Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Cambridgeshire > Cambridge
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 20 36 101
Rank change year-on-year +16 +65 +60
Permanent jobs citing Artificial Intelligence 236 262 51
As % of all permanent IT jobs advertised in Cambridge 11.51% 8.34% 2.30%
As % of the Processes & Methodologies category 12.32% 8.78% 2.50%
Number of salaries quoted 158 208 45
Cambridge median annual salary £60,000 £60,000 £65,000
Median salary % change year-on-year - -7.69% -
10th Percentile £32,375 £30,000 £26,250
90th Percentile £83,750 £85,000 £77,500
Cambridgeshire median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% -

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 1,916 2,984 2,041
As % of all permanent IT jobs advertised in Cambridge 93.46% 94.97% 92.02%
Number of salaries quoted 1,427 2,201 1,729
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £31,250 £29,750 £26,250
90th Percentile £72,500 £71,250 £67,500
Cambridgeshire median annual salary £47,500 £49,000 £45,000
% change year-on-year -3.06% +8.89% +3.15%

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 18 January 2019.

Salary histogram for Artificial Intelligence in Cambridge

For the 6 months to 18 January 2019, 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.

1 201 (85.17%) Machine Learning
2 115 (48.73%) Python
3 102 (43.22%) Linux
4 101 (42.80%) Java
5 85 (36.02%) C++
6 64 (27.12%) Mathematics
7 63 (26.69%) Software Engineering
8 59 (25.00%) C
9 54 (22.88%) PhD
10 49 (20.76%) Multithreading
11 48 (20.34%) Big Data
11 48 (20.34%) Reinforcement Learning
12 46 (19.49%) Algorithms
12 46 (19.49%) Finance
13 45 (19.07%) Deep Learning
14 44 (18.64%) Degree
14 44 (18.64%) Computer Science
15 42 (17.80%) Amazon AWS
15 42 (17.80%) C#
16 40 (16.95%) Natural Language Processing
17 39 (16.53%) Agile Software Development
18 34 (14.41%) Bayesian Methods
19 33 (13.98%) TensorFlow
20 32 (13.56%) Distributed Algorithms
20 32 (13.56%) Fintech
21 29 (12.29%) DevOps
21 29 (12.29%) WebEx
22 26 (11.02%) Biology
22 26 (11.02%) Computational Linguistics
22 26 (11.02%) Computational Biology

