Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
South West > Bristol
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 88 133 182
Rank change year-on-year +45 +49 +17
Permanent jobs citing Artificial Intelligence 110 75 6
As % of all permanent IT jobs advertised in Bristol 3.03% 1.97% 0.18%
As % of the Processes & Methodologies category 3.21% 2.11% 0.20%
Number of salaries quoted 90 67 6
Bristol median annual salary £54,500 £55,000 £45,000
Median salary % change year-on-year -0.91% +22.22% +80.00%
10th Percentile £40,000 £36,500 £38,000
90th Percentile £77,500 £91,500 £52,500
South West median annual salary £55,000 £55,000 £40,000
% change year-on-year - +37.50% -11.11%

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 3,432 3,551 3,039
As % of all permanent IT jobs advertised in Bristol 94.57% 93.28% 93.16%
Number of salaries quoted 2,755 2,944 2,552
Bristol median annual salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12% +5.95%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £70,000 £67,500 £70,000
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 12 December 2018.

Salary histogram for Artificial Intelligence in Bristol

For the 6 months to 12 December 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 Bristol region with a requirement for Artificial Intelligence.

1 75 (68.18%) Machine Learning
2 47 (42.73%) Python
3 46 (41.82%) Amazon AWS
4 39 (35.45%) Agile Software Development
5 32 (29.09%) Software Engineering
6 26 (23.64%) C++
7 23 (20.91%) C
7 23 (20.91%) C#
7 23 (20.91%) SQL
8 22 (20.00%) Java
8 22 (20.00%) Linux
8 22 (20.00%) Big Data
9 21 (19.09%) DevOps
9 21 (19.09%) Microservices
9 21 (19.09%) TDD
10 20 (18.18%) .NET
11 19 (17.27%) Analytics
12 18 (16.36%) OpenCV
12 18 (16.36%) Continuous Integration
12 18 (16.36%) Finance
12 18 (16.36%) Data Science
13 17 (15.45%) MVC
13 17 (15.45%) AngularJS
13 17 (15.45%) Algorithms
14 16 (14.55%) Robotics
15 15 (13.64%) Marketing
15 15 (13.64%) ASP.NET
15 15 (13.64%) Microsoft Azure
16 14 (12.73%) Test Automation
16 14 (12.73%) Docker

