Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > Buckinghamshire
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 146 153 175
Rank change year-on-year +7 +22 -
Permanent jobs citing Machine Learning 19 19 6
As % of all permanent IT jobs advertised in Buckinghamshire 0.66% 0.64% 0.18%
As % of the Processes & Methodologies category 0.75% 0.72% 0.21%
Number of salaries quoted 18 36 16
Buckinghamshire median annual salary £56,250 £40,000 £22,500
Median salary % change year-on-year +40.63% +77.78% -
10th Percentile £32,058 £36,250 £21,250
90th Percentile £61,000 £60,000 £23,750
South East median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +15.38%

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 2,518 2,649 2,868
As % of all permanent IT jobs advertised in Buckinghamshire 87.80% 89.74% 87.98%
Number of salaries quoted 2,075 2,118 2,319
Buckinghamshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £63,750 £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 16 July 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 16 July 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 +8 14 £57,500 +43.75% 2
Marlow - 2 £50,000 -
Amersham - 1 £62,500 -
Machine Learning
South East

For the 6 months to 16 July 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 16 (84.21%) Analytics
2 14 (73.68%) Data Science
3 12 (63.16%) Mathematics
3 12 (63.16%) SQL
4 11 (57.89%) Computer Science
5 9 (47.37%) Data Analytics
5 9 (47.37%) R
6 8 (42.11%) Hadoop
6 8 (42.11%) Amazon AWS
6 8 (42.11%) Python
7 7 (36.84%) SAS
7 7 (36.84%) Degree
7 7 (36.84%) Amazon S3
7 7 (36.84%) Predictive Analytics
7 7 (36.84%) Scala
7 7 (36.84%) Big Data
7 7 (36.84%) Apache Spark
8 6 (31.58%) Cybersecurity
8 6 (31.58%) MongoDB
9 5 (26.32%) Inversion of Control
9 5 (26.32%) Predictive Modelling
9 5 (26.32%) Algorithms
9 5 (26.32%) Distributed Ledger
9 5 (26.32%) Digital Economy
9 5 (26.32%) VLE
9 5 (26.32%) Internet
10 4 (21.05%) Business Intelligence
10 4 (21.05%) Microsoft
10 4 (21.05%) Power BI
10 4 (21.05%) Microsoft Azure

