Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
South West > Bristol
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 173 175 203
Rank change year-on-year +2 +28 -21
Permanent jobs citing Artificial Intelligence 32 6 1
As % of all permanent IT jobs advertised in Bristol 0.84% 0.19% 0.026%
As % of the Processes & Methodologies category 0.91% 0.21% 0.029%
Number of salaries quoted 26 6 1
Bristol median annual salary £46,250 £45,000 £25,000
Median salary % change year-on-year +2.78% +80.00% -37.50%
10th Percentile £31,250 £38,000 £22,500
90th Percentile £58,125 £52,500 £27,500
South West median annual salary £45,000 £45,000 £25,000
% change year-on-year - +80.00% -37.50%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3521 2885 3428
As % of all permanent IT jobs advertised in Bristol 91.91% 90.89% 90.50%
Number of salaries quoted 2907 2441 2955
Bristol median annual salary £45,000 £44,000 £42,000
Median salary % change year-on-year +2.27% +4.76% +5.00%
10th Percentile £26,250 £27,500 £26,750
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Artificial Intelligence
Job Vacancy Trend in Bristol

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

Job vacancy trend for Artificial Intelligence in Bristol

Artificial Intelligence
Salary Trend in Bristol

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

Salary trend for Artificial Intelligence in Bristol

Artificial Intelligence
Salary Histogram in Bristol

The salary distribution of IT jobs citing Artificial Intelligence in Bristol over the 6 months to 20 November 2017.

Salary histogram for Artificial Intelligence in Bristol

For the 6 months to 20 November 2017, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for Artificial Intelligence.

1 22 (68.75%) Software Engineering
2 20 (62.50%) C++
2 20 (62.50%) Machine Learning
3 19 (59.38%) Python
4 15 (46.88%) Java
4 15 (46.88%) Robotics
5 14 (43.75%) Git (software)
6 13 (40.63%) Computer Vision
7 12 (37.50%) Theano
7 12 (37.50%) Deep Learning
7 12 (37.50%) OpenCV
7 12 (37.50%) Scala
7 12 (37.50%) Neural Network
7 12 (37.50%) PhD
8 11 (34.38%) Linux
8 11 (34.38%) Games
8 11 (34.38%) DNN
8 11 (34.38%) Unity (Game Engine)
8 11 (34.38%) Reinforcement Learning
9 9 (28.13%) JavaScript
10 8 (25.00%) Degree
11 7 (21.88%) C
12 6 (18.75%) React
12 6 (18.75%) AngularJS
12 6 (18.75%) Analytics
12 6 (18.75%) Data Analytics
13 5 (15.63%) Finance
13 5 (15.63%) User Experience
14 4 (12.50%) ASP.NET Web API
14 4 (12.50%) RESTful

