Period
to 16 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 16 September 2019 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
East of England > Cambridgeshire
6 months to
16 Sep 2019
Same period 2018 Same period 2017
Rank 59 29 53
Rank change year-on-year -30 +24 +117
Permanent jobs citing Artificial Intelligence 101 281 215
As % of all permanent IT jobs advertised in Cambridgeshire 4.44% 7.48% 5.80%
As % of the Processes & Methodologies category 4.77% 8.07% 6.32%
Number of salaries quoted 81 207 174
Cambridgeshire median annual salary £55,000 £57,500 £62,500
Median salary % change year-on-year -4.35% -8.00% -7.41%
10th Percentile £33,750 £26,250 £26,750
90th Percentile £80,000 £76,250 £90,000
East of England median annual salary £51,871 £57,500 £62,500
% change year-on-year -9.79% -8.00% -5.66%

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,116 3,482 3,400
As % of all permanent IT jobs advertised in Cambridgeshire 92.93% 92.71% 91.79%
Number of salaries quoted 1,402 2,218 2,620
Cambridgeshire median annual salary £48,500 £46,500 £45,000
Median salary % change year-on-year +4.30% +3.33% -
10th Percentile £29,000 £26,750 £26,975
90th Percentile £71,125 £70,000 £68,750
East of England median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

Artificial Intelligence
Job Vacancy Trend in Cambridgeshire

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Artificial Intelligence in Cambridgeshire

Artificial Intelligence
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artificial Intelligence in Cambridgeshire.

Salary trend for Artificial Intelligence in Cambridgeshire

Artificial Intelligence
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Artificial Intelligence in Cambridgeshire over the 6 months to 16 September 2019.

Salary histogram for Artificial Intelligence in Cambridgeshire

Artificial Intelligence
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Cambridgeshire region over the 6 months to 16 September 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -22 96 £55,000 -4.35% 46
Peterborough +43 3 £33,000 -51.11%
Artificial Intelligence
East of England

For the 6 months to 16 September 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 Cambridgeshire region with a requirement for Artificial Intelligence.

1 55 (54.46%) Machine Learning
2 53 (52.48%) Python
3 38 (37.62%) Degree
4 35 (34.65%) C++
4 35 (34.65%) Java
5 29 (28.71%) Linux
6 21 (20.79%) Software Engineering
7 20 (19.80%) Agile Software Development
7 20 (19.80%) Computer Science
7 20 (19.80%) Cybersecurity
8 17 (16.83%) Windows
9 16 (15.84%) C#
10 15 (14.85%) Test Automation
10 15 (14.85%) AWS
11 13 (12.87%) QA
11 13 (12.87%) DevOps
12 12 (11.88%) Analytics
12 12 (11.88%) Scrum
13 11 (10.89%) SQL
13 11 (10.89%) Data Security
14 10 (9.90%) Games
14 10 (9.90%) Big Data
14 10 (9.90%) Ansible
14 10 (9.90%) Kubernetes
15 9 (8.91%) Jenkins
15 9 (8.91%) Computer Science Degree
16 8 (7.92%) User Experience
16 8 (7.92%) Continuous Integration
16 8 (7.92%) Mathematics
16 8 (7.92%) Smartphone

