Period
to 13 November 2018

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

Artificial Intelligence (AI)
East of England > Cambridgeshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 32 45 143
Rank change year-on-year +13 +98 -
Permanent jobs citing Artificial Intelligence 241 264 33
As % of all permanent IT jobs advertised in Cambridgeshire 7.48% 6.42% 0.95%
As % of the Processes & Methodologies category 8.11% 6.89% 1.06%
Number of salaries quoted 181 213 30
Cambridgeshire 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
East of England median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +18.18%

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 2,970 3,832 3,110
As % of all permanent IT jobs advertised in Cambridgeshire 92.15% 93.17% 89.27%
Number of salaries quoted 2,119 2,934 2,553
Cambridgeshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £71,250 £71,250 £66,250
East of England median annual salary £47,500 £45,250 £45,000
% change year-on-year +4.97% +0.56% -

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 13 November 2018.

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 13 November 2018. 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 +16 239 £57,500 -8.00% 62
Peterborough -36 2 £60,000 +2.56%
Artificial Intelligence
East of England

For the 6 months to 13 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 Cambridgeshire region with a requirement for Artificial Intelligence.

1 197 (81.74%) Machine Learning
2 128 (53.11%) Python
3 110 (45.64%) Linux
3 110 (45.64%) Java
4 106 (43.98%) C++
5 82 (34.02%) PhD
6 75 (31.12%) Software Engineering
6 75 (31.12%) Mathematics
7 70 (29.05%) C
8 61 (25.31%) Reinforcement Learning
9 59 (24.48%) Deep Learning
10 56 (23.24%) Algorithms
11 55 (22.82%) C#
12 54 (22.41%) Multithreading
13 53 (21.99%) Natural Language Processing
14 50 (20.75%) Bayesian Methods
15 47 (19.50%) Degree
16 45 (18.67%) Big Data
16 45 (18.67%) TensorFlow
17 43 (17.84%) Distributed Algorithms
18 41 (17.01%) Computer Science
19 40 (16.60%) MPhil
20 38 (15.77%) Computational Linguistics
20 38 (15.77%) Computational Biology
20 38 (15.77%) Probabilistic Modelling
20 38 (15.77%) Biology
20 38 (15.77%) Amazon AWS
21 37 (15.35%) Agile Software Development
22 35 (14.52%) Finance
23 33 (13.69%) DevOps

