Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Cambridgeshire > Cambridge
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 19 38 131
Rank change year-on-year +19 +93 -
Permanent jobs citing Artificial Intelligence 269 212 21
As % of all permanent IT jobs advertised in Cambridge 11.22% 8.06% 0.90%
As % of the Processes & Methodologies category 11.94% 8.76% 0.99%
Number of salaries quoted 201 171 21
Cambridge median annual salary £57,500 £62,500 £65,000
Median salary % change year-on-year -8.00% -3.85% -
10th Percentile £26,250 £26,750 £18,000
90th Percentile £76,250 £90,000 £77,500
Cambridgeshire median annual salary £57,500 £62,500 £65,000
% change year-on-year -8.00% -3.85% -

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 2,253 2,419 2,123
As % of all permanent IT jobs advertised in Cambridge 93.95% 92.01% 90.57%
Number of salaries quoted 1,618 1,872 1,737
Cambridge median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +2.27%
10th Percentile £29,338 £28,750 £26,250
90th Percentile £70,000 £70,000 £67,500
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +1.16%

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 24 September 2018.

Salary histogram for Artificial Intelligence in Cambridge

For the 6 months to 24 September 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.

1 214 (79.55%) Machine Learning
2 142 (52.79%) Python
3 125 (46.47%) Java
4 121 (44.98%) Linux
5 110 (40.89%) PhD
5 110 (40.89%) C++
6 93 (34.57%) Software Engineering
7 78 (29.00%) C
8 74 (27.51%) Mathematics
9 68 (25.28%) Algorithms
10 67 (24.91%) Natural Language Processing
11 62 (23.05%) C#
12 57 (21.19%) Reinforcement Learning
13 55 (20.45%) Deep Learning
14 53 (19.70%) Multithreading
14 53 (19.70%) Bayesian Methods
15 49 (18.22%) MPhil
15 49 (18.22%) Distributed Algorithms
16 47 (17.47%) Big Data
17 44 (16.36%) Degree
17 44 (16.36%) TensorFlow
18 40 (14.87%) Physics
19 39 (14.50%) Biology
19 39 (14.50%) Amazon AWS
19 39 (14.50%) Agile Software Development
19 39 (14.50%) DevOps
19 39 (14.50%) Probabilistic Modelling
19 39 (14.50%) Computational Linguistics
19 39 (14.50%) Computational Biology
20 34 (12.64%) Computer Science

