Period
to 18 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 18 January 2019 with a comparison to the same period in the previous 2 years.

Machine Learning
East Midlands > Nottinghamshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 79 142 149
Rank change year-on-year +63 +7 -6
Permanent jobs citing Machine Learning 44 5 1
As % of all permanent IT jobs advertised in Nottinghamshire 3.07% 0.25% 0.044%
As % of the Processes & Methodologies category 3.28% 0.27% 0.049%
Number of salaries quoted 43 5 1
Nottinghamshire median annual salary £40,000 £62,500 £50,000
Median salary % change year-on-year -36.00% +25.00% -13.04%
10th Percentile £33,750 £58,750 £47,500
90th Percentile £62,000 £66,250 £52,500
East Midlands median annual salary £47,500 £42,500 £40,000
% change year-on-year +11.76% +6.25% -27.27%

Machine Learning 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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 1,342 1,854 2,057
As % of all permanent IT jobs advertised in Nottinghamshire 93.65% 93.35% 90.50%
Number of salaries quoted 1,060 1,624 1,650
Nottinghamshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +10.39%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £72,500 £68,750 £70,000
East Midlands median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +6.25%

Machine Learning
Job Vacancy Trend in Nottinghamshire

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Nottinghamshire.

Job vacancy trend for Machine Learning in Nottinghamshire

Machine Learning
Salary Trend in Nottinghamshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Nottinghamshire.

Salary trend for Machine Learning in Nottinghamshire

Machine Learning
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Machine Learning in Nottinghamshire over the 6 months to 18 January 2019.

Salary histogram for Machine Learning in Nottinghamshire

Machine Learning
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Nottinghamshire region over the 6 months to 18 January 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
Nottingham +62 41 £40,000 -36.00% 9
Machine Learning
East Midlands

For the 6 months to 18 January 2019, IT jobs citing Machine Learning 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 Nottinghamshire region with a requirement for Machine Learning.

1 25 (56.82%) Analytics
2 24 (54.55%) Data Science
3 21 (47.73%) Python
4 18 (40.91%) Data Analytics
5 17 (38.64%) Java
6 16 (36.36%) Artificial Intelligence
7 15 (34.09%) TDD
8 14 (31.82%) SQL
9 13 (29.55%) Data Analysis
10 12 (27.27%) Agile Software Development
10 12 (27.27%) Algorithms
11 11 (25.00%) Scrum
11 11 (25.00%) JavaScript
12 10 (22.73%) BDD
12 10 (22.73%) Groovy
13 8 (18.18%) Big Data
14 7 (15.91%) NoSQL
14 7 (15.91%) Mathematics
14 7 (15.91%) JUnit
14 7 (15.91%) Data Modelling
14 7 (15.91%) Business Intelligence
15 6 (13.64%) Power BI
15 6 (13.64%) Swagger
15 6 (13.64%) Front End Development
15 6 (13.64%) Enterprise Software
15 6 (13.64%) NetBeans
15 6 (13.64%) MATLAB
15 6 (13.64%) J2EE
15 6 (13.64%) Continuous Integration
15 6 (13.64%) QA

