Period
to 22 June 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 22 June 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Cambridgeshire > Cambridge
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 21 47 159
Rank change year-on-year +26 +112 +1
Permanent jobs citing Artificial Intelligence 322 169 1
As % of all permanent IT jobs advertised in Cambridge 10.78% 6.60% 0.038%
As % of the Processes & Methodologies category 11.42% 7.27% 0.042%
Number of salaries quoted 262 140 0
Cambridge median annual salary £55,000 £65,000 -
Median salary % change year-on-year -15.38% - -
Cambridgeshire median annual salary £55,000 £65,000 -
% change year-on-year -15.38% - -

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 2,819 2,325 2,407
As % of all permanent IT jobs advertised in Cambridge 94.38% 90.82% 90.80%
Number of salaries quoted 1,899 1,756 1,913
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £67,500 £71,250 £65,000
Cambridgeshire median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +2.33%

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 22 June 2018.

Salary histogram for Artificial Intelligence in Cambridge

For the 6 months to 22 June 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.

1 259 (80.43%) Machine Learning
2 196 (60.87%) Python
3 173 (53.73%) C++
4 157 (48.76%) Java
5 140 (43.48%) Software Engineering
6 125 (38.82%) PhD
7 122 (37.89%) Linux
8 118 (36.65%) Mathematics
9 104 (32.30%) C
10 99 (30.75%) Algorithms
11 81 (25.16%) C#
12 69 (21.43%) Natural Language Processing
13 65 (20.19%) Physics
14 63 (19.57%) Degree
15 62 (19.25%) Computer Science
16 58 (18.01%) Multithreading
16 58 (18.01%) Deep Learning
17 56 (17.39%) Distributed Algorithms
18 54 (16.77%) Reinforcement Learning
19 52 (16.15%) Bayesian Methods
20 45 (13.98%) OO
21 42 (13.04%) Neural Network
21 42 (13.04%) Data Science
22 41 (12.73%) Computer Vision
22 41 (12.73%) User Experience
23 37 (11.49%) Agile Software Development
24 36 (11.18%) TensorFlow
25 35 (10.87%) Web Services
25 35 (10.87%) Big Data
26 33 (10.25%) PHP