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 (4.09%) Apache Spark
2 9 (3.35%) nginx
3 5 (1.86%) Apache
4 4 (1.49%) SharePoint
5 2 (0.74%) MS Project Server
6 1 (0.37%) Elasticsearch
Applications
1 12 (4.46%) Microsoft PowerPoint
2 8 (2.97%) RoboHelp
3 7 (2.60%) HipChat
4 4 (1.49%) Microsoft Project
Cloud Services
1 39 (14.50%) Amazon AWS
2 14 (5.20%) Cloud Computing
3 11 (4.09%) Microsoft Azure
4 7 (2.60%) Dropbox
5 5 (1.86%) Google Cloud Platform
6 4 (1.49%) Office 365
Communications & Networking
1 20 (7.43%) WebEx
2 5 (1.86%) Internet
3 4 (1.49%) Firewall
4 2 (0.74%) SMS
Database & Business Intelligence
1 47 (17.47%) Big Data
2 11 (4.09%) Relational Database
3 9 (3.35%) MySQL
4 8 (2.97%) PostgreSQL
5 7 (2.60%) Hadoop
6 6 (2.23%) NoSQL
7 4 (1.49%) Blockchain
8 1 (0.37%) Neo4j
Development Applications
1 29 (10.78%) Git (software)
2 13 (4.83%) Jenkins
3 9 (3.35%) JMeter
3 9 (3.35%) Mercurial
4 8 (2.97%) SoapUI
5 6 (2.23%) Selenium
6 5 (1.86%) JIRA
7 1 (0.37%) Clang
7 1 (0.37%) CMake
7 1 (0.37%) GCC
7 1 (0.37%) Protractor
7 1 (0.37%) Travis CI
General
1 32 (11.90%) Games
2 27 (10.04%) Finance
3 15 (5.58%) Publishing
4 7 (2.60%) Multimedia
5 5 (1.86%) Law
6 1 (0.37%) Automotive
6 1 (0.37%) Electronics
6 1 (0.37%) Telecoms
Job Titles
1 62 (23.05%) Developer
2 57 (21.19%) Software Engineer
3 56 (20.82%) Machine Learning Engineer
4 42 (15.61%) Graduate
5 41 (15.24%) Linux Engineer
6 28 (10.41%) Python Engineer
7 26 (9.67%) Software Developer
8 24 (8.92%) C++ Software Engineer
9 20 (7.43%) Graduate Software Engineer
9 20 (7.43%) Technical Trainer
9 20 (7.43%) Trainer
10 19 (7.06%) C++ Developer
11 17 (6.32%) Cloud Engineer
11 17 (6.32%) Developer/Software Engineer
11 17 (6.32%) Systems Engineer
12 15 (5.58%) Linux Systems Engineer
13 14 (5.20%) Research Engineer
14 13 (4.83%) DevOps Engineer
15 12 (4.46%) Integration Engineer
15 12 (4.46%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 67 (24.91%) Natural Language Processing
2 44 (16.36%) TensorFlow
3 24 (8.92%) Web Services
4 16 (5.95%) RESTful
5 14 (5.20%) STL
6 12 (4.46%) SOAP
7 11 (4.09%) Node.js
8 10 (3.72%) .NET
9 9 (3.35%) Google Maps API
9 9 (3.35%) OAuth
9 9 (3.35%) OAuth2
10 8 (2.97%) AngularJS
10 8 (2.97%) React
11 7 (2.60%) Keras
11 7 (2.60%) LAMP
11 7 (2.60%) LEMP Stack
11 7 (2.60%) RabbitMQ
12 5 (1.86%) Caffe
12 5 (1.86%) HTML
12 5 (1.86%) REST
Miscellaneous
1 68 (25.28%) Algorithms
2 34 (12.64%) Computer Science
3 30 (11.15%) User Experience
4 28 (10.41%) Fintech
5 26 (9.67%) Smart City
6 19 (7.06%) Robotics
7 16 (5.95%) Enterprise Software
8 13 (4.83%) Analytical Skills
9 10 (3.72%) Linux Command Line
10 9 (3.35%) Data Structures
10 9 (3.35%) Greenfield Project
10 9 (3.35%) Mobile App
11 8 (2.97%) Grid Computing
12 7 (2.60%) Digital Media
13 4 (1.49%) Augmented Reality
14 2 (0.74%) Analytical Mindset
15 1 (0.37%) Private Cloud
15 1 (0.37%) Public Cloud
15 1 (0.37%) Self-Motivation
15 1 (0.37%) Smart Home
Operating Systems
1 121 (44.98%) Linux
2 11 (4.09%) Windows
3 9 (3.35%) Apple iOS
4 8 (2.97%) Mac OS
5 7 (2.60%) Debian
6 5 (1.86%) Robot Operating System
7 4 (1.49%) Embedded Linux
7 4 (1.49%) Unix
Processes & Methodologies
1 214 (79.55%) Machine Learning
2 93 (34.57%) Software Engineering
3 74 (27.51%) Mathematics
4 57 (21.19%) Reinforcement Learning
5 55 (20.45%) Deep Learning
6 53 (19.70%) Bayesian Methods
6 53 (19.70%) Multithreading
7 49 (18.22%) Distributed Algorithms
8 40 (14.87%) Physics
9 39 (14.50%) Agile Software Development
9 39 (14.50%) Biology
9 39 (14.50%) Computational Biology
9 39 (14.50%) Computational Linguistics
9 39 (14.50%) DevOps
9 39 (14.50%) Probabilistic Modelling
10 31 (11.52%) Decision-Making
11 27 (10.04%) OO
12 26 (9.67%) Markov Model
13 25 (9.29%) Neural Network
13 25 (9.29%) Scrum
Programming Languages
1 142 (52.79%) Python
2 125 (46.47%) Java
3 110 (40.89%) C++
4 78 (29.00%) C
5 62 (23.05%) C#
6 24 (8.92%) JavaScript
7 18 (6.69%) PHP
8 9 (3.35%) Apple Swift
8 9 (3.35%) Objective-C
9 8 (2.97%) SQL
10 7 (2.60%) Erlang
10 7 (2.60%) Go
10 7 (2.60%) Haskell
11 5 (1.86%) MATLAB
12 4 (1.49%) Bash Shell
13 3 (1.12%) R
13 3 (1.12%) TypeScript
14 2 (0.74%) Kotlin
Qualifications
1 110 (40.89%) PhD
2 49 (18.22%) MPhil
3 44 (16.36%) Degree
4 13 (4.83%) Computer Science Degree
5 8 (2.97%) Numerate Degree
6 2 (0.74%) PMP
Quality Assurance & Compliance
1 17 (6.32%) QA
System Software
1 14 (5.20%) Docker
2 7 (2.60%) VMware Infrastructure
2 7 (2.60%) VMware Workstation
3 4 (1.49%) Active Directory
3 4 (1.49%) Hyper-V
4 3 (1.12%) Virtual Machines
Systems Management
1 31 (11.52%) Ansible
2 26 (9.67%) Puppet
3 19 (7.06%) Opscode Chef
4 14 (5.20%) Kubernetes
5 5 (1.86%) Docker Swarm
5 5 (1.86%) Prometheus
Vendors
1 18 (6.69%) Cisco
1 18 (6.69%) HP
1 18 (6.69%) Juniper
2 15 (5.58%) Google
3 10 (3.72%) Microsoft
4 9 (3.35%) Mapbox
5 7 (2.60%) Perforce
5 7 (2.60%) VMware
6 5 (1.86%) Splunk
7 1 (0.37%) Apple