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 (10.00%) Apache Spark
2 2 (1.82%) Elasticsearch
Applications
1 10 (9.09%) Chatbot
2 4 (3.64%) Adobe Illustrator
2 4 (3.64%) Photoshop
3 3 (2.73%) Microsoft Project
4 1 (0.91%) Simulink
Cloud Services
1 46 (41.82%) Amazon AWS
2 15 (13.64%) Microsoft Azure
3 13 (11.82%) SaaS
4 10 (9.09%) Google Cloud Platform
5 8 (7.27%) Cloud Computing
6 7 (6.36%) AWS CloudFormation
7 3 (2.73%) Azure Machine Learning
7 3 (2.73%) IaaS
7 3 (2.73%) PaaS
8 1 (0.91%) Amazon SageMaker
8 1 (0.91%) Google Analytics
Communications & Networking
1 1 (0.91%) CTI
Database & Business Intelligence
1 22 (20.00%) Big Data
2 9 (8.18%) Hadoop
3 6 (5.45%) Amazon DynamoDB
3 6 (5.45%) Event Store
4 5 (4.55%) SQL Server
5 4 (3.64%) NoSQL
6 3 (2.73%) Oracle Database
6 3 (2.73%) Oracle Database 10g
6 3 (2.73%) RDBMS
6 3 (2.73%) Relational Database
7 2 (1.82%) Apache Cassandra
7 2 (1.82%) CouchDB
7 2 (1.82%) MongoDB
8 1 (0.91%) Apache Hive
8 1 (0.91%) Blockchain
8 1 (0.91%) MySQL
8 1 (0.91%) Power BI
Development Applications
1 9 (8.18%) Jenkins
2 4 (3.64%) Selenium
3 3 (2.73%) VSS/SourceSafe
4 2 (1.82%) JIRA
4 2 (1.82%) Protractor
4 2 (1.82%) SpecFlow
4 2 (1.82%) Visual Studio
5 1 (0.91%) Git (software)
5 1 (0.91%) Mercurial
General
1 18 (16.36%) Finance
2 15 (13.64%) Marketing
3 11 (10.00%) Electronics
4 10 (9.09%) Manufacturing
4 10 (9.09%) Telecoms
5 5 (4.55%) Games
6 3 (2.73%) Banking
7 2 (1.82%) Law
7 2 (1.82%) Retail Banking
8 1 (0.91%) Aerospace
8 1 (0.91%) Avionics
8 1 (0.91%) Military
8 1 (0.91%) Publishing
Job Titles
1 35 (31.82%) Developer
2 18 (16.36%) Software Engineer
3 16 (14.55%) C++ Software Engineer
4 14 (12.73%) .NET Developer
5 13 (11.82%) Architect
6 12 (10.91%) Software Developer
7 11 (10.00%) Lead Developer
7 11 (10.00%) Lead Software Developer
7 11 (10.00%) Solutions Architect
8 10 (9.09%) AWS Developer
8 10 (9.09%) C# .NET Developer
8 10 (9.09%) C# Developer
9 9 (8.18%) Cloud Developer
9 9 (8.18%) Data Scientist
9 9 (8.18%) Senior Data Scientist
10 8 (7.27%) Data Engineer
10 8 (7.27%) Senior Developer
11 7 (6.36%) AWS Architect
11 7 (6.36%) AWS Solutions Architect
12 6 (5.45%) Java Developer
Libraries, Frameworks & Software Standards
1 20 (18.18%) .NET
2 18 (16.36%) OpenCV
3 17 (15.45%) AngularJS
4 15 (13.64%) ASP.NET
5 14 (12.73%) Web Services
6 11 (10.00%) ASP.NET Web API
6 11 (10.00%) HTML
6 11 (10.00%) React
7 10 (9.09%) REST
7 10 (9.09%) RESTful
8 9 (8.18%) Ruby on Rails
9 8 (7.27%) .NET Core
9 8 (7.27%) CSS
10 6 (5.45%) ASP.NET Core
10 6 (5.45%) ASP.NET MVC
11 5 (4.55%) HTML5
12 4 (3.64%) OAuth
13 3 (2.73%) CSS3
13 3 (2.73%) GraphQL
13 3 (2.73%) RabbitMQ
Miscellaneous
1 17 (15.45%) Algorithms
2 16 (14.55%) Robotics
3 10 (9.09%) Greenfield Project
4 7 (6.36%) Driving Licence
4 7 (6.36%) Hybrid Cloud
4 7 (6.36%) Public Cloud
5 5 (4.55%) User Experience
6 4 (3.64%) Cybercrime
7 3 (2.73%) Analytical Skills
8 2 (1.82%) Management Information System
9 1 (0.91%) Cloud Native
9 1 (0.91%) CUDA
9 1 (0.91%) Renewable Energy
9 1 (0.91%) Self-Motivation
9 1 (0.91%) Tandem
Operating Systems
1 22 (20.00%) Linux
2 1 (0.91%) CoreOS
2 1 (0.91%) Ubuntu
Processes & Methodologies
1 75 (68.18%) Machine Learning
2 39 (35.45%) Agile Software Development
3 32 (29.09%) Software Engineering
4 21 (19.09%) DevOps
4 21 (19.09%) Microservices
4 21 (19.09%) TDD
5 19 (17.27%) Analytics
6 18 (16.36%) Continuous Integration
6 18 (16.36%) Data Science
7 17 (15.45%) MVC
8 14 (12.73%) Scrum
8 14 (12.73%) Test Automation
9 13 (11.82%) Kanban
10 11 (10.00%) Business Intelligence
10 11 (10.00%) Mentoring
11 10 (9.09%) Conversational UI
11 10 (9.09%) Digital Marketing
11 10 (9.09%) Line Management
11 10 (9.09%) Programme Management
11 10 (9.09%) Thought Leadership
Programming Languages
1 47 (42.73%) Python
2 26 (23.64%) C++
3 23 (20.91%) C
3 23 (20.91%) C#
3 23 (20.91%) SQL
4 22 (20.00%) Java
5 13 (11.82%) JavaScript
6 9 (8.18%) R
6 9 (8.18%) Ruby
7 3 (2.73%) MATLAB
7 3 (2.73%) PL/SQL
8 2 (1.82%) Java 8
9 1 (0.91%) Go
9 1 (0.91%) PHP
9 1 (0.91%) PowerShell
9 1 (0.91%) Shell Script
9 1 (0.91%) TypeScript
Qualifications
1 10 (9.09%) Degree
2 7 (6.36%) MCSA
2 7 (6.36%) MCSE
2 7 (6.36%) Microsoft Certification
3 2 (1.82%) Computer Science Degree
3 2 (1.82%) SC Cleared
3 2 (1.82%) Security Cleared
4 1 (0.91%) PhD
Quality Assurance & Compliance
1 5 (4.55%) QA
System Software
1 14 (12.73%) Docker
Systems Management
1 4 (3.64%) Kubernetes
2 1 (0.91%) Ansible
2 1 (0.91%) Opscode Chef
2 1 (0.91%) Puppet
2 1 (0.91%) Terraform
Vendors
1 10 (9.09%) Google
1 10 (9.09%) SAP
2 5 (4.55%) Microsoft
3 4 (3.64%) Apple
3 4 (3.64%) Facebook
4 3 (2.73%) Adobe
4 3 (2.73%) Oracle
5 1 (0.91%) Cisco
5 1 (0.91%) Genesys
5 1 (0.91%) Salesforce.com
5 1 (0.91%) Tableau
5 1 (0.91%) Verint