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 20 (6.21%) Apache Spark
2 7 (2.17%) nginx
3 3 (0.93%) SharePoint
4 2 (0.62%) Elasticsearch
5 1 (0.31%) Apache
5 1 (0.31%) MS Project Server
Applications
1 7 (2.17%) HipChat
2 3 (0.93%) Microsoft Project
Cloud Services
1 30 (9.32%) Amazon AWS
2 8 (2.48%) Cloud Computing
3 7 (2.17%) Dropbox
4 4 (1.24%) Office 365
5 3 (0.93%) Microsoft Azure
6 1 (0.31%) GitHub
6 1 (0.31%) Google Cloud Platform
Communications & Networking
1 17 (5.28%) Internet
2 7 (2.17%) Firewall
3 2 (0.62%) SMS
3 2 (0.62%) TCP/IP
Database & Business Intelligence
1 35 (10.87%) Big Data
2 13 (4.04%) Relational Database
3 7 (2.17%) MySQL
3 7 (2.17%) PostgreSQL
4 3 (0.93%) Hadoop
4 3 (0.93%) NoSQL
4 3 (0.93%) Text Mining
5 2 (0.62%) Blockchain
5 2 (0.62%) Data Mining
5 2 (0.62%) SQL Server
6 1 (0.31%) QlikView
Development Applications
1 23 (7.14%) Git (software)
2 12 (3.73%) Mercurial
3 8 (2.48%) Jenkins
4 2 (0.62%) GitLab
5 1 (0.31%) TeamCity
General
1 33 (10.25%) Games
2 11 (3.42%) Finance
3 7 (2.17%) Multimedia
3 7 (2.17%) Publishing
4 4 (1.24%) Electronics
5 1 (0.31%) Law
Job Titles
1 96 (29.81%) Software Engineer
2 76 (23.60%) Developer
3 68 (21.12%) Graduate
4 62 (19.25%) Machine Learning Engineer
5 61 (18.94%) C++ Software Engineer
6 56 (17.39%) Python Engineer
7 41 (12.73%) Graduate Software Engineer
8 32 (9.94%) Linux Engineer
9 31 (9.63%) Software Developer
10 29 (9.01%) C++ Developer
11 26 (8.07%) Graduate C++ Software Engineer
12 25 (7.76%) Computer Engineer
12 25 (7.76%) Computer Vision Engineer
13 24 (7.45%) C++ Software Developer
14 23 (7.14%) Python Software Engineer
15 22 (6.83%) Machine Learning Scientist
16 18 (5.59%) Senior Software Engineer
17 17 (5.28%) Senior C++ Software Engineer
18 16 (4.97%) C Software Engineer
18 16 (4.97%) PHP Software Engineer
Libraries, Frameworks & Software Standards
1 69 (21.43%) Natural Language Processing
2 36 (11.18%) TensorFlow
3 35 (10.87%) Web Services
4 32 (9.94%) RESTful
5 25 (7.76%) STL
6 20 (6.21%) .NET
7 17 (5.28%) Node.js
8 12 (3.73%) Google Maps API
8 12 (3.73%) OAuth
8 12 (3.73%) OAuth2
9 10 (3.11%) HEVC
9 10 (3.11%) OpenGL
10 9 (2.80%) jQuery
11 7 (2.17%) AngularJS
11 7 (2.17%) LAMP
11 7 (2.17%) LEMP Stack
11 7 (2.17%) RabbitMQ
12 6 (1.86%) HTML
12 6 (1.86%) React
13 5 (1.55%) ASP.NET
Miscellaneous
1 99 (30.75%) Algorithms
2 62 (19.25%) Computer Science
3 41 (12.73%) User Experience
4 28 (8.70%) Smart City
5 15 (4.66%) Augmented Reality
5 15 (4.66%) Enterprise Software
6 13 (4.04%) Data Structures
7 12 (3.73%) Mobile App
8 11 (3.42%) Analytical Skills
8 11 (3.42%) Fintech
8 11 (3.42%) Robotics
9 10 (3.11%) Linux Command Line
10 7 (2.17%) Digital Media
11 4 (1.24%) CUDA
12 3 (0.93%) Greenfield Project
13 2 (0.62%) iPad
13 2 (0.62%) NHS
13 2 (0.62%) Smart Home
14 1 (0.31%) Analytical Mindset
14 1 (0.31%) Blog
Operating Systems
1 122 (37.89%) Linux
2 12 (3.73%) Apple iOS
3 11 (3.42%) Windows
4 7 (2.17%) Debian
4 7 (2.17%) Mac OS
4 7 (2.17%) Unix
5 6 (1.86%) Robot Operating System
6 3 (0.93%) Android
Processes & Methodologies
1 259 (80.43%) Machine Learning
2 140 (43.48%) Software Engineering
3 118 (36.65%) Mathematics
4 65 (20.19%) Physics
5 58 (18.01%) Deep Learning
5 58 (18.01%) Multithreading
6 56 (17.39%) Distributed Algorithms
7 54 (16.77%) Reinforcement Learning
8 52 (16.15%) Bayesian Methods
9 45 (13.98%) OO
10 42 (13.04%) Data Science
10 42 (13.04%) Neural Network
11 41 (12.73%) Computer Vision
12 37 (11.49%) Agile Software Development
13 31 (9.63%) Biology
13 31 (9.63%) Computational Biology
13 31 (9.63%) Computational Linguistics
13 31 (9.63%) Scrum
14 29 (9.01%) Signal Processing
15 27 (8.39%) Probabilistic Modelling
Programming Languages
1 196 (60.87%) Python
2 173 (53.73%) C++
3 157 (48.76%) Java
4 104 (32.30%) C
5 81 (25.16%) C#
6 33 (10.25%) PHP
7 30 (9.32%) JavaScript
8 29 (9.01%) MATLAB
9 12 (3.73%) Apple Swift
9 12 (3.73%) Objective-C
10 11 (3.42%) SQL
11 7 (2.17%) Erlang
11 7 (2.17%) Go
11 7 (2.17%) Haskell
12 5 (1.55%) Shell Script
13 2 (0.62%) Kotlin
14 1 (0.31%) R
14 1 (0.31%) TypeScript
Qualifications
1 125 (38.82%) PhD
2 63 (19.57%) Degree
3 21 (6.52%) Computer Science Degree
4 13 (4.04%) Numerate Degree
5 2 (0.62%) Master's Degree
6 1 (0.31%) PMP
Quality Assurance & Compliance
1 8 (2.48%) QA
2 3 (0.93%) ISO/IEC 27001
2 3 (0.93%) PCI DSS
3 1 (0.31%) GCP
System Software
1 9 (2.80%) Docker
2 7 (2.17%) VMware Infrastructure
2 7 (2.17%) VMware Workstation
3 4 (1.24%) Active Directory
3 4 (1.24%) Hyper-V
Systems Management
1 18 (5.59%) Ansible
2 17 (5.28%) Puppet
3 12 (3.73%) Opscode Chef
4 9 (2.80%) Kubernetes
5 1 (0.31%) Kibana
5 1 (0.31%) logstash
Vendors
1 13 (4.04%) Google
2 12 (3.73%) Mapbox
3 10 (3.11%) Cisco
3 10 (3.11%) HP
3 10 (3.11%) Juniper
4 7 (2.17%) Perforce
4 7 (2.17%) VMware
5 3 (0.93%) Cloudera
5 3 (0.93%) Microsoft
6 2 (0.62%) Hortonworks
7 1 (0.31%) Bloomberg
7 1 (0.31%) Cognos
7 1 (0.31%) Splunk
7 1 (0.31%) Tableau