Period
to 19 February 2019

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 19 February 2019 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > Buckinghamshire
6 months to
19 Feb 2019
Same period 2018 Same period 2017
Rank 126 155 161
Rank change year-on-year +29 +6 +22
Permanent jobs citing Machine Learning 18 12 10
As % of all permanent IT jobs advertised in Buckinghamshire 0.81% 0.41% 0.35%
As % of the Processes & Methodologies category 0.91% 0.47% 0.39%
Number of salaries quoted 18 8 11
Buckinghamshire median annual salary £65,000 £35,000 £47,500
Median salary % change year-on-year +85.71% -26.32% +18.75%
10th Percentile £37,500 £27,500 £21,250
90th Percentile £89,750 £61,125 £72,500
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -9.09%

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 1,983 2,577 2,583
As % of all permanent IT jobs advertised in Buckinghamshire 89.65% 89.05% 89.78%
Number of salaries quoted 1,567 2,027 2,180
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,750 £24,750 £26,250
90th Percentile £68,750 £62,500 £65,000
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 19 February 2019.

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 19 February 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
Milton Keynes +26 17 £65,000 +20.93% 2
Beaconsfield - 1 £90,000 -
Machine Learning
South East

For the 6 months to 19 February 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 Buckinghamshire region with a requirement for Machine Learning.

1 9 (50.00%) C#
2 8 (44.44%) .NET
2 8 (44.44%) SQL Server
2 8 (44.44%) Amazon AWS
2 8 (44.44%) DevOps
3 7 (38.89%) Python
4 6 (33.33%) Microsoft
4 6 (33.33%) Project Management
4 6 (33.33%) Agile Software Development
4 6 (33.33%) Open Source
4 6 (33.33%) Microsoft Azure
5 5 (27.78%) Software Engineering
5 5 (27.78%) Computer Science
5 5 (27.78%) C++
6 4 (22.22%) SAP
6 4 (22.22%) ITIL
6 4 (22.22%) MCP
6 4 (22.22%) PRINCE2
6 4 (22.22%) CISSP
6 4 (22.22%) Microsoft Certification
6 4 (22.22%) Apache
6 4 (22.22%) TOGAF
6 4 (22.22%) Artificial Intelligence
6 4 (22.22%) Enterprise Architecture
6 4 (22.22%) Management Information System
6 4 (22.22%) LAMP
6 4 (22.22%) PCI DSS
6 4 (22.22%) ISO/IEC 27001
6 4 (22.22%) Degree
6 4 (22.22%) SaaS