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 7 (36.84%) Apache Spark
1 7 (36.84%) SAS
2 2 (10.53%) SharePoint
3 1 (5.26%) Apache
3 1 (5.26%) Confluence
3 1 (5.26%) Elasticsearch
Applications
1 2 (10.53%) Microsoft Excel
2 1 (5.26%) Microsoft PowerPoint
2 1 (5.26%) SPSS
Business Applications
1 5 (26.32%) Distributed Ledger
Cloud Services
1 8 (42.11%) Amazon AWS
2 7 (36.84%) Amazon S3
3 4 (21.05%) Microsoft Azure
4 3 (15.79%) Azure Data Factory
5 2 (10.53%) Office 365
5 2 (10.53%) SaaS
6 1 (5.26%) Amazon EC2
6 1 (5.26%) Amazon SQS
Communications & Networking
1 5 (26.32%) Internet
2 1 (5.26%) SMS
Database & Business Intelligence
1 8 (42.11%) Hadoop
2 7 (36.84%) Big Data
3 6 (31.58%) MongoDB
4 4 (21.05%) Power BI
5 3 (15.79%) SQL Server
5 3 (15.79%) SQL Server Analysis Services
5 3 (15.79%) SQL Server Integration Services
5 3 (15.79%) SQL Server Reporting Services
6 2 (10.53%) Azure SQL Database
6 2 (10.53%) Data Lake
7 1 (5.26%) Amazon DynamoDB
7 1 (5.26%) Amazon RDS
7 1 (5.26%) Azure SQL Data Warehouse
7 1 (5.26%) Data Warehouse
7 1 (5.26%) MySQL
7 1 (5.26%) PostgreSQL
7 1 (5.26%) Redis
7 1 (5.26%) Relational Database
Development Applications
1 2 (10.53%) JIRA
2 1 (5.26%) Atlassian Bamboo
2 1 (5.26%) Git (software)
2 1 (5.26%) IntelliJ
General
1 5 (26.32%) Digital Economy
2 3 (15.79%) Advertising
3 2 (10.53%) Marketing
Job Titles
1 8 (42.11%) Data Scientist
2 3 (15.79%) Analytics Consultant
2 3 (15.79%) Business Intelligence Consultant
2 3 (15.79%) Consultant
2 3 (15.79%) Data Analytics Consultant
2 3 (15.79%) Data Consultant
2 3 (15.79%) Power BI Consultant
3 2 (10.53%) Analyst
3 2 (10.53%) Azure Consultant
4 1 (5.26%) Architect
4 1 (5.26%) AWS Engineer
4 1 (5.26%) Data Analyst
4 1 (5.26%) ETL Consultant
4 1 (5.26%) Java Engineer
4 1 (5.26%) Marketing Analyst
4 1 (5.26%) Marketing Specialist
4 1 (5.26%) Senior Data Scientist
4 1 (5.26%) Senior Java Engineer
4 1 (5.26%) Solutions Architect
4 1 (5.26%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 2 (10.53%) MDX
2 1 (5.26%) .NET
2 1 (5.26%) CSS
2 1 (5.26%) Elastic Stack
2 1 (5.26%) Grails
2 1 (5.26%) Hibernate
2 1 (5.26%) HTML
2 1 (5.26%) jQuery
2 1 (5.26%) LAMP
2 1 (5.26%) REST
2 1 (5.26%) SOAP
2 1 (5.26%) Spring
2 1 (5.26%) Spring Boot
Miscellaneous
1 11 (57.89%) Computer Science
2 5 (26.32%) Algorithms
2 5 (26.32%) VLE
3 2 (10.53%) Analytical Skills
4 1 (5.26%) Blog
4 1 (5.26%) Management Information System
4 1 (5.26%) Minimum Viable Product
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Ubuntu
Processes & Methodologies
1 16 (84.21%) Analytics
2 14 (73.68%) Data Science
3 12 (63.16%) Mathematics
4 9 (47.37%) Data Analytics
5 7 (36.84%) Predictive Analytics
6 6 (31.58%) Cybersecurity
7 5 (26.32%) Inversion of Control
7 5 (26.32%) Predictive Modelling
8 4 (21.05%) Business Intelligence
9 3 (15.79%) ETL
10 2 (10.53%) Agile Software Development
10 2 (10.53%) Project Management
11 1 (5.26%) Artificial Intelligence
11 1 (5.26%) Economics
11 1 (5.26%) Enterprise Architecture
11 1 (5.26%) Physics
11 1 (5.26%) Scrum
11 1 (5.26%) Software Engineering
11 1 (5.26%) Stakeholder Management
11 1 (5.26%) TOGAF
Programming Languages
1 12 (63.16%) SQL
2 9 (47.37%) R
3 8 (42.11%) Python
4 7 (36.84%) Scala
5 2 (10.53%) Data Analysis Expressions (DAX)
6 1 (5.26%) C#
6 1 (5.26%) Clojure
6 1 (5.26%) Groovy
6 1 (5.26%) Java
6 1 (5.26%) JavaScript
6 1 (5.26%) Kotlin
Qualifications
1 7 (36.84%) Degree
2 1 (5.26%) CISSP
2 1 (5.26%) MCP
2 1 (5.26%) Microsoft Certification
2 1 (5.26%) PhD
2 1 (5.26%) Postgraduate
2 1 (5.26%) TOGAF Certification
Quality Assurance & Compliance
1 1 (5.26%) ISO/IEC 27001
1 1 (5.26%) PCI DSS
Systems Management
1 1 (5.26%) Grafana
Vendors
1 4 (21.05%) Microsoft
2 3 (15.79%) Tableau
3 1 (5.26%) Alteryx
3 1 (5.26%) Atlassian
3 1 (5.26%) SAP
3 1 (5.26%) Teradata