The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Artificial Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artificial Intelligence over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Artificial Intelligence (AI)
Cambridgeshire / Cambridge
Rank 69 - 105
Rank change year-on-year - 0  
Permanent jobs citing Artificial Intelligence 37 0 5
As % of all permanent IT jobs advertised in Cambridge 3.04% - 0.35%
As % of the Processes & Methodologies category 3.32% - 0.41%
Number of salaries quoted 36 0 3
Median salary £70,000 - £38,564
UK excluding London median salary £57,500 £28,000 £52,500
% change year-on-year +105.35% -46.66%  

Artificial Intelligence is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1116 1336 1206
As % of all permanent IT job vacancies advertised in Cambridge 91.55% 90.27% 83.75%
Number of salaries quoted 835 1021 987
Median salary £46,000 £44,500 £45,000
Median salary % change year-on-year +3.37% -1.11%  
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Artificial Intelligence
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Artificial Intelligence as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Artificial Intelligence in Cambridge

Artificial Intelligence
Salary Trend in Cambridge

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

Salary trend for Artificial Intelligence in Cambridge

Artificial Intelligence
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Artificial Intelligence in Cambridge over the 3 months to 25 March 2017.

Salary histogram for Artificial Intelligence in Cambridge

Artificial Intelligence
Top 30 Related IT Skills in Cambridge

For the 6 months to 25 March 2017, IT jobs citing Artificial Intelligence 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 Artificial Intelligence.

1 48 (90.57%) Machine Learning
2 46 (86.79%) C++
2 46 (86.79%) Java
3 45 (84.91%) Python
4 37 (69.81%) C#
5 34 (64.15%) PhD
5 34 (64.15%) Algorithms
6 24 (45.28%) Multithreading
7 23 (43.40%) Deep Learning
7 23 (43.40%) Distributed Algorithms
8 21 (39.62%) Reinforcement Learning
9 19 (35.85%) Software Engineering
10 15 (28.30%) Mathematics
11 14 (26.42%) C
12 13 (24.53%) Linux
13 9 (16.98%) Physics
14 8 (15.09%) .NET
14 8 (15.09%) ASP.NET
15 7 (13.21%) Degree
15 7 (13.21%) Natural Language Processing
16 6 (11.32%) Scala
16 6 (11.32%) Windows
16 6 (11.32%) Games
16 6 (11.32%) SDLC
16 6 (11.32%) Unity (Game Engine)
16 6 (11.32%) Theano
16 6 (11.32%) Computer Vision
17 5 (9.43%) MATLAB
17 5 (9.43%) Neural Network
17 5 (9.43%) DNN

Artificial Intelligence
Top Related 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:

Application Platforms
1 5 (9.43%) DNN
Communications & Networking
1 3 (5.66%) TCP/IP
Database & Business Intelligence
1 3 (5.66%) Big Data
1 3 (5.66%) Data Mining
Development Applications
1 5 (9.43%) Git (software)
2 3 (5.66%) Selenium
General
1 6 (11.32%) Games
Job Titles
1 20 (37.74%) Developer
1 20 (37.74%) Software Developer
2 16 (30.19%) Software Engineer
3 8 (15.09%) Developer/Software Engineer
4 7 (13.21%) Java Engineer
4 7 (13.21%) Machine Learning Engineer
5 6 (11.32%) C++ Software Engineer
5 6 (11.32%) Java Developer
5 6 (11.32%) Java Software Developer
5 6 (11.32%) Java Software Engineer
5 6 (11.32%) Mathematical Developer
6 5 (9.43%) Python Software Engineer
7 4 (7.55%) Algorithm Engineer
7 4 (7.55%) C++ Developer
7 4 (7.55%) C++ Software Developer
7 4 (7.55%) Graduate
8 3 (5.66%) Chief Technology Officer
8 3 (5.66%) Python Developer
9 2 (3.77%) Computer Engineer
9 2 (3.77%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 8 (15.09%) .NET
1 8 (15.09%) ASP.NET
2 7 (13.21%) Natural Language Processing
3 6 (11.32%) Theano
3 6 (11.32%) Unity (Game Engine)
4 5 (9.43%) OpenCV
5 3 (5.66%) XML
6 2 (3.77%) NumPy
Miscellaneous
1 34 (64.15%) Algorithms
2 4 (7.55%) Computer Science
3 2 (3.77%) Augmented Reality
4 1 (1.89%) 3D Graphics
4 1 (1.89%) Enterprise Software
4 1 (1.89%) Mobile App
4 1 (1.89%) Social Media
4 1 (1.89%) User Experience
Operating Systems
1 13 (24.53%) Linux
2 6 (11.32%) Windows
Processes & Methodologies
1 48 (90.57%) Machine Learning
2 24 (45.28%) Multithreading
3 23 (43.40%) Deep Learning
3 23 (43.40%) Distributed Algorithms
4 21 (39.62%) Reinforcement Learning
5 19 (35.85%) Software Engineering
6 15 (28.30%) Mathematics
7 9 (16.98%) Physics
8 6 (11.32%) Computer Vision
8 6 (11.32%) SDLC
9 5 (9.43%) Neural Network
10 3 (5.66%) Agile Software Development
10 3 (5.66%) Cross-Platform Development
10 3 (5.66%) Data Visualisation
10 3 (5.66%) Document Management
10 3 (5.66%) Knowledge Discovery
10 3 (5.66%) Visualisation
11 2 (3.77%) DevOps
12 1 (1.89%) Bayesian Methods
12 1 (1.89%) Game Theory
Programming Languages
1 46 (86.79%) C++
1 46 (86.79%) Java
2 45 (84.91%) Python
3 37 (69.81%) C#
4 14 (26.42%) C
5 6 (11.32%) Scala
6 5 (9.43%) MATLAB
7 3 (5.66%) JavaScript
7 3 (5.66%) Lua
7 3 (5.66%) Perl
8 2 (3.77%) R
9 1 (1.89%) Fortran
Qualifications
1 34 (64.15%) PhD
2 7 (13.21%) Degree
Quality Assurance & Compliance
1 3 (5.66%) QA
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