Period
to 23 April 2019

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 23 April 2019 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East Midlands
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 149 204 231
Rank change year-on-year +55 +27 +5
Permanent jobs citing Artificial Intelligence 56 30 7
As % of all permanent IT jobs advertised in the East Midlands 1.36% 0.57% 0.12%
As % of the Processes & Methodologies category 1.47% 0.62% 0.13%
Number of salaries quoted 44 21 21
East Midlands median annual salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50% +66.67%
10th Percentile £33,025 £27,000 £37,500
90th Percentile £70,000 £66,250 £42,500
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +6.19%

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 3,807 4,822 5,306
As % of all permanent IT jobs advertised in the East Midlands 92.31% 91.97% 90.35%
Number of salaries quoted 2,697 4,066 4,264
East Midlands median annual salary £42,500 £42,250 £41,500
Median salary % change year-on-year +0.59% +1.81% +3.75%
10th Percentile £25,750 £26,250 £25,000
90th Percentile £65,000 £65,000 £63,750
England median annual salary £52,500 £50,000 £49,000
% change year-on-year +5.00% +2.04% +3.16%

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 23 April 2019.

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 23 April 2019. 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 +57 32 £40,000 -36.00% 3
Northamptonshire +25 18 £48,500 +7.78% 1
Leicestershire -27 4 £60,000 +4.35% 1
Derbyshire +14 2 £28,750 -28.13% 2
Artificial Intelligence
England

For the 6 months to 23 April 2019, 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 35 (62.50%) Machine Learning
2 25 (44.64%) Python
3 24 (42.86%) Agile Software Development
4 23 (41.07%) SQL
4 23 (41.07%) Analytics
4 23 (41.07%) Problem-Solving
5 19 (33.93%) Microsoft Azure
6 18 (32.14%) Software Engineering
7 16 (28.57%) JavaScript
7 16 (28.57%) Retail
7 16 (28.57%) Analytical Skills
8 15 (26.79%) C#
9 14 (25.00%) SQL Server
9 14 (25.00%) Data Science
10 13 (23.21%) .NET
10 13 (23.21%) SQL Server Integration Services
10 13 (23.21%) Robotics
10 13 (23.21%) ASP.NET Web API
10 13 (23.21%) Data Analytics
11 12 (21.43%) Business Intelligence
12 11 (19.64%) SAS
12 11 (19.64%) Data Warehouse
12 11 (19.64%) Scrum
12 11 (19.64%) Google
12 11 (19.64%) Test Automation
12 11 (19.64%) Data Lake
12 11 (19.64%) Google Cloud Platform
13 10 (17.86%) BigQuery
13 10 (17.86%) Multichannel Retail
13 10 (17.86%) Tableau