Artificial Intelligence
Co-occurring IT Skills in Cambridgeshire 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 3 (2.97%) MS Exchange
1 3 (2.97%) Smallworld
Applications
1 2 (1.98%) Microsoft PowerPoint
2 1 (0.99%) Chatbot
Business Applications
1 2 (1.98%) Oracle EBS
Cloud Services
1 15 (14.85%) AWS
2 7 (6.93%) Cloud Computing
3 5 (4.95%) Azure
4 4 (3.96%) SaaS
5 2 (1.98%) AWS CloudFormation
5 2 (1.98%) GCP
5 2 (1.98%) IaaS
5 2 (1.98%) PaaS
5 2 (1.98%) Power Platform
6 1 (0.99%) Amazon CloudWatch
6 1 (0.99%) Amazon EC2
6 1 (0.99%) Amazon ECS
6 1 (0.99%) Amazon S3
6 1 (0.99%) AWS Lambda
6 1 (0.99%) CloudFront
6 1 (0.99%) GitHub
6 1 (0.99%) Serverless
Communications & Networking
1 6 (5.94%) Firewall
2 3 (2.97%) LAN
2 3 (2.97%) WAN
3 2 (1.98%) Internet
3 2 (1.98%) WebEx
4 1 (0.99%) Intrusion Detection
Database & Business Intelligence
1 10 (9.90%) Big Data
2 4 (3.96%) BusinessObjects Business Intelligence
2 4 (3.96%) Data Warehouse
3 3 (2.97%) GIS
3 3 (2.97%) Text Mining
4 2 (1.98%) Hadoop
4 2 (1.98%) Power BI
4 2 (1.98%) SQL Server
4 2 (1.98%) SQL Server Analysis Services
4 2 (1.98%) SQL Server Integration Services
4 2 (1.98%) SQL Server Reporting Services
5 1 (0.99%) Amazon RDS
5 1 (0.99%) Data Mining
Development Applications
1 9 (8.91%) Jenkins
2 6 (5.94%) Visual Studio
2 6 (5.94%) WiX
3 3 (2.97%) Git (software)
4 2 (1.98%) Clang
5 1 (0.99%) JIRA
General
1 10 (9.90%) Games
2 4 (3.96%) Automotive
2 4 (3.96%) Finance
3 3 (2.97%) Aerospace
3 3 (2.97%) Pharmaceutical
4 2 (1.98%) Advertising
5 1 (0.99%) Publishing
5 1 (0.99%) Retail
5 1 (0.99%) Social Science
Job Titles
1 29 (28.71%) Developer
2 12 (11.88%) C++ Developer
3 8 (7.92%) Software Engineer
4 7 (6.93%) Automation Tester
4 7 (6.93%) Python Developer
4 7 (6.93%) Python Engineer
4 7 (6.93%) QA Automation Tester
4 7 (6.93%) QA Tester
4 7 (6.93%) Senior Automation Tester
4 7 (6.93%) Senior QA Tester
4 7 (6.93%) Senior Tester
4 7 (6.93%) Software Test Engineer
4 7 (6.93%) Test Engineer
4 7 (6.93%) Tester
5 6 (5.94%) Python Software Engineer
5 6 (5.94%) QA Automation Engineer
5 6 (5.94%) QA Software Engineer
5 6 (5.94%) QA Test Engineer
5 6 (5.94%) Software QA Engineer
5 6 (5.94%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 5 (4.95%) React
2 4 (3.96%) CSS
2 4 (3.96%) HTML
2 4 (3.96%) Natural Language Processing
2 4 (3.96%) TensorFlow
2 4 (3.96%) Web Services
3 3 (2.97%) Node.js
3 3 (2.97%) WebGL
4 2 (1.98%) AngularJS
4 2 (1.98%) JSON
4 2 (1.98%) LLVM
4 2 (1.98%) RESTful
4 2 (1.98%) Vue.js
4 2 (1.98%) XML
5 1 (0.99%) .NET
5 1 (0.99%) Angular 2
5 1 (0.99%) Caffe
5 1 (0.99%) Keras
5 1 (0.99%) NumPy
5 1 (0.99%) Pandas
Miscellaneous
1 8 (7.92%) Smartphone
1 8 (7.92%) User Experience
2 6 (5.94%) Algorithms
2 6 (5.94%) Cyberthreat
2 6 (5.94%) Enterprise Software
3 5 (4.95%) Cyberattack
3 5 (4.95%) Life Science
3 5 (4.95%) Mobile Computing
4 4 (3.96%) Smart City
5 3 (2.97%) Cyber Defence
5 3 (2.97%) Driving Licence
6 2 (1.98%) Augmented Reality
6 2 (1.98%) Data Centre
6 2 (1.98%) Field-Programmable Gate Array
6 2 (1.98%) Internet of Things
7 1 (0.99%) CUDA
7 1 (0.99%) e-Learning
7 1 (0.99%) Learning Management System
7 1 (0.99%) Mobile App
7 1 (0.99%) Online Games
Operating Systems
1 29 (28.71%) Linux
2 17 (16.83%) Windows
3 7 (6.93%) Mac OS
4 3 (2.97%) Ubuntu
4 3 (2.97%) Windows 10
5 2 (1.98%) Unix
6 1 (0.99%) CentOS
6 1 (0.99%) Mac OS X
Processes & Methodologies
1 55 (54.46%) Machine Learning
2 21 (20.79%) Software Engineering
3 20 (19.80%) Agile Software Development
3 20 (19.80%) Computer Science
3 20 (19.80%) Cybersecurity
4 15 (14.85%) Test Automation
5 13 (12.87%) DevOps
6 12 (11.88%) Analytics
6 12 (11.88%) Scrum
7 11 (10.89%) Data Security
8 8 (7.92%) Continuous Integration
8 8 (7.92%) Mathematics
8 8 (7.92%) OOP
8 8 (7.92%) Software Testing
9 7 (6.93%) QA Automation
9 7 (6.93%) SDET
10 6 (5.94%) Kalman Filter
10 6 (5.94%) Mentoring
10 6 (5.94%) Multithreading
10 6 (5.94%) Problem-Solving
Programming Languages
1 53 (52.48%) Python
2 35 (34.65%) C++
2 35 (34.65%) Java
3 16 (15.84%) C#
4 11 (10.89%) SQL
5 7 (6.93%) JavaScript
6 6 (5.94%) VC++
7 4 (3.96%) Bash Shell
8 3 (2.97%) C
8 3 (2.97%) TypeScript
9 2 (1.98%) Clojure
9 2 (1.98%) R
9 2 (1.98%) Scala
10 1 (0.99%) ES6
10 1 (0.99%) Go
10 1 (0.99%) Java 8
10 1 (0.99%) Julia
10 1 (0.99%) Lua
10 1 (0.99%) Perl
10 1 (0.99%) Tcl
Qualifications
1 38 (37.62%) Degree
2 9 (8.91%) Computer Science Degree
3 7 (6.93%) PhD
4 2 (1.98%) ITIL Certification
4 2 (1.98%) Postgraduate
5 1 (0.99%) AWS Certification
5 1 (0.99%) Numerate Degree
Quality Assurance & Compliance
1 13 (12.87%) QA
2 3 (2.97%) Data Quality
2 3 (2.97%) HIPAA
2 3 (2.97%) ISO/IEC 27001
System Software
1 6 (5.94%) Docker
2 5 (4.95%) Firmware
3 3 (2.97%) Active Directory
3 3 (2.97%) KVM
Systems Management
1 10 (9.90%) Ansible
1 10 (9.90%) Kubernetes
2 4 (3.96%) Puppet
3 2 (1.98%) Opscode Chef
4 1 (0.99%) Docker Swarm
4 1 (0.99%) Istio
4 1 (0.99%) Prometheus
4 1 (0.99%) Terraform
Vendors
1 6 (5.94%) SAP
2 5 (4.95%) Juniper
2 5 (4.95%) Microsoft
3 2 (1.98%) Cisco
3 2 (1.98%) Cognizant
3 2 (1.98%) HP
3 2 (1.98%) Oracle
4 1 (0.99%) Adobe
4 1 (0.99%) Rakuten
4 1 (0.99%) Splunk