Machine Learning
Co-occurring IT Skills in Nottinghamshire 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 5 (11.36%) Apache Spark
2 3 (6.82%) Apache
3 1 (2.27%) Apache Airflow
3 1 (2.27%) Apache Solr
3 1 (2.27%) JBoss
3 1 (2.27%) Tomcat
3 1 (2.27%) WildFly
Applications
1 1 (2.27%) Microsoft Excel
1 1 (2.27%) Microsoft PowerPoint
Cloud Services
1 3 (6.82%) Microsoft Azure
2 1 (2.27%) SaaS
Database & Business Intelligence
1 8 (18.18%) Big Data
2 7 (15.91%) NoSQL
3 6 (13.64%) Power BI
4 5 (11.36%) Hadoop
5 3 (6.82%) MongoDB
6 2 (4.55%) Apache Cassandra
7 1 (2.27%) Data Mining
7 1 (2.27%) Ingres
7 1 (2.27%) MySQL
7 1 (2.27%) PostgreSQL
7 1 (2.27%) SQL Server
Development Applications
1 7 (15.91%) JUnit
2 6 (13.64%) NetBeans
3 5 (11.36%) Jenkins
3 5 (11.36%) Maven
4 4 (9.09%) Cucumber
4 4 (9.09%) JIRA
4 4 (9.09%) JMeter
4 4 (9.09%) QF-Test
4 4 (9.09%) Selenium
4 4 (9.09%) SoapUI
5 3 (6.82%) Visual Studio
6 2 (4.55%) Bitbucket
6 2 (4.55%) Octopus Deploy
7 1 (2.27%) ANTLR
7 1 (2.27%) Artifactory
General
1 4 (9.09%) French Language
1 4 (9.09%) German Language
2 1 (2.27%) Banking
2 1 (2.27%) Finance
2 1 (2.27%) Marketing
2 1 (2.27%) Retail
2 1 (2.27%) Retail Banking
Job Titles
1 15 (34.09%) Data Scientist
2 14 (31.82%) Developer
3 7 (15.91%) Data Engineer
3 7 (15.91%) Java Developer
3 7 (15.91%) Machine Learning Scientist
4 6 (13.64%) Senior Developer
4 6 (13.64%) Senior Java Developer
5 5 (11.36%) Agile Developer
5 5 (11.36%) Agile Java Developer
5 5 (11.36%) Big Data Engineer
5 5 (11.36%) J2EE Developer
5 5 (11.36%) Java/J2EE Developer
6 4 (9.09%) Automation Tester
6 4 (9.09%) Hadoop Engineer
6 4 (9.09%) QA Automation Tester
6 4 (9.09%) Senior Agile Developer
6 4 (9.09%) Senior Agile Java Developer
6 4 (9.09%) Senior Java/J2EE Developer
6 4 (9.09%) Senior QA Tester
6 4 (9.09%) Software QA Tester
Libraries, Frameworks & Software Standards
1 6 (13.64%) J2EE
1 6 (13.64%) OSGi
1 6 (13.64%) Swagger
2 4 (9.09%) Gherkin
2 4 (9.09%) JSON
2 4 (9.09%) REST
2 4 (9.09%) SOAP
2 4 (9.09%) Web Services
2 4 (9.09%) XML
3 2 (4.55%) Express
3 2 (4.55%) GraphQL
3 2 (4.55%) Node.js
3 2 (4.55%) React
3 2 (4.55%) Vue.js
4 1 (2.27%) AngularJS
4 1 (2.27%) CSS
4 1 (2.27%) HornetQ
4 1 (2.27%) Java EE
4 1 (2.27%) JPA
4 1 (2.27%) Protocol Buffers
Miscellaneous
1 12 (27.27%) Algorithms
2 6 (13.64%) Enterprise Software
3 5 (11.36%) Data Structures
4 3 (6.82%) Analytical Skills
4 3 (6.82%) Fintech
4 3 (6.82%) User Experience
5 2 (4.55%) Analytical Mindset
6 1 (2.27%) SWIFT
Processes & Methodologies
1 25 (56.82%) Analytics
2 24 (54.55%) Data Science
3 18 (40.91%) Data Analytics
4 16 (36.36%) Artificial Intelligence
5 15 (34.09%) TDD
6 13 (29.55%) Data Analysis
7 12 (27.27%) Agile Software Development
8 11 (25.00%) Scrum
9 10 (22.73%) BDD
10 7 (15.91%) Business Intelligence
10 7 (15.91%) Data Modelling
10 7 (15.91%) Mathematics
11 6 (13.64%) Continuous Integration
11 6 (13.64%) Front End Development
12 5 (11.36%) Computational Intelligence
12 5 (11.36%) Data Development
12 5 (11.36%) Deep Learning
12 5 (11.36%) Problem-Solving
12 5 (11.36%) Telematics
12 5 (11.36%) Visualisation
Programming Languages
1 21 (47.73%) Python
2 17 (38.64%) Java
3 14 (31.82%) SQL
4 11 (25.00%) JavaScript
5 10 (22.73%) Groovy
6 6 (13.64%) MATLAB
6 6 (13.64%) R
7 5 (11.36%) Scala
8 3 (6.82%) Java 8
8 3 (6.82%) Jython
9 1 (2.27%) C#
9 1 (2.27%) C++
9 1 (2.27%) VBA
Qualifications
1 3 (6.82%) Degree
2 2 (4.55%) Numerate Degree
Quality Assurance & Compliance
1 6 (13.64%) QA
2 5 (11.36%) Data Quality
3 1 (2.27%) SEPA
System Software
1 2 (4.55%) Docker
Systems Management
1 2 (4.55%) Terraform
Vendors
1 5 (11.36%) Cloudera
1 5 (11.36%) Tableau
2 1 (2.27%) CA
2 1 (2.27%) Google
2 1 (2.27%) Oracle