Period
to 25 February 2018

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 6 months to 25 February 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Cambridgeshire > Cambridge
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 39 97 -
Rank change year-on-year +58 - +159
Permanent jobs citing Artificial Intelligence 205 52 0
As % of all permanent IT jobs advertised in Cambridge 6.26% 2.32% -
As % of the Processes & Methodologies category 6.68% 2.56% -
Number of salaries quoted 169 45 0
Cambridge median annual salary £55,000 £75,000 -
Median salary % change year-on-year -26.67% - -
Cambridgeshire median annual salary £55,000 £75,000 -
% change year-on-year -26.67% - -

Artificial Intelligence is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 3,070 2,029 2,668
As % of all permanent IT jobs advertised in Cambridge 93.71% 90.46% 89.47%
Number of salaries quoted 2,222 1,669 2,173
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £30,000 £26,250 £30,000
90th Percentile £70,900 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £43,000
% change year-on-year +11.11% +4.65% +1.18%

Artificial Intelligence
Job Vacancy Trend in Cambridge

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in Cambridge.

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 6 months to 25 February 2018.

Salary histogram for Artificial Intelligence in Cambridge

For the 6 months to 25 February 2018, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridge region with a requirement for Artificial Intelligence.

1 176 (85.85%) Machine Learning
2 159 (77.56%) Python
3 145 (70.73%) C++
4 134 (65.37%) Java
5 110 (53.66%) PhD
6 104 (50.73%) Software Engineering
7 101 (49.27%) C#
8 89 (43.41%) C
9 85 (41.46%) Algorithms
10 70 (34.15%) Computer Science
11 69 (33.66%) Mathematics
12 63 (30.73%) Multithreading
13 62 (30.24%) Distributed Algorithms
14 59 (28.78%) Reinforcement Learning
15 52 (25.37%) Deep Learning
15 52 (25.37%) Physics
16 46 (22.44%) Neural Network
17 44 (21.46%) Smart City
18 43 (20.98%) Degree
19 42 (20.49%) Smart City Simulations
20 40 (19.51%) Finance
20 40 (19.51%) Linux
21 37 (18.05%) Data Science
22 36 (17.56%) MATLAB
23 34 (16.59%) TensorFlow
24 32 (15.61%) Big Data
25 27 (13.17%) Natural Language Processing
26 25 (12.20%) Bayesian Methods
27 23 (11.22%) Statistics
28 22 (10.73%) Quantitative Research

Artificial Intelligence
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:

