Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > Buckinghamshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 141 157 175
Rank change year-on-year +16 +18 +16
Permanent jobs citing Machine Learning 15 15 11
As % of all permanent IT jobs advertised in Buckinghamshire 0.60% 0.52% 0.35%
As % of the Processes & Methodologies category 0.67% 0.58% 0.40%
Number of salaries quoted 16 10 24
Buckinghamshire median annual salary £80,000 £42,500 £22,500
Median salary % change year-on-year +88.24% +88.89% -51.09%
10th Percentile £46,000 £27,500 £21,250
90th Percentile £91,250 £60,375 £44,750
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Permanent vacancies with a requirement for process or methodology skills 2,246 2,589 2,748
As % of all permanent IT jobs advertised in Buckinghamshire 89.88% 89.96% 88.25%
Number of salaries quoted 1,875 2,077 2,316
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,250 £24,400 £26,250
90th Percentile £65,000 £65,000 £62,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Machine Learning
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Machine Learning in Buckinghamshire

Machine Learning
Salary Trend in Buckinghamshire

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

Salary trend for Machine Learning in Buckinghamshire

Machine Learning
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Machine Learning in Buckinghamshire over the 6 months to 13 November 2018.

Salary histogram for Machine Learning in Buckinghamshire

Machine Learning
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Buckinghamshire region over the 6 months to 13 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
Milton Keynes +21 12 £80,000 +60.00% 3
Bletchley - 1 £80,000 -
Amersham - 1 £62,500 -
Beaconsfield - 1 £90,000 -
Machine Learning
South East

For the 6 months to 13 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 Buckinghamshire region with a requirement for Machine Learning.

1 9 (60.00%) Project Management
1 9 (60.00%) Amazon AWS
2 8 (53.33%) Open Source
2 8 (53.33%) DevOps
2 8 (53.33%) SQL
2 8 (53.33%) .NET
3 7 (46.67%) SQL Server
4 6 (40.00%) Agile Software Development
4 6 (40.00%) SaaS
5 5 (33.33%) Waterfall
5 5 (33.33%) PCI DSS
5 5 (33.33%) Test Automation
5 5 (33.33%) ITIL V3
5 5 (33.33%) Microsoft Azure
5 5 (33.33%) TOGAF
5 5 (33.33%) Management Information System
5 5 (33.33%) LAMP
5 5 (33.33%) Enterprise Architecture
5 5 (33.33%) ISO/IEC 27001
5 5 (33.33%) SAP
5 5 (33.33%) ITIL
5 5 (33.33%) MCP
5 5 (33.33%) PRINCE2
5 5 (33.33%) C#
5 5 (33.33%) Apache
5 5 (33.33%) Microsoft
5 5 (33.33%) CISSP
5 5 (33.33%) Microsoft Certification
5 5 (33.33%) Cybersecurity
5 5 (33.33%) Minimum Viable Product