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 11 (19.64%) SAS
2 3 (5.36%) Apache
3 2 (3.57%) Apache Spark
Applications
1 10 (17.86%) SPSS
2 1 (1.79%) Chatbot
Cloud Services
1 19 (33.93%) Microsoft Azure
2 11 (19.64%) Google Cloud Platform
3 1 (1.79%) Azure Data Factory
Communications & Networking
1 5 (8.93%) PPP
2 1 (1.79%) Network Security
Database & Business Intelligence
1 14 (25.00%) SQL Server
2 13 (23.21%) SQL Server Integration Services
3 11 (19.64%) Data Lake
3 11 (19.64%) Data Warehouse
4 10 (17.86%) BigQuery
5 9 (16.07%) MongoDB
6 7 (12.50%) SQL Server 2012
7 6 (10.71%) Azure SQL Database
8 2 (3.57%) Apache Cassandra
8 2 (3.57%) Big Data
8 2 (3.57%) Hadoop
8 2 (3.57%) OLTP
9 1 (1.79%) Apache Hive
9 1 (1.79%) Azure SQL Data Warehouse
9 1 (1.79%) HBase
9 1 (1.79%) Impala
9 1 (1.79%) Power BI
9 1 (1.79%) SQL Server Analysis Services
9 1 (1.79%) SQL Server Reporting Services
Development Applications
1 7 (12.50%) Team Foundation Server
2 5 (8.93%) Cucumber
2 5 (8.93%) Gradle
3 3 (5.36%) Bitbucket
3 3 (5.36%) Octopus Deploy
3 3 (5.36%) Visual Studio
4 1 (1.79%) Burp Suite
4 1 (1.79%) CircleCI
4 1 (1.79%) Eclipse
4 1 (1.79%) SoapUI
General
1 16 (28.57%) Retail
2 5 (8.93%) Advertising
2 5 (8.93%) Finance
Job Titles
1 35 (62.50%) Developer
2 14 (25.00%) Senior Developer
3 13 (23.21%) .NET Developer
4 9 (16.07%) Business Intelligence Developer
5 8 (14.29%) Business Developer
5 8 (14.29%) Senior Business Intelligence Developer
6 7 (12.50%) Junior
6 7 (12.50%) Software Engineer
7 6 (10.71%) Data Scientist
7 6 (10.71%) Junior .NET Developer
7 6 (10.71%) Junior Developer
7 6 (10.71%) Machine Learning Scientist
7 6 (10.71%) Senior .NET Developer
8 5 (8.93%) Backend Developer
8 5 (8.93%) Software Developer
9 4 (7.14%) Node.js Developer
10 3 (5.36%) Full Stack Developer
10 3 (5.36%) Python Developer
10 3 (5.36%) React Developer
11 2 (3.57%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 13 (23.21%) .NET
1 13 (23.21%) ASP.NET Web API
2 6 (10.71%) WCF
2 6 (10.71%) WinForms
2 6 (10.71%) WPF
3 5 (8.93%) RESTful
3 5 (8.93%) Spring Boot
4 4 (7.14%) Express
4 4 (7.14%) Node.js
4 4 (7.14%) React
5 3 (5.36%) Django
5 3 (5.36%) GraphQL
5 3 (5.36%) HTML5 Canvas
5 3 (5.36%) REST
5 3 (5.36%) Swagger
5 3 (5.36%) WebGL
6 2 (3.57%) CSS
6 2 (3.57%) HTML
6 2 (3.57%) Vue.js
7 1 (1.79%) ASP.NET
Miscellaneous
1 16 (28.57%) Analytical Skills
2 13 (23.21%) Robotics
3 3 (5.36%) Algorithms
3 3 (5.36%) Analytical Mindset
4 2 (3.57%) User Experience
5 1 (1.79%) Mobile App
Operating Systems
1 6 (10.71%) Windows
Processes & Methodologies
1 35 (62.50%) Machine Learning
2 24 (42.86%) Agile Software Development
3 23 (41.07%) Analytics
3 23 (41.07%) Problem-Solving
4 18 (32.14%) Software Engineering
5 14 (25.00%) Data Science
6 13 (23.21%) Data Analytics
7 12 (21.43%) Business Intelligence
8 11 (19.64%) Scrum
8 11 (19.64%) Test Automation
9 10 (17.86%) Multichannel Retail
10 9 (16.07%) Microservices
11 6 (10.71%) Front End Development
11 6 (10.71%) Mathematics
12 5 (8.93%) Open Source
13 4 (7.14%) Data Analysis
13 4 (7.14%) Data Engineering
13 4 (7.14%) Mentoring
13 4 (7.14%) Statistics
14 3 (5.36%) SDLC
Programming Languages
1 25 (44.64%) Python
2 23 (41.07%) SQL
3 16 (28.57%) JavaScript
4 15 (26.79%) C#
5 7 (12.50%) Java
5 7 (12.50%) T-SQL
6 6 (10.71%) PL/SQL
7 5 (8.93%) PHP
8 1 (1.79%) Data Analysis Expressions (DAX)
8 1 (1.79%) Scala
8 1 (1.79%) VBA
Qualifications
1 3 (5.36%) Degree
2 2 (3.57%) Numerate Degree
3 1 (1.79%) CEH
3 1 (1.79%) CREST Certified
3 1 (1.79%) OSCP
Quality Assurance & Compliance
1 6 (10.71%) GDPR
2 1 (1.79%) Data Quality
2 1 (1.79%) QA
System Software
1 9 (16.07%) Docker
Systems Management
1 3 (5.36%) Terraform
2 1 (1.79%) Hadoop YARN
2 1 (1.79%) Kubernetes
Vendors
1 11 (19.64%) Google
2 10 (17.86%) Tableau
3 8 (14.29%) Microsoft
4 6 (10.71%) Oracle
5 1 (1.79%) Databricks
5 1 (1.79%) MuleSoft
5 1 (1.79%) Salesforce.com
5 1 (1.79%) SAP