Period
to 19 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 19 December 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East Midlands
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 153 212 253
Rank change year-on-year +59 +41 +6
Permanent jobs citing Artificial Intelligence 57 23 5
As % of all permanent IT jobs advertised in the East Midlands 1.30% 0.44% 0.079%
As % of the Processes & Methodologies category 1.41% 0.48% 0.086%
Number of salaries quoted 51 39 15
East Midlands median annual salary £45,000 £29,000 £22,500
Median salary % change year-on-year +55.17% +28.89% -43.75%
10th Percentile £34,250 £27,000 £21,250
90th Percentile £68,000 £47,500 £23,750
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 East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4,055 4,772 5,797
As % of all permanent IT jobs advertised in the East Midlands 92.64% 90.98% 91.02%
Number of salaries quoted 3,015 3,955 4,621
East Midlands median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £68,750 £63,750 £63,750
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 East Midlands

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

Job vacancy trend for Artificial Intelligence in the East Midlands

Artificial Intelligence
Salary Trend in the East Midlands

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

Salary trend for Artificial Intelligence in the East Midlands

Artificial Intelligence
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Artificial Intelligence in the East Midlands over the 6 months to 19 December 2018.

Salary histogram for Artificial Intelligence in the East Midlands

Artificial Intelligence
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the East Midlands region over the 6 months to 19 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
Nottinghamshire - 25 £40,000 - 4
Northamptonshire +4 18 £48,000 +65.52% 5
Derbyshire +16 9 £41,500 +3.75% 2
Leicestershire -17 4 £40,000 -30.43% 1
Artificial Intelligence
England

For the 6 months to 19 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 East Midlands region with a requirement for Artificial Intelligence.

1 26 (45.61%) Machine Learning
2 22 (38.60%) Analytics
3 16 (28.07%) Agile Software Development
3 16 (28.07%) Data Science
4 15 (26.32%) Finance
4 15 (26.32%) Cucumber
5 14 (24.56%) Computer Science
5 14 (24.56%) Software Engineering
6 13 (22.81%) Degree
6 13 (22.81%) Mathematics
6 13 (22.81%) MongoDB
7 12 (21.05%) Java
7 12 (21.05%) JavaScript
7 12 (21.05%) Python
7 12 (21.05%) Problem-Solving
7 12 (21.05%) Microservices
8 11 (19.30%) Docker
9 10 (17.54%) Robotics
10 9 (15.79%) RESTful
10 9 (15.79%) Physics
10 9 (15.79%) Retail
10 9 (15.79%) Retail Banking
10 9 (15.79%) Microsoft Azure
10 9 (15.79%) Open Source
10 9 (15.79%) Data Analytics
10 9 (15.79%) OO
10 9 (15.79%) Gradle
10 9 (15.79%) Enterprise Software
10 9 (15.79%) Coaching
10 9 (15.79%) Analytical Skills