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 6 (2.54%) Elasticsearch
2 4 (1.69%) Apache
2 4 (1.69%) Apache Spark
2 4 (1.69%) nginx
3 2 (0.85%) MS Exchange
3 2 (0.85%) MS Project Server
3 2 (0.85%) SharePoint
4 1 (0.42%) JBoss
Applications
1 23 (9.75%) Microsoft PowerPoint
2 6 (2.54%) RoboHelp
3 2 (0.85%) Microsoft Project
4 1 (0.42%) Weka
Cloud Services
1 42 (17.80%) Amazon AWS
2 15 (6.36%) Microsoft Azure
3 14 (5.93%) Cloud Computing
4 7 (2.97%) Google Cloud Platform
5 5 (2.12%) SaaS
6 2 (0.85%) GitHub
Communications & Networking
1 29 (12.29%) WebEx
2 6 (2.54%) Firewall
3 1 (0.42%) DHCP
3 1 (0.42%) DNS
3 1 (0.42%) TCP/IP
3 1 (0.42%) Wireless
Database & Business Intelligence
1 48 (20.34%) Big Data
2 16 (6.78%) Blockchain
3 12 (5.08%) NoSQL
4 7 (2.97%) MySQL
5 5 (2.12%) Relational Database
6 4 (1.69%) Hadoop
6 4 (1.69%) PostgreSQL
7 3 (1.27%) MongoDB
7 3 (1.27%) Neo4j
8 1 (0.42%) Apache Cassandra
8 1 (0.42%) SQL Server
Development Applications
1 16 (6.78%) Git (software)
1 16 (6.78%) Jenkins
2 7 (2.97%) JMeter
3 6 (2.54%) SoapUI
4 5 (2.12%) Selenium
5 3 (1.27%) Eclipse
5 3 (1.27%) JIRA
5 3 (1.27%) Maven
6 1 (0.42%) Clang
6 1 (0.42%) CMake
6 1 (0.42%) GCC
6 1 (0.42%) Gradle
6 1 (0.42%) JUnit
6 1 (0.42%) Protractor
6 1 (0.42%) Travis CI
General
1 46 (19.49%) Finance
2 20 (8.47%) Games
3 16 (6.78%) Publishing
4 6 (2.54%) Manufacturing
5 4 (1.69%) Law
6 3 (1.27%) Banking
6 3 (1.27%) Legal
6 3 (1.27%) Spanish Language
7 2 (0.85%) Electronics
8 1 (0.42%) Automotive
8 1 (0.42%) Telecoms
Job Titles
1 66 (27.97%) Developer
2 46 (19.49%) Software Engineer
3 29 (12.29%) Technical Trainer
3 29 (12.29%) Trainer
4 26 (11.02%) Software Developer
5 24 (10.17%) Graduate
5 24 (10.17%) Machine Learning Engineer
6 22 (9.32%) Developer/Software Engineer
7 19 (8.05%) Linux Engineer
8 18 (7.63%) C++ Developer
8 18 (7.63%) Python Engineer
9 16 (6.78%) DevOps Engineer
10 14 (5.93%) Python Developer
11 12 (5.08%) Analyst
12 11 (4.66%) Research Engineer
13 10 (4.24%) Linux Scripter
13 10 (4.24%) Programmer
14 9 (3.81%) Machine Learning Researcher
14 9 (3.81%) Mathematical Developer
14 9 (3.81%) Test Engineer
Libraries, Frameworks & Software Standards
1 40 (16.95%) Natural Language Processing
2 33 (13.98%) TensorFlow
3 17 (7.20%) STL
4 15 (6.36%) React
5 14 (5.93%) AngularJS
6 12 (5.08%) SOAP
6 12 (5.08%) Web Services
7 10 (4.24%) CSS
7 10 (4.24%) HTML
8 9 (3.81%) Node.js
8 9 (3.81%) REST
9 6 (2.54%) Caffe
9 6 (2.54%) Django
9 6 (2.54%) Keras
9 6 (2.54%) OpenCV
9 6 (2.54%) Vue.js
10 4 (1.69%) Kafka
10 4 (1.69%) RESTful
11 3 (1.27%) .NET
11 3 (1.27%) HTML5
Miscellaneous
1 46 (19.49%) Algorithms
2 32 (13.56%) Fintech
3 23 (9.75%) Analytical Skills
4 22 (9.32%) Smart City
5 18 (7.63%) Robotics
6 9 (3.81%) Enterprise Software
7 7 (2.97%) Linux Command Line
8 6 (2.54%) Analytical Mindset
8 6 (2.54%) Greenfield Project
8 6 (2.54%) Grid Computing
9 3 (1.27%) Life Science
9 3 (1.27%) Management Information System
10 1 (0.42%) 3D Graphics
10 1 (0.42%) CUDA
10 1 (0.42%) Embedded Systems
10 1 (0.42%) Self-Motivation
Operating Systems
1 102 (43.22%) Linux
2 5 (2.12%) Embedded Linux
2 5 (2.12%) Windows
3 3 (1.27%) Mac OS
3 3 (1.27%) Unix
4 2 (0.85%) CoreOS
4 2 (0.85%) Ubuntu
5 1 (0.42%) Android
Processes & Methodologies
1 201 (85.17%) Machine Learning
2 64 (27.12%) Mathematics
3 63 (26.69%) Software Engineering
4 49 (20.76%) Multithreading
5 48 (20.34%) Reinforcement Learning
6 45 (19.07%) Deep Learning
7 44 (18.64%) Computer Science
8 39 (16.53%) Agile Software Development
9 34 (14.41%) Bayesian Methods
10 32 (13.56%) Distributed Algorithms
11 29 (12.29%) DevOps
12 26 (11.02%) Biology
12 26 (11.02%) Computational Biology
12 26 (11.02%) Computational Linguistics
12 26 (11.02%) Probabilistic Modelling
13 23 (9.75%) Markov Model
14 22 (9.32%) Decision-Making
15 20 (8.47%) Neural Network
16 17 (7.20%) Continuous Integration
17 16 (6.78%) Physics
Programming Languages
1 115 (48.73%) Python
2 101 (42.80%) Java
3 85 (36.02%) C++
4 59 (25.00%) C
5 42 (17.80%) C#
6 20 (8.47%) JavaScript
7 17 (7.20%) SQL
8 9 (3.81%) Bash Shell
9 8 (3.39%) Julia
10 6 (2.54%) Rust
10 6 (2.54%) Scala
11 5 (2.12%) Kotlin
11 5 (2.12%) PHP
12 3 (1.27%) R
13 2 (0.85%) PowerShell
13 2 (0.85%) TypeScript
14 1 (0.42%) Ruby
Qualifications
1 54 (22.88%) PhD
2 44 (18.64%) Degree
3 26 (11.02%) MPhil
4 17 (7.20%) Computer Science Degree
5 6 (2.54%) Numerate Degree
6 2 (0.85%) Master's Degree
6 2 (0.85%) PMP
7 1 (0.42%) CCNA
7 1 (0.42%) CCNP
7 1 (0.42%) Cisco Certification
Quality Assurance & Compliance
1 19 (8.05%) QA
System Software
1 19 (8.05%) Virtual Machines
2 16 (6.78%) Docker
3 2 (0.85%) Active Directory
Systems Management
1 24 (10.17%) Ansible
2 18 (7.63%) Puppet
3 11 (4.66%) Kubernetes
3 11 (4.66%) Opscode Chef
4 5 (2.12%) Docker Swarm
4 5 (2.12%) Prometheus
5 3 (1.27%) Terraform
Vendors
1 10 (4.24%) Cisco
2 9 (3.81%) HP
2 9 (3.81%) Juniper
2 9 (3.81%) Microsoft
3 8 (3.39%) Google
4 5 (2.12%) Splunk
5 2 (0.85%) Oracle
6 1 (0.42%) Apple
6 1 (0.42%) Tableau