Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Cambridgeshire > Cambridge
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 42 122 -
Rank change year-on-year +80 - -
Permanent jobs citing Artificial Intelligence 208 25 0
As % of all permanent IT jobs advertised in Cambridge 6.64% 1.10% -
As % of the Processes & Methodologies category 7.13% 1.23% -
Number of salaries quoted 179 21 0
Cambridge median annual salary £60,000 £70,000 -
Median salary % change year-on-year -14.29% - -
Cambridgeshire median annual salary £60,000 £70,000 -
% change year-on-year -14.29% - -

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 2916 2027 2516
As % of all permanent IT jobs advertised in Cambridge 93.07% 89.33% 88.40%
Number of salaries quoted 2216 1667 2168
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +8.43%
10th Percentile £29,000 £26,250 £29,750
90th Percentile £72,500 £67,500 £62,875
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 21 November 2017.

Salary histogram for Artificial Intelligence in Cambridge

For the 6 months to 21 November 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.

1 178 (85.58%) Machine Learning
2 168 (80.77%) Python
3 130 (62.50%) C++
4 122 (58.65%) Java
5 119 (57.21%) PhD
6 110 (52.88%) Software Engineering
7 108 (51.92%) Mathematics
8 102 (49.04%) C#
9 94 (45.19%) Computer Science
10 87 (41.83%) Physics
11 84 (40.38%) Algorithms
12 76 (36.54%) C
13 69 (33.17%) MATLAB
14 45 (21.63%) Smart City
14 45 (21.63%) Smart City Simulations
15 44 (21.15%) Distributed Algorithms
15 44 (21.15%) Multithreading
15 44 (21.15%) Statistics
16 42 (20.19%) Linux
17 39 (18.75%) Economics
17 39 (18.75%) Neural Network
17 39 (18.75%) Julia
18 38 (18.27%) Reinforcement Learning
18 38 (18.27%) Deep Learning
19 35 (16.83%) Degree
19 35 (16.83%) Finance
20 33 (15.87%) Probabilistic Modelling
21 31 (14.90%) Bayesian Methods
22 30 (14.42%) SDLC
22 30 (14.42%) Open Source