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 4 (22.22%) Apache
2 1 (5.56%) Apache Spark
Cloud Services
1 8 (44.44%) Amazon AWS
2 6 (33.33%) Microsoft Azure
3 4 (22.22%) SaaS
4 2 (11.11%) Amazon EC2
4 2 (11.11%) Amazon ELB
4 2 (11.11%) Amazon S3
4 2 (11.11%) Amazon SQS
4 2 (11.11%) AWS CloudFormation
4 2 (11.11%) GitHub
4 2 (11.11%) Google Cloud Platform
4 2 (11.11%) Route 53
4 2 (11.11%) Virtual Private Cloud
Database & Business Intelligence
1 8 (44.44%) SQL Server
2 2 (11.11%) Amazon Aurora
2 2 (11.11%) Amazon RDS
2 2 (11.11%) Big Data
2 2 (11.11%) MySQL
3 1 (5.56%) Apache Hive
3 1 (5.56%) Data Lake
3 1 (5.56%) Data Mining
3 1 (5.56%) Hadoop
Development Applications
1 4 (22.22%) Hudson
2 3 (16.67%) LabVIEW
3 2 (11.11%) Git (software)
3 2 (11.11%) Octopus Deploy
3 2 (11.11%) TeamCity
4 1 (5.56%) Visual Studio
General
1 2 (11.11%) Legal
1 2 (11.11%) Marketing
2 1 (5.56%) Retail
Job Titles
1 4 (22.22%) Architect
1 4 (22.22%) Software Engineer
1 4 (22.22%) Solutions Architect
2 3 (16.67%) Product Manager
3 2 (11.11%) Analyst
3 2 (11.11%) CRM Analyst
3 2 (11.11%) DevOps Engineer
3 2 (11.11%) Lead DevOps
3 2 (11.11%) Lead DevOps Engineer
3 2 (11.11%) Technical Manager
3 2 (11.11%) Technical Product Manager
4 1 (5.56%) CRM Systems Analyst
4 1 (5.56%) Data Scientist
4 1 (5.56%) Developer
4 1 (5.56%) Graduate
4 1 (5.56%) Graduate Programmer
4 1 (5.56%) Junior
4 1 (5.56%) Machine Learning Engineer
4 1 (5.56%) Senior Data Scientist
4 1 (5.56%) Systems Analyst
Libraries, Frameworks & Software Standards
1 8 (44.44%) .NET
2 4 (22.22%) LAMP
3 2 (11.11%) .NET Framework
3 2 (11.11%) HTML
3 2 (11.11%) HTML5
3 2 (11.11%) Natural Language Processing
3 2 (11.11%) OpenCV
4 1 (5.56%) ASP.NET
4 1 (5.56%) WinForms
4 1 (5.56%) WPF
Miscellaneous
1 4 (22.22%) Algorithms
1 4 (22.22%) Management Information System
2 2 (11.11%) Analytical Skills
3 1 (5.56%) Analytical Mindset
3 1 (5.56%) Media Streaming
3 1 (5.56%) Music Streaming
3 1 (5.56%) N-Tier
3 1 (5.56%) Social Media
Operating Systems
1 1 (5.56%) Windows
Processes & Methodologies
1 8 (44.44%) DevOps
2 6 (33.33%) Agile Software Development
2 6 (33.33%) Open Source
2 6 (33.33%) Project Management
3 5 (27.78%) Computer Science
3 5 (27.78%) Software Engineering
4 4 (22.22%) Artificial Intelligence
4 4 (22.22%) Cybersecurity
4 4 (22.22%) Enterprise Architecture
4 4 (22.22%) IT Strategy
4 4 (22.22%) ITIL
4 4 (22.22%) ITIL V3
4 4 (22.22%) Minimum Viable Product
4 4 (22.22%) PRINCE2
4 4 (22.22%) Programme Delivery
4 4 (22.22%) Technical Leadership
4 4 (22.22%) Test Automation
4 4 (22.22%) TOGAF
4 4 (22.22%) Waterfall
5 3 (16.67%) Computer Vision
Programming Languages
1 9 (50.00%) C#
2 7 (38.89%) Python
3 5 (27.78%) C++
4 3 (16.67%) C
4 3 (16.67%) MATLAB
4 3 (16.67%) SQL
5 2 (11.11%) Bash Shell
5 2 (11.11%) Java
5 2 (11.11%) PowerShell
5 2 (11.11%) Ruby
6 1 (5.56%) R
6 1 (5.56%) VB.NET
Qualifications
1 4 (22.22%) CISSP
1 4 (22.22%) Degree
1 4 (22.22%) MCP
1 4 (22.22%) Microsoft Certification
1 4 (22.22%) TOGAF Certification
2 2 (11.11%) Computer Science Degree
2 2 (11.11%) Master's Degree
3 1 (5.56%) Numerate Degree
3 1 (5.56%) PhD
Quality Assurance & Compliance
1 4 (22.22%) ISO/IEC 27001
1 4 (22.22%) PCI DSS
2 2 (11.11%) Data Quality
2 2 (11.11%) GDPR
Systems Management
1 2 (11.11%) Ansible
1 2 (11.11%) Opscode Chef
1 2 (11.11%) Packer
1 2 (11.11%) Puppet
1 2 (11.11%) Terraform
Vendors
1 6 (33.33%) Microsoft
2 4 (22.22%) SAP