.36% 47.12%
Number of salaries quoted 1374 963 1122
Cambridge median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +0.59%
10th Percentile £30,000 £26,250 £27,500
90th Percentile £72,500 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +3.91%

3D Graphics
Job Vacancy Trend in Cambridge

Job postings citing 3D Graphics as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for 3D Graphics in Cambridge

3D Graphics
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing 3D Graphics in Cambridge.

Salary trend for 3D Graphics in Cambridge

3D Graphics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing 3D Graphics in Cambridge over the 6 months to 21 November 2017.

Salary histogram for 3D Graphics in Cambridge

For the 6 months to 21 November 2017, IT jobs citing 3D Graphics 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 Cambridge region with a requirement for 3D Graphics.

1 34 (97.14%) Computer Science
2 32 (91.43%) Degree
3 28 (80.00%) Mathematics
3 28 (80.00%) C++
4 22 (62.86%) Software Engineering
5 19 (54.29%) Machine Learning
5 19 (54.29%) SDLC
5 19 (54.29%) Computer Vision
6 17 (48.57%) Git (software)
7 15 (42.86%) Neural Network
7 15 (42.86%) Python
8 14 (40.00%) Probabilistic Modelling
9 13 (37.14%) C
10 11 (31.43%) .NET
10 11 (31.43%) Visual Studio
10 11 (31.43%) OpenGL
10 11 (31.43%) Physics
10 11 (31.43%) Robotics
11 10 (28.57%) C#
11 10 (28.57%) Convolutional Neural Network
12 9 (25.71%) Acceptance Criteria
12 9 (25.71%) Java
12 9 (25.71%) Windows
12 9 (25.71%) OO
12 9 (25.71%) DirectX
12 9 (25.71%) Configuration Management
12 9 (25.71%) Scrum
12 9 (25.71%) Agile Software Development
12 9 (25.71%) Data Analysis
12 9 (25.71%) Artificial Intelligence

3D Graphics
Co-occurring IT Skills in Cambridge 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:

Cloud Services
1 2 (5.71%) Amazon AWS
1 2 (5.71%) Microsoft Azure
Database & Business Intelligence
1 5 (14.29%) GIS
2 1 (2.86%) Big Data
Development Applications
1 17 (48.57%) Git (software)
2 11 (31.43%) Visual Studio
3 7 (20.00%) Jenkins
3 7 (20.00%) Team Foundation Server
4 6 (17.14%) ClearCase
5 2 (5.71%) WebSharper
General
1 5 (14.29%) Games
2 4 (11.43%) Automotive
Job Titles
1 15 (42.86%) Developer
2 11 (31.43%) Software Developer
3 7 (20.00%) 3D Software Engineer
3 7 (20.00%) Applications Engineer
3 7 (20.00%) Software Design Engineer
3 7 (20.00%) Software Engineer
4 6 (17.14%) C++ Developer
5 5 (14.29%) Machine Learning Developer
5 5 (14.29%) Senior Developer
5 5 (14.29%) Senior Software Developer
5 5 (14.29%) Software Manager
5 5 (14.29%) Technical Manager
6 4 (11.43%) C++ Games Developer
6 4 (11.43%) Games Developer
6 4 (11.43%) Graduate
6 4 (11.43%) Graduate C++ Developer
6 4 (11.43%) Graduate Developer
6 4 (11.43%) Graduate Games Developer
6 4 (11.43%) Machine Learning Specialist
7 2 (5.71%) C++ Software Developer
Libraries, Frameworks & Software Standards
1 11 (31.43%) .NET
1 11 (31.43%) OpenGL
2 9 (25.71%) DirectX
3 4 (11.43%) OpenCV
3 4 (11.43%) TensorFlow
3 4 (11.43%) Theano
3 4 (11.43%) Torch
3 4 (11.43%) Velocity
4 3 (8.57%) WebGL
5 2 (5.71%) .NET Framework
5 2 (5.71%) Direct3D
5 2 (5.71%) HTML
5 2 (5.71%) HTML5
5 2 (5.71%) RESTful
5 2 (5.71%) Twitter Bootstrap
5 2 (5.71%) Unity (Game Engine)
5 2 (5.71%) WCF
5 2 (5.71%) WebSockets
5 2 (5.71%) WPF
5 2 (5.71%) Zurb Foundation
Miscellaneous
1 34 (97.14%) Computer Science
2 11 (31.43%) Robotics
3 5 (14.29%) Algorithms
4 4 (11.43%) Animation
5 2 (5.71%) Social Network
5 2 (5.71%) User Experience
6 1 (2.86%) 3D Printing
Operating Systems
1 9 (25.71%) Windows
2 8 (22.86%) Linux
Processes & Methodologies
1 28 (80.00%) Mathematics
2 22 (62.86%) Software Engineering
3 19 (54.29%) Computer Vision
3 19 (54.29%) Machine Learning
3 19 (54.29%) SDLC
4 15 (42.86%) Neural Network
5 14 (40.00%) Probabilistic Modelling
6 11 (31.43%) Physics
7 10 (28.57%) Convolutional Neural Network
8 9 (25.71%) Acceptance Criteria
8 9 (25.71%) Agile Software Development
8 9 (25.71%) Artificial Intelligence
8 9 (25.71%) Configuration Management
8 9 (25.71%) Data Analysis
8 9 (25.71%) OO
8 9 (25.71%) Scrum
9 7 (20.00%) Adaptive Web Design
9 7 (20.00%) Continuous Integration
9 7 (20.00%) OOP
9 7 (20.00%) Software Delivery
Programming Languages
1 28 (80.00%) C++
2 15 (42.86%) Python
3 13 (37.14%) C
4 10 (28.57%) C#
5 9 (25.71%) Java
6 8 (22.86%) Scala
7 2 (5.71%) F#
8 1 (2.86%) Cython
8 1 (2.86%) JavaScript
8 1 (2.86%) Ruby
Qualifications
1 32 (91.43%) Degree
2 4 (11.43%) Computer Science Degree
Vendors
1 2 (5.71%) Microsoft
1 2 (5.71%) Twitter