Machine Learning
Co-occurring IT Skills in Buckinghamshire 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 (33.33%) Apache
2 2 (13.33%) SAS
3 1 (6.67%) Apache Spark
3 1 (6.67%) Confluence
3 1 (6.67%) Elasticsearch
Applications
1 3 (20.00%) Microsoft Excel
2 2 (13.33%) SPSS
3 1 (6.67%) Microsoft PowerPoint
Cloud Services
1 9 (60.00%) Amazon AWS
2 6 (40.00%) SaaS
3 5 (33.33%) Microsoft Azure
4 1 (6.67%) Amazon EC2
4 1 (6.67%) Amazon S3
4 1 (6.67%) Amazon SQS
Communications & Networking
1 2 (13.33%) SMS
Database & Business Intelligence
1 7 (46.67%) SQL Server
2 3 (20.00%) MySQL
3 2 (13.33%) Big Data
3 2 (13.33%) Hadoop
4 1 (6.67%) Amazon DynamoDB
4 1 (6.67%) Amazon RDS
4 1 (6.67%) Apache Hive
4 1 (6.67%) Data Lake
4 1 (6.67%) Data Mining
4 1 (6.67%) PostgreSQL
4 1 (6.67%) Power BI
4 1 (6.67%) Redis
4 1 (6.67%) Relational Database
4 1 (6.67%) SAS Enterprise Guide
Development Applications
1 4 (26.67%) Hudson
2 1 (6.67%) Atlassian Bamboo
2 1 (6.67%) Git (software)
2 1 (6.67%) IntelliJ
2 1 (6.67%) JIRA
General
1 3 (20.00%) Marketing
2 1 (6.67%) Legal
2 1 (6.67%) Retail
Job Titles
1 5 (33.33%) Architect
1 5 (33.33%) Solutions Architect
2 4 (26.67%) Product Manager
3 3 (20.00%) Analyst
4 2 (13.33%) Data Scientist
4 2 (13.33%) Technical Manager
4 2 (13.33%) Technical Product Manager
5 1 (6.67%) AWS Engineer
5 1 (6.67%) CRM Analyst
5 1 (6.67%) Data Analyst
5 1 (6.67%) Data Modeller
5 1 (6.67%) Development Manager
5 1 (6.67%) Java Engineer
5 1 (6.67%) Marketing Analyst
5 1 (6.67%) Product Development Manager
5 1 (6.67%) Senior Java Engineer
5 1 (6.67%) Senior Manager
5 1 (6.67%) Senior Product Manager
5 1 (6.67%) Software Development Manager
5 1 (6.67%) Web Manager
Libraries, Frameworks & Software Standards
1 8 (53.33%) .NET
2 5 (33.33%) LAMP
3 3 (20.00%) HTML
4 2 (13.33%) .NET Framework
4 2 (13.33%) HTML5
5 1 (6.67%) CSS
5 1 (6.67%) Elastic Stack
5 1 (6.67%) Grails
5 1 (6.67%) Hibernate
5 1 (6.67%) jQuery
5 1 (6.67%) REST
5 1 (6.67%) SOAP
5 1 (6.67%) Spring
5 1 (6.67%) Spring Boot
Miscellaneous
1 5 (33.33%) Management Information System
1 5 (33.33%) Minimum Viable Product
2 3 (20.00%) Computer Science
3 2 (13.33%) Analytical Skills
4 1 (6.67%) Algorithms
Operating Systems
1 1 (6.67%) Linux
1 1 (6.67%) Ubuntu
Processes & Methodologies
1 9 (60.00%) Project Management
2 8 (53.33%) DevOps
2 8 (53.33%) Open Source
3 6 (40.00%) Agile Software Development
4 5 (33.33%) Cybersecurity
4 5 (33.33%) Enterprise Architecture
4 5 (33.33%) IT Strategy
4 5 (33.33%) ITIL
4 5 (33.33%) ITIL V3
4 5 (33.33%) PRINCE2
4 5 (33.33%) Programme Delivery
4 5 (33.33%) Test Automation
4 5 (33.33%) TOGAF
4 5 (33.33%) Waterfall
5 4 (26.67%) Data Science
6 3 (20.00%) Analytics
6 3 (20.00%) Data Privacy
6 3 (20.00%) Problem-Solving
6 3 (20.00%) Software Architecture
6 3 (20.00%) Web Application Development
Programming Languages
1 8 (53.33%) SQL
2 5 (33.33%) C#
3 4 (26.67%) Java
3 4 (26.67%) R
4 3 (20.00%) C++
5 2 (13.33%) Python
6 1 (6.67%) Clojure
6 1 (6.67%) Groovy
6 1 (6.67%) JavaScript
6 1 (6.67%) Kotlin
6 1 (6.67%) Scala
6 1 (6.67%) VB
6 1 (6.67%) VBA
Qualifications
1 5 (33.33%) CISSP
1 5 (33.33%) MCP
1 5 (33.33%) Microsoft Certification
1 5 (33.33%) TOGAF Certification
2 4 (26.67%) Degree
3 2 (13.33%) Computer Science Degree
3 2 (13.33%) Master's Degree
3 2 (13.33%) PhD
4 1 (6.67%) Postgraduate
Quality Assurance & Compliance
1 5 (33.33%) ISO/IEC 27001
1 5 (33.33%) PCI DSS
2 2 (13.33%) GDPR
3 1 (6.67%) Data Quality
Systems Management
1 1 (6.67%) Grafana
Vendors
1 5 (33.33%) Microsoft
1 5 (33.33%) SAP
2 1 (6.67%) Atlassian
2 1 (6.67%) Tableau
2 1 (6.67%) Teradata