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 7 (2.90%) Apache Spark
2 5 (2.07%) Apache
2 5 (2.07%) Elasticsearch
3 4 (1.66%) nginx
4 2 (0.83%) MS Exchange
4 2 (0.83%) SharePoint
5 1 (0.41%) MS Project Server
Applications
1 16 (6.64%) Microsoft PowerPoint
2 8 (3.32%) RoboHelp
3 2 (0.83%) Microsoft Project
Cloud Services
1 38 (15.77%) Amazon AWS
2 14 (5.81%) Cloud Computing
2 14 (5.81%) Microsoft Azure
3 6 (2.49%) Google Cloud Platform
4 1 (0.41%) Office 365
Communications & Networking
1 24 (9.96%) WebEx
2 3 (1.24%) Firewall
3 1 (0.41%) DHCP
3 1 (0.41%) DNS
3 1 (0.41%) Internet
3 1 (0.41%) SMS
3 1 (0.41%) TCP/IP
Database & Business Intelligence
1 45 (18.67%) Big Data
2 11 (4.56%) Blockchain
3 7 (2.90%) NoSQL
4 6 (2.49%) Hadoop
5 5 (2.07%) MySQL
6 4 (1.66%) PostgreSQL
7 3 (1.24%) Neo4j
7 3 (1.24%) Relational Database
8 1 (0.41%) Data Lake
8 1 (0.41%) HDInsight
Development Applications
1 17 (7.05%) Git (software)
2 15 (6.22%) Jenkins
3 10 (4.15%) JMeter
4 9 (3.73%) SoapUI
5 6 (2.49%) JIRA
5 6 (2.49%) Selenium
6 2 (0.83%) Eclipse
6 2 (0.83%) Maven
7 1 (0.41%) Clang
7 1 (0.41%) CMake
7 1 (0.41%) GCC
7 1 (0.41%) Protractor
7 1 (0.41%) Travis CI
General
1 35 (14.52%) Finance
2 29 (12.03%) Games
3 15 (6.22%) Publishing
4 5 (2.07%) Law
5 3 (1.24%) Manufacturing
6 1 (0.41%) Advertising
6 1 (0.41%) Automotive
6 1 (0.41%) Electronics
6 1 (0.41%) Telecoms
Job Titles
1 56 (23.24%) Developer
2 48 (19.92%) Software Engineer
3 35 (14.52%) Machine Learning Engineer
4 33 (13.69%) Graduate
4 33 (13.69%) Linux Engineer
5 24 (9.96%) Technical Trainer
5 24 (9.96%) Trainer
6 23 (9.54%) Software Developer
7 19 (7.88%) Developer/Software Engineer
7 19 (7.88%) Python Engineer
8 18 (7.47%) DevOps Engineer
8 18 (7.47%) Research Engineer
9 16 (6.64%) C++ Developer
10 14 (5.81%) C++ Software Engineer
10 14 (5.81%) Cloud Engineer
10 14 (5.81%) Integration Engineer
10 14 (5.81%) Python Developer
11 13 (5.39%) Graduate Software Engineer
12 11 (4.56%) Mathematical Developer
12 11 (4.56%) Systems Engineer
Libraries, Frameworks & Software Standards
1 53 (21.99%) Natural Language Processing
2 45 (18.67%) TensorFlow
3 13 (5.39%) STL
4 12 (4.98%) SOAP
5 11 (4.56%) Web Services
6 9 (3.73%) HTML
7 8 (3.32%) Keras
8 7 (2.90%) AngularJS
8 7 (2.90%) Caffe
8 7 (2.90%) OpenCV
8 7 (2.90%) React
9 6 (2.49%) .NET
10 5 (2.07%) CSS
10 5 (2.07%) Kafka
10 5 (2.07%) RESTful
11 4 (1.66%) Django
11 4 (1.66%) HTML5
11 4 (1.66%) REST
12 3 (1.24%) Vue.js
13 2 (0.83%) Spring Boot
Miscellaneous
1 56 (23.24%) Algorithms
2 41 (17.01%) Computer Science
3 28 (11.62%) Fintech
3 28 (11.62%) Smart City
4 27 (11.20%) Robotics
5 14 (5.81%) Analytical Skills
6 12 (4.98%) User Experience
7 9 (3.73%) Enterprise Software
7 9 (3.73%) Grid Computing
8 8 (3.32%) Greenfield Project
9 7 (2.90%) Linux Command Line
10 4 (1.66%) Analytical Mindset
11 1 (0.41%) 3D Graphics
11 1 (0.41%) Embedded Systems
11 1 (0.41%) Self-Motivation
11 1 (0.41%) Smart Home
Operating Systems
1 110 (45.64%) Linux
2 6 (2.49%) Windows
3 5 (2.07%) Embedded Linux
4 4 (1.66%) Robot Operating System
5 3 (1.24%) Mac OS
5 3 (1.24%) Unix
6 2 (0.83%) CoreOS
6 2 (0.83%) Ubuntu
Processes & Methodologies
1 197 (81.74%) Machine Learning
2 75 (31.12%) Mathematics
2 75 (31.12%) Software Engineering
3 61 (25.31%) Reinforcement Learning
4 59 (24.48%) Deep Learning
5 54 (22.41%) Multithreading
6 50 (20.75%) Bayesian Methods
7 43 (17.84%) Distributed Algorithms
8 38 (15.77%) Biology
8 38 (15.77%) Computational Biology
8 38 (15.77%) Computational Linguistics
8 38 (15.77%) Probabilistic Modelling
9 37 (15.35%) Agile Software Development
10 33 (13.69%) DevOps
11 31 (12.86%) Decision-Making
12 30 (12.45%) Markov Model
13 26 (10.79%) Physics
14 21 (8.71%) Neural Network
15 17 (7.05%) Continuous Integration
16 15 (6.22%) OOP
Programming Languages
1 128 (53.11%) Python
2 110 (45.64%) Java
3 106 (43.98%) C++
4 70 (29.05%) C
5 55 (22.82%) C#
6 15 (6.22%) JavaScript
7 11 (4.56%) SQL
8 8 (3.32%) Bash Shell
8 8 (3.32%) Julia
9 6 (2.49%) PHP
10 4 (1.66%) Kotlin
10 4 (1.66%) R
11 3 (1.24%) Rust
11 3 (1.24%) Scala
11 3 (1.24%) TypeScript
12 2 (0.83%) PowerShell
Qualifications
1 82 (34.02%) PhD
2 47 (19.50%) Degree
3 40 (16.60%) MPhil
4 18 (7.47%) Computer Science Degree
5 9 (3.73%) Numerate Degree
6 1 (0.41%) CCNA
6 1 (0.41%) CCNP
6 1 (0.41%) Cisco Certification
6 1 (0.41%) PMP
Quality Assurance & Compliance
1 20 (8.30%) QA
System Software
1 19 (7.88%) Docker
2 12 (4.98%) Virtual Machines
3 3 (1.24%) Active Directory
4 1 (0.41%) Hyper-V
Systems Management
1 29 (12.03%) Ansible
2 24 (9.96%) Puppet
3 15 (6.22%) Opscode Chef
4 11 (4.56%) Kubernetes
5 6 (2.49%) Docker Swarm
5 6 (2.49%) Prometheus
6 2 (0.83%) Terraform
Vendors
1 14 (5.81%) Cisco
2 13 (5.39%) HP
2 13 (5.39%) Juniper
3 11 (4.56%) Microsoft
4 8 (3.32%) Google
5 6 (2.49%) Splunk
6 1 (0.41%) Apple