Artificial Intelligence
Co-occurring IT Skills in Bristol 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 (34.38%) DNN
2 1 (3.13%) Apache Spark
2 1 (3.13%) Elasticsearch
2 1 (3.13%) Umbraco
Applications
1 2 (6.25%) Adobe Illustrator
1 2 (6.25%) Photoshop
Cloud Services
1 4 (12.50%) Amazon AWS
1 4 (12.50%) Microsoft Azure
2 1 (3.13%) Cloud Computing
Database & Business Intelligence
1 4 (12.50%) MongoDB
2 3 (9.38%) Neo4j
2 3 (9.38%) SQL Server
3 1 (3.13%) Apache Cassandra
3 1 (3.13%) Big Data
3 1 (3.13%) Hadoop
3 1 (3.13%) PostgreSQL
3 1 (3.13%) RDBMS
3 1 (3.13%) Relational Database
Development Applications
1 14 (43.75%) Git (software)
2 2 (6.25%) Balsamiq Mockups
3 1 (3.13%) Gradle
3 1 (3.13%) Jenkins
General
1 11 (34.38%) Games
2 5 (15.63%) Finance
3 3 (9.38%) Marketing
4 1 (3.13%) Banking
4 1 (3.13%) Electronics
4 1 (3.13%) Manufacturing
4 1 (3.13%) Telecoms
Job Titles
1 15 (46.88%) Software Engineer
2 12 (37.50%) Developer
3 11 (34.38%) C++ Software Engineer
4 7 (21.88%) Computer Engineer
4 7 (21.88%) Computer Vision Engineer
4 7 (21.88%) Software Developer
5 6 (18.75%) C Software Engineer
5 6 (18.75%) C/C++ Software Engineer
5 6 (18.75%) Developer/Software Engineer
6 5 (15.63%) C++ Developer
6 5 (15.63%) C++ Software Developer
7 3 (9.38%) .NET Developer
8 2 (6.25%) Computer Vision Developer
8 2 (6.25%) Designer
8 2 (6.25%) Graduate
8 2 (6.25%) Graduate C++ Software Engineer
8 2 (6.25%) Graduate Software Engineer
8 2 (6.25%) Python Software Engineer
8 2 (6.25%) UI Designer
9 1 (3.13%) Analytics Developer
Libraries, Frameworks & Software Standards
1 12 (37.50%) OpenCV
1 12 (37.50%) Theano
2 11 (34.38%) Unity (Game Engine)
3 6 (18.75%) AngularJS
3 6 (18.75%) React
4 4 (12.50%) .NET
4 4 (12.50%) ASP.NET
4 4 (12.50%) ASP.NET Web API
4 4 (12.50%) RESTful
5 3 (9.38%) CSS
5 3 (9.38%) CSS3
5 3 (9.38%) Durandal
5 3 (9.38%) KnockoutJS
5 3 (9.38%) WCF
5 3 (9.38%) WinForms
6 2 (6.25%) HTML
6 2 (6.25%) HTML5
6 2 (6.25%) jQuery
6 2 (6.25%) Natural Language Processing
6 2 (6.25%) Node.js
Miscellaneous
1 15 (46.88%) Robotics
2 5 (15.63%) User Experience
3 4 (12.50%) Computer Science
4 2 (6.25%) Algorithms
4 2 (6.25%) Mobile App
5 1 (3.13%) 3D Graphics
5 1 (3.13%) Greenfield Project
5 1 (3.13%) Smartphone
Operating Systems
1 11 (34.38%) Linux
Processes & Methodologies
1 22 (68.75%) Software Engineering
2 20 (62.50%) Machine Learning
3 13 (40.63%) Computer Vision
4 12 (37.50%) Deep Learning
4 12 (37.50%) Neural Network
5 11 (34.38%) Reinforcement Learning
6 6 (18.75%) Analytics
6 6 (18.75%) Data Analytics
7 4 (12.50%) Predictive Analytics
8 3 (9.38%) Agile Software Development
8 3 (9.38%) TDD
9 2 (6.25%) Mathematics
9 2 (6.25%) Microservices
9 2 (6.25%) Open Source
9 2 (6.25%) Wireframes
10 1 (3.13%) Continuous Deployment
10 1 (3.13%) Convolutional Neural Network
10 1 (3.13%) Open Source Development
10 1 (3.13%) Probabilistic Modelling
10 1 (3.13%) Sentiment Analysis
Programming Languages
1 20 (62.50%) C++
2 19 (59.38%) Python
3 15 (46.88%) Java
4 12 (37.50%) Scala
5 9 (28.13%) JavaScript
6 7 (21.88%) C
7 4 (12.50%) C#
8 3 (9.38%) PowerShell
9 1 (3.13%) Ruby
Qualifications
1 12 (37.50%) PhD
2 8 (25.00%) Degree
3 2 (6.25%) Computer Science Degree
4 1 (3.13%) Microsoft Certification
System Software
1 2 (6.25%) Docker
Vendors
1 4 (12.50%) Microsoft
2 1 (3.13%) Google
2 1 (3.13%) SAP
2 1 (3.13%) Sitecore