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 1 (0.48%) Apache Spark
1 1 (0.48%) Ethereum
Cloud Services
1 11 (5.29%) Amazon AWS
2 7 (3.37%) Cloud Computing
3 1 (0.48%) Cortana Intelligence Suite
3 1 (0.48%) GitHub
3 1 (0.48%) SaaS
Communications & Networking
1 25 (12.02%) TCP/IP
2 6 (2.88%) SMS
3 5 (2.40%) Network Security
4 2 (0.96%) DHCP
4 2 (0.96%) DNS
5 1 (0.48%) Internet
5 1 (0.48%) OpenVPN
5 1 (0.48%) Skype
Database & Business Intelligence
1 20 (9.62%) Big Data
2 2 (0.96%) MySQL
3 1 (0.48%) Blockchain
3 1 (0.48%) Hadoop
Development Applications
1 9 (4.33%) Jenkins
2 8 (3.85%) JIRA
3 7 (3.37%) Cucumber
3 7 (3.37%) Selenium
4 2 (0.96%) Git (software)
5 1 (0.48%) GitLab
5 1 (0.48%) GoCD
General
1 35 (16.83%) Finance
2 7 (3.37%) Games
3 1 (0.48%) Advertising
3 1 (0.48%) Retail
Job Titles
1 81 (38.94%) Software Engineer
2 70 (33.65%) Developer
3 55 (26.44%) Software Developer
4 42 (20.19%) C++ Developer
5 32 (15.38%) C++ Software Developer
6 31 (14.90%) Developer/Software Engineer
7 28 (13.46%) C++ Software Engineer
8 22 (10.58%) Machine Learning Researcher
9 21 (10.10%) Graduate
10 20 (9.62%) Web Engineer
11 18 (8.65%) Research Engineer
12 16 (7.69%) Data Scientist
12 16 (7.69%) Machine Learning Engineer
13 15 (7.21%) Python Software Engineer
14 14 (6.73%) DevOps Engineer
14 14 (6.73%) Machine Learning Scientist
15 10 (4.81%) Graduate Developer
15 10 (4.81%) Machine Learning Developer
16 9 (4.33%) Graduate C++ Developer
16 9 (4.33%) Mathematical Developer
Libraries, Frameworks & Software Standards
1 24 (11.54%) TensorFlow
2 19 (9.13%) CSS
2 19 (9.13%) HTML
2 19 (9.13%) jQuery
2 19 (9.13%) Node.js
3 18 (8.65%) Backbone.js
3 18 (8.65%) D3.js
4 11 (5.29%) .NET
5 9 (4.33%) ASP.NET
6 5 (2.40%) STL
7 4 (1.92%) Keras
7 4 (1.92%) OpenCV
7 4 (1.92%) Velocity
8 2 (0.96%) Natural Language Processing
9 1 (0.48%) .NET Framework
9 1 (0.48%) LAMP
9 1 (0.48%) RESTful
9 1 (0.48%) Smart Contracts
9 1 (0.48%) Web Services
Miscellaneous
1 94 (45.19%) Computer Science
2 84 (40.38%) Algorithms
3 45 (21.63%) Smart City
4 21 (10.10%) User Experience
5 11 (5.29%) Robotics
6 9 (4.33%) 3D Graphics
7 6 (2.88%) Enterprise Software
8 5 (2.40%) Cyberthreat
9 4 (1.92%) Animation
10 3 (1.44%) Data Structures
11 2 (0.96%) Greenfield Project
11 2 (0.96%) HoloLens
11 2 (0.96%) Kinect
12 1 (0.48%) Data Centre
12 1 (0.48%) Hedge funds
12 1 (0.48%) Online Games
12 1 (0.48%) Smartphone
12 1 (0.48%) Video\Live Streaming
12 1 (0.48%) Xbox
Operating Systems
1 42 (20.19%) Linux
2 30 (14.42%) Windows
3 7 (3.37%) Unix
4 5 (2.40%) CentOS
4 5 (2.40%) Mac OS
4 5 (2.40%) Red Hat Enterprise Linux
5 3 (1.44%) Android
6 1 (0.48%) Debian
6 1 (0.48%) Ubuntu
Processes & Methodologies
1 178 (85.58%) Machine Learning
2 110 (52.88%) Software Engineering
3 108 (51.92%) Mathematics
4 87 (41.83%) Physics
5 45 (21.63%) Smart City Simulations
6 44 (21.15%) Distributed Algorithms
6 44 (21.15%) Multithreading
6 44 (21.15%) Statistics
7 39 (18.75%) Economics
7 39 (18.75%) Neural Network
8 38 (18.27%) Deep Learning
8 38 (18.27%) Reinforcement Learning
9 33 (15.87%) Probabilistic Modelling
10 31 (14.90%) Bayesian Methods
11 30 (14.42%) Open Source
11 30 (14.42%) SDLC
12 16 (7.69%) Continuous Integration
12 16 (7.69%) Creative Thinking
12 16 (7.69%) Probability Theory
13 15 (7.21%) DevOps
Programming Languages
1 168 (80.77%) Python
2 130 (62.50%) C++
3 122 (58.65%) Java
4 102 (49.04%) C#
5 76 (36.54%) C
6 69 (33.17%) MATLAB
7 39 (18.75%) Julia
8 27 (12.98%) SQL
9 23 (11.06%) R
10 22 (10.58%) JavaScript
11 12 (5.77%) Perl
12 7 (3.37%) Ruby
13 6 (2.88%) Bash Shell
14 2 (0.96%) PHP
15 1 (0.48%) Scala
Qualifications
1 119 (57.21%) PhD
2 35 (16.83%) Degree
3 20 (9.62%) Computer Science Degree
4 1 (0.48%) Numerate Degree
System Software
1 8 (3.85%) Docker
2 5 (2.40%) Hyper-V
3 1 (0.48%) NFS
Systems Management
1 7 (3.37%) Opscode Chef
2 6 (2.88%) Puppet
2 6 (2.88%) Salt
3 5 (2.40%) Grafana
3 5 (2.40%) Munin
3 5 (2.40%) ZABBIX
4 4 (1.92%) Ansible
5 1 (0.48%) Kubernetes
Vendors
1 5 (2.40%) Cisco
1 5 (2.40%) Microsoft
1 5 (2.40%) VMware
2 1 (0.48%) Plumtree