Artificial Intelligence
Co-occurring IT Skills in the East Midlands 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 3 (5.26%) Apache
2 2 (3.51%) Apache Spark
3 1 (1.75%) Apache Airflow
Cloud Services
1 9 (15.79%) Microsoft Azure
2 3 (5.26%) Amazon AWS
Communications & Networking
1 1 (1.75%) Network Security
Database & Business Intelligence
1 13 (22.81%) MongoDB
2 6 (10.53%) Big Data
2 6 (10.53%) OLTP
2 6 (10.53%) SQL Server
3 5 (8.77%) SQL Server Integration Services
4 4 (7.02%) Apache Cassandra
4 4 (7.02%) Data Mining
4 4 (7.02%) Hadoop
4 4 (7.02%) NoSQL
5 2 (3.51%) Cloudera CDH
5 2 (3.51%) MySQL
5 2 (3.51%) SQL Server 2012
5 2 (3.51%) Sqoop
6 1 (1.75%) Apache Kudu
6 1 (1.75%) Azure SQL Database
6 1 (1.75%) HBase
Development Applications
1 15 (26.32%) Cucumber
2 9 (15.79%) Gradle
3 7 (12.28%) Selenium
4 6 (10.53%) JUnit
4 6 (10.53%) Protractor
5 3 (5.26%) Git (software)
5 3 (5.26%) Team Foundation Server
6 2 (3.51%) Bitbucket
6 2 (3.51%) Octopus Deploy
6 2 (3.51%) SoapUI
6 2 (3.51%) Visual Studio
7 1 (1.75%) Burp Suite
General
1 15 (26.32%) Finance
2 9 (15.79%) Retail
2 9 (15.79%) Retail Banking
3 5 (8.77%) Marketing
4 3 (5.26%) Banking
5 1 (1.75%) Games
5 1 (1.75%) Law
Job Titles
1 15 (26.32%) Developer
2 11 (19.30%) Software Engineer
3 9 (15.79%) Java Engineer
3 9 (15.79%) Java Software Engineer
4 7 (12.28%) Tester
5 5 (8.77%) .NET Developer
5 5 (8.77%) Consultant
5 5 (8.77%) Software Tester
6 4 (7.02%) Analytics Consultant
6 4 (7.02%) Data Consultant
6 4 (7.02%) Senior Developer
7 3 (5.26%) Analyst
7 3 (5.26%) Automation Tester
7 3 (5.26%) Data Engineer
7 3 (5.26%) Data Scientist
7 3 (5.26%) Graduate
7 3 (5.26%) Graduate Java Software Engineer
7 3 (5.26%) Java Developer
7 3 (5.26%) Junior
7 3 (5.26%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 9 (15.79%) RESTful
1 9 (15.79%) Spring Boot
2 6 (10.53%) ASP.NET Web API
3 5 (8.77%) .NET
3 5 (8.77%) Node.js
3 5 (8.77%) React
4 3 (5.26%) AngularJS
4 3 (5.26%) WCF
4 3 (5.26%) WinForms
4 3 (5.26%) WPF
5 2 (3.51%) Express
5 2 (3.51%) GraphQL
5 2 (3.51%) J2EE
5 2 (3.51%) Java EE
5 2 (3.51%) REST
5 2 (3.51%) Spring
5 2 (3.51%) Spring MVC
5 2 (3.51%) Swagger
5 2 (3.51%) Vue.js
6 1 (1.75%) ASP.NET
Miscellaneous
1 10 (17.54%) Robotics
2 9 (15.79%) Analytical Skills
2 9 (15.79%) Enterprise Software
3 4 (7.02%) Data Structures
3 4 (7.02%) User Experience
4 2 (3.51%) Greenfield Project
5 1 (1.75%) Algorithms
5 1 (1.75%) EPoS
Operating Systems
1 3 (5.26%) Windows
2 1 (1.75%) Linux
Processes & Methodologies
1 26 (45.61%) Machine Learning
2 22 (38.60%) Analytics
3 16 (28.07%) Agile Software Development
3 16 (28.07%) Data Science
4 14 (24.56%) Computer Science
4 14 (24.56%) Software Engineering
5 13 (22.81%) Mathematics
6 12 (21.05%) Microservices
6 12 (21.05%) Problem-Solving
7 9 (15.79%) Coaching
7 9 (15.79%) Data Analytics
7 9 (15.79%) Fraud Detection
7 9 (15.79%) OO
7 9 (15.79%) Open Source
7 9 (15.79%) Physics
8 8 (14.04%) TDD
9 7 (12.28%) Test Automation
10 6 (10.53%) BDD
10 6 (10.53%) Continuous Improvement
10 6 (10.53%) Unit Testing
Programming Languages
1 12 (21.05%) Java
1 12 (21.05%) JavaScript
1 12 (21.05%) Python
2 8 (14.04%) SQL
3 6 (10.53%) C#
4 3 (5.26%) T-SQL
5 2 (3.51%) Java 8
5 2 (3.51%) PHP
5 2 (3.51%) PL/SQL
5 2 (3.51%) Scala
6 1 (1.75%) Ruby
Qualifications
1 13 (22.81%) Degree
2 1 (1.75%) CEH
2 1 (1.75%) CREST Certified
2 1 (1.75%) OSCP
Quality Assurance & Compliance
1 8 (14.04%) QA
2 1 (1.75%) GDPR
2 1 (1.75%) PCI DSS
System Software
1 11 (19.30%) Docker
Systems Management
1 2 (3.51%) Oozie
1 2 (3.51%) Terraform
Vendors
1 4 (7.02%) Oracle
2 2 (3.51%) Cloudera
2 2 (3.51%) Microsoft