Period
to 18 November 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 18 November 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Cambridgeshire > Cambridge
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 21 37 113
Rank change year-on-year +16 +76 -
Permanent jobs citing Artificial Intelligence 231 254 34
As % of all permanent IT jobs advertised in Cambridge 11.30% 8.37% 1.49%
As % of the Processes & Methodologies category 12.11% 8.88% 1.64%
Number of salaries quoted 175 199 30
Cambridge median annual salary £57,500 £62,500 £62,500
Median salary % change year-on-year -8.00% - -
10th Percentile £26,250 £29,750 £23,400
90th Percentile £83,750 £85,000 £77,500
Cambridgeshire median annual salary £57,500 £62,500 £62,500
% change year-on-year -8.00% - -

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 1,908 2,859 2,070
As % of all permanent IT jobs advertised in Cambridge 93.35% 94.20% 90.67%
Number of salaries quoted 1,496 2,179 1,701
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

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 November 2018.

Salary histogram for Artificial Intelligence in Cambridge

For the 6 months to 18 November 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.

1 188 (81.39%) Machine Learning
2 123 (53.25%) Python
3 107 (46.32%) Linux
3 107 (46.32%) Java
4 102 (44.16%) C++
5 73 (31.60%) PhD
6 71 (30.74%) Software Engineering
7 68 (29.44%) Mathematics
8 66 (28.57%) C
9 59 (25.54%) Reinforcement Learning
10 57 (24.68%) Deep Learning
11 52 (22.51%) Multithreading
11 52 (22.51%) Algorithms
12 51 (22.08%) Natural Language Processing
12 51 (22.08%) C#
13 47 (20.35%) Bayesian Methods
14 44 (19.05%) Big Data
14 44 (19.05%) Degree
15 43 (18.61%) TensorFlow
16 40 (17.32%) Distributed Algorithms
17 39 (16.88%) Computer Science
18 37 (16.02%) Amazon AWS
18 37 (16.02%) Agile Software Development
18 37 (16.02%) MPhil
19 36 (15.58%) Probabilistic Modelling
19 36 (15.58%) Computational Linguistics
19 36 (15.58%) Computational Biology
19 36 (15.58%) Finance
19 36 (15.58%) Biology
20 33 (14.29%) DevOps

