Period
to 17 January 2018

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 17 January 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
South West > Bristol
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 153 181 -
Rank change year-on-year +28 - +181
Permanent jobs citing Artificial Intelligence 40 5 0
As % of all permanent IT jobs advertised in Bristol 1.10% 0.15% -
As % of the Processes & Methodologies category 1.20% 0.17% -
Number of salaries quoted 34 5 0
Bristol median annual salary £55,000 £45,000 -
Median salary % change year-on-year +22.22% - -
South West median annual salary £48,750 £37,500 -
% change year-on-year +30.00% - -

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 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 3,327 2,977 3,227
As % of all permanent IT jobs advertised in Bristol 91.43% 91.52% 90.47%
Number of salaries quoted 2,742 2,456 2,838
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,275 £28,000 £27,500
90th Percentile £67,500 £71,250 £66,250
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +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 17 January 2018.

Salary histogram for Artificial Intelligence in Bristol

For the 6 months to 17 January 2018, 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 32 (80.00%) Machine Learning
2 26 (65.00%) Software Engineering
3 24 (60.00%) Robotics
3 24 (60.00%) C++
3 24 (60.00%) Python
4 23 (57.50%) PhD
5 21 (52.50%) Java
6 18 (45.00%) Git (software)
6 18 (45.00%) Scala
6 18 (45.00%) Computer Vision
7 17 (42.50%) Theano
7 17 (42.50%) OpenCV
7 17 (42.50%) Neural Network
8 16 (40.00%) Games
8 16 (40.00%) Linux
8 16 (40.00%) Deep Learning
8 16 (40.00%) Unity (Game Engine)
8 16 (40.00%) DNN
8 16 (40.00%) Reinforcement Learning
8 16 (40.00%) Simultaneous Localization and Mapping
9 12 (30.00%) JavaScript
10 10 (25.00%) Robot Operating System
11 8 (20.00%) Algorithms
11 8 (20.00%) Analytics
12 7 (17.50%) AngularJS
12 7 (17.50%) React
12 7 (17.50%) User Experience
13 6 (15.00%) Degree
13 6 (15.00%) Amazon AWS
13 6 (15.00%) Finance

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 16 (40.00%) DNN
2 2 (5.00%) Apache Spark
3 1 (2.50%) Elasticsearch
3 1 (2.50%) SAS
Applications
1 2 (5.00%) Adobe Illustrator
1 2 (5.00%) Photoshop
Cloud Services
1 6 (15.00%) Amazon AWS
2 5 (12.50%) Microsoft Azure
3 2 (5.00%) IBM Blueworks
4 1 (2.50%) Cloud Computing
Database & Business Intelligence
1 5 (12.50%) SQL Server
2 3 (7.50%) MongoDB
2 3 (7.50%) Neo4j
3 1 (2.50%) Apache Cassandra
3 1 (2.50%) Big Data
3 1 (2.50%) Hadoop
3 1 (2.50%) NoSQL
3 1 (2.50%) PostgreSQL
Development Applications
1 18 (45.00%) Git (software)
2 2 (5.00%) Balsamiq Mockups
3 1 (2.50%) Gradle
3 1 (2.50%) Jenkins
General
1 16 (40.00%) Games
2 6 (15.00%) Finance
3 5 (12.50%) Marketing
4 3 (7.50%) Banking
5 2 (5.00%) Back Office
5 2 (5.00%) Legal
5 2 (5.00%) Retail
6 1 (2.50%) Electronics
6 1 (2.50%) Manufacturing
6 1 (2.50%) Telecoms
Job Titles
1 18 (45.00%) Software Engineer
2 17 (42.50%) Developer
3 10 (25.00%) C++ Software Engineer
3 10 (25.00%) Software Developer
4 9 (22.50%) Computer Engineer
4 9 (22.50%) Computer Vision Engineer
4 9 (22.50%) Developer/Software Engineer
5 6 (15.00%) Machine Learning Engineer
6 5 (12.50%) C++ Developer
6 5 (12.50%) C++ Software Developer
7 4 (10.00%) .NET Developer
8 2 (5.00%) BPM Developer
8 2 (5.00%) Computer Vision Developer
8 2 (5.00%) Data Scientist
8 2 (5.00%) Designer
8 2 (5.00%) Python Software Engineer
8 2 (5.00%) UI Designer
9 1 (2.50%) Angular Developer
9 1 (2.50%) Front End Developer (Client-Side Developer)
9 1 (2.50%) Java Engineer
Libraries, Frameworks & Software Standards
1 17 (42.50%) OpenCV
1 17 (42.50%) Theano
2 16 (40.00%) Unity (Game Engine)
3 7 (17.50%) AngularJS
3 7 (17.50%) React
4 5 (12.50%) .NET
4 5 (12.50%) ASP.NET
4 5 (12.50%) ASP.NET Web API
4 5 (12.50%) Durandal
4 5 (12.50%) KnockoutJS
4 5 (12.50%) RESTful
4 5 (12.50%) WCF
4 5 (12.50%) WinForms
5 4 (10.00%) jQuery
6 3 (7.50%) CSS
6 3 (7.50%) CSS3
7 2 (5.00%) DOM
7 2 (5.00%) HTML
7 2 (5.00%) Natural Language Processing
7 2 (5.00%) XML
Miscellaneous
1 24 (60.00%) Robotics
2 8 (20.00%) Algorithms
3 7 (17.50%) User Experience
4 2 (5.00%) Analytical Skills
4 2 (5.00%) Client/Server
4 2 (5.00%) Computer Science
4 2 (5.00%) Management Information System
4 2 (5.00%) Mobile App
4 2 (5.00%) Tandem
5 1 (2.50%) 3D Graphics
5 1 (2.50%) Greenfield Project
5 1 (2.50%) Smartphone
Operating Systems
1 16 (40.00%) Linux
2 10 (25.00%) Robot Operating System
Processes & Methodologies
1 32 (80.00%) Machine Learning
2 26 (65.00%) Software Engineering
3 18 (45.00%) Computer Vision
4 17 (42.50%) Neural Network
5 16 (40.00%) Deep Learning
5 16 (40.00%) Reinforcement Learning
5 16 (40.00%) Simultaneous Localization and Mapping
6 8 (20.00%) Analytics
7 5 (12.50%) Data Analytics
7 5 (12.50%) TDD
8 4 (10.00%) Predictive Analytics
9 3 (7.50%) Agile Software Development
10 2 (5.00%) Continuous Improvement
10 2 (5.00%) Data Analysis
10 2 (5.00%) Mathematics
10 2 (5.00%) Process Improvement
10 2 (5.00%) Process Management
10 2 (5.00%) QMS
10 2 (5.00%) Quality Management
10 2 (5.00%) SOA
Programming Languages
1 24 (60.00%) C++
1 24 (60.00%) Python
2 21 (52.50%) Java
3 18 (45.00%) Scala
4 12 (30.00%) JavaScript
5 6 (15.00%) C#
6 5 (12.50%) PowerShell
7 1 (2.50%) C
7 1 (2.50%) R
7 1 (2.50%) Ruby
7 1 (2.50%) SQL
Qualifications
1 23 (57.50%) PhD
2 6 (15.00%) Degree
3 1 (2.50%) Microsoft Certification
System Software
1 1 (2.50%) Docker
Vendors
1 5 (12.50%) Microsoft
2 2 (5.00%) IBM
2 2 (5.00%) Pega
2 2 (5.00%) webMethods
3 1 (2.50%) Google
3 1 (2.50%) SAP