Period
to 15 November 2018

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 15 November 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
East Midlands > Nottinghamshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 90 143 157
Rank change year-on-year +53 +14 -4
Permanent jobs citing Machine Learning 31 1 3
As % of all permanent IT jobs advertised in Nottinghamshire 2.00% 0.049% 0.13%
As % of the Processes & Methodologies category 2.14% 0.054% 0.14%
Number of salaries quoted 28 1 3
Nottinghamshire median annual salary £40,000 £40,000 £50,000
Median salary % change year-on-year - -20.00% -16.67%
10th Percentile £31,750 £37,500 £38,500
90th Percentile £65,000 £42,500 £52,500
East Midlands median annual salary £50,000 £42,500 £22,500
% change year-on-year +17.65% +88.89% -52.63%

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 1,450 1,868 2,135
As % of all permanent IT jobs advertised in Nottinghamshire 93.49% 91.30% 90.54%
Number of salaries quoted 1,153 1,627 1,740
Nottinghamshire median annual salary £44,000 £44,500 £42,500
Median salary % change year-on-year -1.12% +4.71% +6.25%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £70,250 £68,750 £67,500
East Midlands median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

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 15 November 2018.

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 15 November 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
Nottingham +48 28 £40,000 - 12
Machine Learning
East Midlands

For the 6 months to 15 November 2018, 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 17 (54.84%) Analytics
2 15 (48.39%) Python
3 13 (41.94%) SQL
3 13 (41.94%) Data Science
4 12 (38.71%) Java
4 12 (38.71%) TDD
5 11 (35.48%) Data Analytics
6 10 (32.26%) Big Data
6 10 (32.26%) Algorithms
7 9 (29.03%) R
7 9 (29.03%) MATLAB
8 8 (25.81%) Business Intelligence
8 8 (25.81%) Artificial Intelligence
8 8 (25.81%) Data Visualisation
8 8 (25.81%) NoSQL
8 8 (25.81%) Visualisation
9 7 (22.58%) Cloudera
9 7 (22.58%) Data Development
9 7 (22.58%) Power BI
9 7 (22.58%) Computational Intelligence
9 7 (22.58%) Telematics
9 7 (22.58%) Scala
9 7 (22.58%) Hadoop
9 7 (22.58%) MapReduce
9 7 (22.58%) Tableau
9 7 (22.58%) Data Quality
9 7 (22.58%) Apache Spark
9 7 (22.58%) Data Structures
9 7 (22.58%) Big Data Analytics
9 7 (22.58%) Deep Learning

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 7 (22.58%) Apache Spark
2 2 (6.45%) Apache
3 1 (3.23%) Apache Airflow
Applications
1 1 (3.23%) Adobe Creative Suite
Cloud Services
1 2 (6.45%) Microsoft Azure
2 1 (3.23%) Adobe Creative Cloud
Communications & Networking
1 1 (3.23%) Internet
Database & Business Intelligence
1 10 (32.26%) Big Data
2 8 (25.81%) NoSQL
3 7 (22.58%) Hadoop
3 7 (22.58%) Power BI
4 2 (6.45%) MongoDB
5 1 (3.23%) Data Mining
5 1 (3.23%) PostgreSQL
5 1 (3.23%) SQL Server
Development Applications
1 3 (9.68%) Cucumber
1 3 (9.68%) Jenkins
1 3 (9.68%) JIRA
1 3 (9.68%) JMeter
1 3 (9.68%) Maven
1 3 (9.68%) QF-Test
1 3 (9.68%) Selenium
1 3 (9.68%) SoapUI
2 2 (6.45%) JUnit
2 2 (6.45%) NetBeans
2 2 (6.45%) Visual Studio
3 1 (3.23%) Bitbucket
3 1 (3.23%) Octopus Deploy
General
1 4 (12.90%) French Language
1 4 (12.90%) German Language
2 1 (3.23%) Aerospace
Job Titles
1 10 (32.26%) Data Scientist
2 8 (25.81%) Data Engineer
3 7 (22.58%) Big Data Engineer
4 4 (12.90%) Developer
4 4 (12.90%) Development Engineer
4 4 (12.90%) Hadoop Engineer
5 3 (9.68%) Agile Tester
5 3 (9.68%) Automation Tester
5 3 (9.68%) QA Automation Tester
5 3 (9.68%) QA Tester
5 3 (9.68%) Senior Agile Tester
5 3 (9.68%) Senior Automation Tester
5 3 (9.68%) Senior QA Tester
5 3 (9.68%) Senior Software Tester
5 3 (9.68%) Senior Tester
5 3 (9.68%) Software QA Tester
5 3 (9.68%) Software Tester
5 3 (9.68%) Tester
6 2 (6.45%) Machine Learning Scientist
6 2 (6.45%) Python Engineer
Libraries, Frameworks & Software Standards
1 4 (12.90%) Swagger
2 3 (9.68%) Gherkin
2 3 (9.68%) JSON
2 3 (9.68%) REST
2 3 (9.68%) SOAP
2 3 (9.68%) Web Services
2 3 (9.68%) XML
3 2 (6.45%) OSGi
4 1 (3.23%) Express
4 1 (3.23%) GraphQL
4 1 (3.23%) J2EE
4 1 (3.23%) Node.js
4 1 (3.23%) React
Miscellaneous
1 10 (32.26%) Algorithms
2 7 (22.58%) Data Structures
3 4 (12.90%) User Experience
4 2 (6.45%) Enterprise Software
4 2 (6.45%) Fintech
5 1 (3.23%) Augmented Reality
5 1 (3.23%) Graphic Design
5 1 (3.23%) Self-Motivation
Processes & Methodologies
1 17 (54.84%) Analytics
2 13 (41.94%) Data Science
3 12 (38.71%) TDD
4 11 (35.48%) Data Analytics
5 8 (25.81%) Artificial Intelligence
5 8 (25.81%) Business Intelligence
5 8 (25.81%) Data Visualisation
5 8 (25.81%) Visualisation
6 7 (22.58%) Agile Software Development
6 7 (22.58%) Big Data Analytics
6 7 (22.58%) Computational Intelligence
6 7 (22.58%) Data Analysis
6 7 (22.58%) Data Development
6 7 (22.58%) Deep Learning
6 7 (22.58%) Logistics
6 7 (22.58%) MapReduce
6 7 (22.58%) Telematics
7 6 (19.35%) Data Modelling
7 6 (19.35%) Scrum
8 5 (16.13%) BDD
Programming Languages
1 15 (48.39%) Python
2 13 (41.94%) SQL
3 12 (38.71%) Java
4 9 (29.03%) MATLAB
4 9 (29.03%) R
5 7 (22.58%) Scala
6 5 (16.13%) Groovy
7 3 (9.68%) JavaScript
7 3 (9.68%) Jython
8 2 (6.45%) Java 8
9 1 (3.23%) C++
9 1 (3.23%) PHP
Qualifications
1 1 (3.23%) Degree
Quality Assurance & Compliance
1 7 (22.58%) Data Quality
2 5 (16.13%) QA
System Software
1 1 (3.23%) Docker
Systems Management
1 1 (3.23%) Terraform
Vendors
1 7 (22.58%) Cloudera
1 7 (22.58%) Tableau
2 1 (3.23%) Adobe