Period
to 16 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 December 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > North East
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 107 113 105
Rank change year-on-year +6 -8 -
Permanent jobs citing Artificial Intelligence 10 8 8
As % of all permanent IT jobs advertised in the North East 0.72% 0.53% 0.56%
As % of the Processes & Methodologies category 0.77% 0.58% 0.64%
Number of salaries quoted 10 7 8
North East median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% -
10th Percentile £32,125 £34,000 £38,050
90th Percentile £61,500 £45,000 £50,000
England median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,293 1,374 1,258
As % of all permanent IT jobs advertised in the North East 93.16% 90.81% 87.30%
Number of salaries quoted 1,031 1,189 1,052
North East median annual salary £40,000 £40,000 £38,000
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £22,250 £24,250 £23,888
90th Percentile £65,000 £61,300 £58,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Artificial Intelligence
Job Vacancy Trend in the North East

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Artificial Intelligence in the North East

Artificial Intelligence
Salary Trend in the North East

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

Salary trend for Artificial Intelligence in the North East

Artificial Intelligence
Salary Histogram in the North East

The salary distribution of IT jobs citing Artificial Intelligence in the North East over the 6 months to 16 December 2018.

Salary histogram for Artificial Intelligence in the North East

Artificial Intelligence
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the North East region over the 6 months to 16 December 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
Tyne and Wear -4 10 £45,000 +12.50% 11
Artificial Intelligence
England

For the 6 months to 16 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 North East region with a requirement for Artificial Intelligence.

1 8 (80.00%) Amazon AWS
2 7 (70.00%) Node.js
2 7 (70.00%) DevOps
3 6 (60.00%) Linux
4 5 (50.00%) PHP
4 5 (50.00%) Visualisation
5 4 (40.00%) Microsoft Azure
5 4 (40.00%) CherryPy
5 4 (40.00%) Low Latency
5 4 (40.00%) Lean Software Development
6 3 (30.00%) Python
6 3 (30.00%) Machine Learning
6 3 (30.00%) AngularJS
6 3 (30.00%) Analytics
7 2 (20.00%) Puppet
7 2 (20.00%) MongoDB
7 2 (20.00%) Hadoop
7 2 (20.00%) NoSQL
7 2 (20.00%) Big Data
7 2 (20.00%) Git (software)
7 2 (20.00%) Bash Shell
7 2 (20.00%) PostgreSQL
7 2 (20.00%) jQuery
7 2 (20.00%) PowerShell
7 2 (20.00%) HTML
7 2 (20.00%) .NET
7 2 (20.00%) MySQL
7 2 (20.00%) Agile Software Development
7 2 (20.00%) JavaScript
7 2 (20.00%) CSS

Artificial Intelligence
Co-occurring IT Skills in the North East 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 1 (10.00%) Apache Spark
1 1 (10.00%) Elasticsearch
Applications
1 1 (10.00%) GNU Octave
Cloud Services
1 8 (80.00%) Amazon AWS
2 4 (40.00%) Microsoft Azure
3 2 (20.00%) AWS CloudFormation
3 2 (20.00%) Serverless
4 1 (10.00%) Cloud Computing
Communications & Networking
1 1 (10.00%) SMS
Database & Business Intelligence
1 2 (20.00%) Big Data
1 2 (20.00%) Hadoop
1 2 (20.00%) MongoDB
1 2 (20.00%) MySQL
1 2 (20.00%) NoSQL
1 2 (20.00%) PostgreSQL
2 1 (10.00%) Amazon RDS
2 1 (10.00%) Apache Cassandra
2 1 (10.00%) Redis
2 1 (10.00%) SQL Server
2 1 (10.00%) SQL Server 2014
Development Applications
1 2 (20.00%) Git (software)
2 1 (10.00%) Bitbucket
2 1 (10.00%) Jenkins
2 1 (10.00%) Subversion
2 1 (10.00%) Team Foundation Server
2 1 (10.00%) Visual Studio
General
1 1 (10.00%) Advertising
1 1 (10.00%) Finance
1 1 (10.00%) French Language
1 1 (10.00%) German Language
Job Titles
1 6 (60.00%) DevOps Engineer
2 2 (20.00%) Developer
2 2 (20.00%) Senior DevOps
2 2 (20.00%) Senior DevOps Engineer
3 1 (10.00%) .NET Developer
3 1 (10.00%) Applications Architect
3 1 (10.00%) Architect
3 1 (10.00%) Machine Learning Developer
3 1 (10.00%) Machine Learning Programmer
3 1 (10.00%) Machine Learning Scientist
3 1 (10.00%) Programmer
3 1 (10.00%) Senior Architect
Libraries, Frameworks & Software Standards
1 7 (70.00%) Node.js
2 4 (40.00%) CherryPy
3 3 (30.00%) AngularJS
4 2 (20.00%) .NET
4 2 (20.00%) CSS
4 2 (20.00%) HTML
4 2 (20.00%) jQuery
4 2 (20.00%) React
4 2 (20.00%) TensorFlow
5 1 (10.00%) ASP.NET
5 1 (10.00%) Ember.js
5 1 (10.00%) HTML5
5 1 (10.00%) JSON
5 1 (10.00%) Kafka
5 1 (10.00%) LESS
5 1 (10.00%) Middleware
5 1 (10.00%) RESTful
5 1 (10.00%) Sass
5 1 (10.00%) Vue.js
5 1 (10.00%) WCF
Miscellaneous
1 1 (10.00%) Algorithms
1 1 (10.00%) Analytical Skills
1 1 (10.00%) Cloud Native
1 1 (10.00%) User Experience
Operating Systems
1 6 (60.00%) Linux
2 1 (10.00%) CentOS
2 1 (10.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 7 (70.00%) DevOps
2 5 (50.00%) Visualisation
3 4 (40.00%) Lean Software Development
3 4 (40.00%) Low Latency
4 3 (30.00%) Analytics
4 3 (30.00%) Machine Learning
5 2 (20.00%) Agile Software Development
5 2 (20.00%) Data Science
6 1 (10.00%) API Integration
6 1 (10.00%) Continuous Integration
6 1 (10.00%) Data Management
6 1 (10.00%) Mathematics
6 1 (10.00%) Mentoring
6 1 (10.00%) Microservices
6 1 (10.00%) MVC
6 1 (10.00%) Open Source
6 1 (10.00%) Software Engineering
6 1 (10.00%) TDD
6 1 (10.00%) TOGAF
6 1 (10.00%) Web Development
Programming Languages
1 5 (50.00%) PHP
2 3 (30.00%) Python
3 2 (20.00%) Bash Shell
3 2 (20.00%) JavaScript
3 2 (20.00%) PowerShell
4 1 (10.00%) C#
4 1 (10.00%) C++
4 1 (10.00%) Fortran
4 1 (10.00%) Java
4 1 (10.00%) MATLAB
4 1 (10.00%) SQL
System Software
1 1 (10.00%) Docker
Systems Management
1 2 (20.00%) Puppet
2 1 (10.00%) Hadoop YARN
2 1 (10.00%) Opscode Chef
Vendors
1 1 (10.00%) Microsoft
1 1 (10.00%) Red Hat