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 (2.60%) Apache Spark
2 5 (2.16%) Apache
2 5 (2.16%) Elasticsearch
3 4 (1.73%) nginx
4 2 (0.87%) MS Exchange
4 2 (0.87%) SharePoint
5 1 (0.43%) MS Project Server
Applications
1 17 (7.36%) Microsoft PowerPoint
2 8 (3.46%) RoboHelp
3 2 (0.87%) Microsoft Project
Cloud Services
1 37 (16.02%) Amazon AWS
2 14 (6.06%) Cloud Computing
3 13 (5.63%) Microsoft Azure
4 6 (2.60%) Google Cloud Platform
Communications & Networking
1 25 (10.82%) WebEx
2 3 (1.30%) Firewall
3 1 (0.43%) DHCP
3 1 (0.43%) DNS
3 1 (0.43%) Internet
3 1 (0.43%) SMS
3 1 (0.43%) TCP/IP
Database & Business Intelligence
1 44 (19.05%) Big Data
2 12 (5.19%) Blockchain
3 8 (3.46%) NoSQL
4 6 (2.60%) Hadoop
5 5 (2.16%) MySQL
6 4 (1.73%) PostgreSQL
6 4 (1.73%) Relational Database
7 3 (1.30%) Neo4j
Development Applications
1 17 (7.36%) Git (software)
2 15 (6.49%) Jenkins
3 10 (4.33%) JMeter
4 9 (3.90%) SoapUI
5 6 (2.60%) JIRA
5 6 (2.60%) Selenium
6 2 (0.87%) Eclipse
6 2 (0.87%) Maven
7 1 (0.43%) Clang
7 1 (0.43%) CMake
7 1 (0.43%) GCC
7 1 (0.43%) Protractor
7 1 (0.43%) Travis CI
General
1 36 (15.58%) Finance
2 27 (11.69%) Games
3 15 (6.49%) Publishing
4 5 (2.16%) Law
5 3 (1.30%) Manufacturing
6 1 (0.43%) Automotive
6 1 (0.43%) Electronics
6 1 (0.43%) Telecoms
Job Titles
1 56 (24.24%) Developer
2 46 (19.91%) Software Engineer
3 33 (14.29%) Machine Learning Engineer
4 31 (13.42%) Linux Engineer
5 29 (12.55%) Graduate
6 25 (10.82%) Technical Trainer
6 25 (10.82%) Trainer
7 22 (9.52%) Software Developer
8 20 (8.66%) Python Engineer
9 19 (8.23%) Developer/Software Engineer
10 18 (7.79%) DevOps Engineer
11 17 (7.36%) C++ Developer
11 17 (7.36%) Research Engineer
12 15 (6.49%) Python Developer
13 14 (6.06%) Integration Engineer
14 13 (5.63%) C++ Software Engineer
15 12 (5.19%) Cloud Engineer
16 11 (4.76%) Graduate Software Engineer
16 11 (4.76%) Systems Engineer
17 10 (4.33%) Linux Scripter
Libraries, Frameworks & Software Standards
1 51 (22.08%) Natural Language Processing
2 43 (18.61%) TensorFlow
3 13 (5.63%) SOAP
3 13 (5.63%) STL
4 12 (5.19%) Web Services
5 9 (3.90%) HTML
6 8 (3.46%) AngularJS
6 8 (3.46%) Keras
6 8 (3.46%) React
7 7 (3.03%) Caffe
7 7 (3.03%) OpenCV
8 5 (2.16%) CSS
8 5 (2.16%) Django
8 5 (2.16%) Kafka
8 5 (2.16%) REST
8 5 (2.16%) RESTful
9 4 (1.73%) .NET
9 4 (1.73%) HTML5
10 3 (1.30%) Vue.js
11 2 (0.87%) Spring Boot
Miscellaneous
1 52 (22.51%) Algorithms
2 39 (16.88%) Computer Science
3 28 (12.12%) Fintech
4 26 (11.26%) Smart City
5 25 (10.82%) Robotics
6 11 (4.76%) Analytical Skills
7 10 (4.33%) User Experience
8 9 (3.90%) Enterprise Software
8 9 (3.90%) Grid Computing
9 8 (3.46%) Greenfield Project
10 5 (2.16%) Linux Command Line
11 4 (1.73%) Analytical Mindset
12 1 (0.43%) 3D Graphics
12 1 (0.43%) Embedded Systems
12 1 (0.43%) Self-Motivation
12 1 (0.43%) Smart Home
Operating Systems
1 107 (46.32%) Linux
2 5 (2.16%) Embedded Linux
2 5 (2.16%) Windows
3 3 (1.30%) Mac OS
3 3 (1.30%) Robot Operating System
3 3 (1.30%) Unix
4 2 (0.87%) CoreOS
4 2 (0.87%) Ubuntu
Processes & Methodologies
1 188 (81.39%) Machine Learning
2 71 (30.74%) Software Engineering
3 68 (29.44%) Mathematics
4 59 (25.54%) Reinforcement Learning
5 57 (24.68%) Deep Learning
6 52 (22.51%) Multithreading
7 47 (20.35%) Bayesian Methods
8 40 (17.32%) Distributed Algorithms
9 37 (16.02%) Agile Software Development
10 36 (15.58%) Biology
10 36 (15.58%) Computational Biology
10 36 (15.58%) Computational Linguistics
10 36 (15.58%) Probabilistic Modelling
11 33 (14.29%) DevOps
12 30 (12.99%) Markov Model
13 29 (12.55%) Decision-Making
14 21 (9.09%) Physics
15 20 (8.66%) Neural Network
16 17 (7.36%) Continuous Integration
17 14 (6.06%) Scrum
Programming Languages
1 123 (53.25%) Python
2 107 (46.32%) Java
3 102 (44.16%) C++
4 66 (28.57%) C
5 51 (22.08%) C#
6 15 (6.49%) JavaScript
7 10 (4.33%) SQL
8 8 (3.46%) Bash Shell
8 8 (3.46%) Julia
9 5 (2.16%) PHP
10 4 (1.73%) Kotlin
11 3 (1.30%) R
11 3 (1.30%) Rust
11 3 (1.30%) Scala
11 3 (1.30%) TypeScript
12 2 (0.87%) PowerShell
Qualifications
1 73 (31.60%) PhD
2 44 (19.05%) Degree
3 37 (16.02%) MPhil
4 17 (7.36%) Computer Science Degree
5 8 (3.46%) Numerate Degree
6 1 (0.43%) CCNA
6 1 (0.43%) CCNP
6 1 (0.43%) Cisco Certification
6 1 (0.43%) PMP
Quality Assurance & Compliance
1 20 (8.66%) QA
System Software
1 19 (8.23%) Docker
2 13 (5.63%) Virtual Machines
3 2 (0.87%) Active Directory
Systems Management
1 29 (12.55%) Ansible
2 24 (10.39%) Puppet
3 15 (6.49%) Opscode Chef
4 11 (4.76%) Kubernetes
5 6 (2.60%) Docker Swarm
5 6 (2.60%) Prometheus
6 2 (0.87%) Terraform
Vendors
1 14 (6.06%) Cisco
2 13 (5.63%) HP
2 13 (5.63%) Juniper
3 10 (4.33%) Microsoft
4 8 (3.46%) Google
5 6 (2.60%) Splunk
6 1 (0.43%) Apple