Application Platforms
1 11 (5.37%) Apache Spark
2 1 (0.49%) Ethereum
Cloud Services
1 9 (4.39%) Cloud Computing
2 3 (1.46%) Amazon AWS
3 1 (0.49%) Cortana Intelligence Suite
3 1 (0.49%) GitHub
3 1 (0.49%) Microsoft Azure
3 1 (0.49%) SaaS
Communications & Networking
1 13 (6.34%) TCP/IP
2 2 (0.98%) Firewall
3 1 (0.49%) Internet
3 1 (0.49%) Skype
Database & Business Intelligence
1 32 (15.61%) Big Data
2 3 (1.46%) Relational Database
3 2 (0.98%) Data Mining
3 2 (0.98%) MySQL
3 2 (0.98%) Text Mining
4 1 (0.49%) Blockchain
4 1 (0.49%) Hadoop
Development Applications
1 10 (4.88%) Jenkins
2 7 (3.41%) JIRA
3 6 (2.93%) Cucumber
3 6 (2.93%) Selenium
4 2 (0.98%) Git (software)
5 1 (0.49%) TeamCity
General
1 40 (19.51%) Finance
2 11 (5.37%) Games
3 2 (0.98%) Electronics
4 1 (0.49%) Advertising
4 1 (0.49%) Retail
Job Titles
1 68 (33.17%) Software Engineer
2 60 (29.27%) Developer
3 41 (20.00%) Software Developer
4 35 (17.07%) C++ Developer
5 32 (15.61%) Graduate
6 31 (15.12%) Machine Learning Scientist
7 26 (12.68%) Machine Learning Engineer
8 25 (12.20%) C++ Software Developer
9 23 (11.22%) C++ Software Engineer
9 23 (11.22%) Data Scientist
10 22 (10.73%) Developer/Software Engineer
11 17 (8.29%) Web Engineer
12 15 (7.32%) Machine Learning Developer
13 13 (6.34%) Graduate Software Engineer
14 12 (5.85%) Analyst
14 12 (5.85%) Graduate Developer
15 11 (5.37%) Graduate C++ Developer
15 11 (5.37%) Machine Learning Researcher
16 10 (4.88%) Graduate Software Analyst
16 10 (4.88%) Software Engineering Graduate
Libraries, Frameworks & Software Standards
1 34 (16.59%) TensorFlow
2 27 (13.17%) Natural Language Processing
3 17 (8.29%) STL
4 16 (7.80%) jQuery
4 16 (7.80%) Node.js
5 14 (6.83%) CSS
5 14 (6.83%) HTML
6 13 (6.34%) Backbone.js
6 13 (6.34%) D3.js
7 6 (2.93%) .NET
8 5 (2.44%) Web Services
9 4 (1.95%) Keras
9 4 (1.95%) OpenCV
9 4 (1.95%) Velocity
10 3 (1.46%) OpenCL
11 1 (0.49%) .NET Framework
11 1 (0.49%) ASP.NET
11 1 (0.49%) LAMP
11 1 (0.49%) RESTful
11 1 (0.49%) Smart Contracts
Miscellaneous
1 85 (41.46%) Algorithms
2 70 (34.15%) Computer Science
3 44 (21.46%) Smart City
4 18 (8.78%) User Experience
5 9 (4.39%) 3D Graphics
5 9 (4.39%) Robotics
6 8 (3.90%) Enterprise Software
7 4 (1.95%) Animation
8 3 (1.46%) CUDA
9 2 (0.98%) Greenfield Project
9 2 (0.98%) HoloLens
9 2 (0.98%) iPad
9 2 (0.98%) Kinect
10 1 (0.49%) Analytical Mindset
10 1 (0.49%) Analytical Skills
10 1 (0.49%) Embedded Systems
10 1 (0.49%) Fintech
10 1 (0.49%) Hedge funds
10 1 (0.49%) Linux Command Line
10 1 (0.49%) Xbox
Operating Systems
1 40 (19.51%) Linux
2 15 (7.32%) Windows
3 6 (2.93%) Android
4 2 (0.98%) Unix
Processes & Methodologies
1 176 (85.85%) Machine Learning
2 104 (50.73%) Software Engineering
3 69 (33.66%) Mathematics
4 63 (30.73%) Multithreading
5 62 (30.24%) Distributed Algorithms
6 59 (28.78%) Reinforcement Learning
7 52 (25.37%) Deep Learning
7 52 (25.37%) Physics
8 46 (22.44%) Neural Network
9 42 (20.49%) Smart City Simulations
10 37 (18.05%) Data Science
11 25 (12.20%) Bayesian Methods
12 23 (11.22%) Statistics
13 22 (10.73%) Probabilistic Modelling
13 22 (10.73%) Quantitative Research
14 21 (10.24%) Signal Processing
15 19 (9.27%) Open Source
16 18 (8.78%) SDLC
17 17 (8.29%) Continuous Integration
18 16 (7.80%) Computer Vision
Programming Languages
1 159 (77.56%) Python
2 145 (70.73%) C++
3 134 (65.37%) Java
4 101 (49.27%) C#
5 89 (43.41%) C
6 36 (17.56%) MATLAB
7 19 (9.27%) JavaScript
8 14 (6.83%) SQL
9 13 (6.34%) Julia
10 9 (4.39%) R
11 6 (2.93%) Ruby
12 5 (2.44%) Shell Script
13 4 (1.95%) PHP
14 2 (0.98%) Kotlin
15 1 (0.49%) Bash Shell
15 1 (0.49%) Embedded C
15 1 (0.49%) Perl
15 1 (0.49%) Scala
Qualifications
1 110 (53.66%) PhD
2 43 (20.98%) Degree
3 20 (9.76%) Computer Science Degree
4 4 (1.95%) Numerate Degree
5 1 (0.49%) Master's Degree
Quality Assurance & Compliance
1 5 (2.44%) QA
System Software
1 2 (0.98%) Docker
Systems Management
1 3 (1.46%) Ansible
Vendors
1 5 (2.44%) Microsoft
2 1 (0.49%) Plumtree