Period
to 29 March 2020

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Milton Keynes. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 29 March 2020 with a comparison to the same period over the previous 2 years.

Data Structures
Buckinghamshire > Milton Keynes
6 months to
29 Mar 2020
Same period 2019 Same period 2018
Rank 89 107 120
Rank change year-on-year +18 +13 -18
Permanent jobs citing Data Structures 10 8 6
As % of all permanent jobs advertised in Milton Keynes 0.88% 0.53% 0.38%
As % of the Miscellaneous category 2.16% 1.51% 1.27%
Number of salaries quoted 10 7 6
Median annual salary £57,500 £55,000 £50,250
Median salary % change year-on-year +4.55% +9.45% +42.13%
10th Percentile £31,925 £44,000 £31,453
90th Percentile £61,375 £60,000 £55,500
Buckinghamshire median annual salary £57,500 £52,500 £49,000
% change year-on-year +9.52% +7.14% +38.59%

Data Structures is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Milton Keynes with a requirement for generic IT skills.

All Generic IT Skills
Milton Keynes
Permanent vacancies with a requirement for generic IT skills 462 530 472
As % of all permanent IT jobs advertised in Milton Keynes 40.63% 34.82% 29.72%
Number of salaries quoted 365 341 354
Median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% +1.18%
10th Percentile £27,500 £25,000 £24,644
90th Percentile £75,000 £68,750 £65,000
Buckinghamshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -

Data Structures
Job Vacancy Trend in Milton Keynes

Job postings citing Data Structures as a proportion of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Data Structures in Milton Keynes

Data Structures
Salary Trend in Milton Keynes

3-month moving average salary quoted in jobs citing Data Structures in Milton Keynes.

Salary trend for Data Structures in Milton Keynes

Data Structures
Salary Histogram in Milton Keynes

Salary distribution for jobs citing Data Structures in Milton Keynes over the 6 months to 29 March 2020.

Salary histogram for Data Structures in Milton Keynes

For the 6 months to 29 March 2020, IT jobs citing Data Structures 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 Milton Keynes region with a requirement for Data Structures.

1 8 (80.00%) SQL
2 7 (70.00%) Oracle
2 7 (70.00%) SQL Server
3 6 (60.00%) Hibernate
3 6 (60.00%) Java
3 6 (60.00%) Relational Database
4 5 (50.00%) AngularJS
4 5 (50.00%) Node.js
4 5 (50.00%) Multithreading
4 5 (50.00%) RESTful
4 5 (50.00%) Microservices
4 5 (50.00%) Spring Boot
4 5 (50.00%) Concurrent Programming
4 5 (50.00%) Spring Cloud
4 5 (50.00%) JavaScript
4 5 (50.00%) MySQL
4 5 (50.00%) Linux
4 5 (50.00%) Spring
5 4 (40.00%) TDD
5 4 (40.00%) Apache Flex
5 4 (40.00%) Law
5 4 (40.00%) Tomcat
5 4 (40.00%) Servlets
5 4 (40.00%) Kubernetes
5 4 (40.00%) Electron Framework
5 4 (40.00%) Police
5 4 (40.00%) PostgreSQL
5 4 (40.00%) Asset Management
5 4 (40.00%) RabbitMQ
5 4 (40.00%) Kafka

Data Structures
Co-occurring IT Skills in Milton Keynes 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 (40.00%) Tomcat
2 1 (10.00%) Oracle Workflow
Applications
1 1 (10.00%) Microsoft Excel
Business Applications
1 1 (10.00%) Oracle 11i
1 1 (10.00%) Oracle EBS
1 1 (10.00%) Oracle EBS R12
1 1 (10.00%) Oracle Financials
1 1 (10.00%) SAP ERP
Cloud Services
1 3 (30.00%) AWS
2 1 (10.00%) Amazon Cognito
2 1 (10.00%) Amazon S3
2 1 (10.00%) AWS Lambda
2 1 (10.00%) Azure
2 1 (10.00%) Cloud Computing
2 1 (10.00%) GCP
2 1 (10.00%) Serverless
Database & Business Intelligence
1 7 (70.00%) SQL Server
2 6 (60.00%) Relational Database
3 5 (50.00%) MySQL
4 4 (40.00%) PostgreSQL
5 2 (20.00%) Data Warehouse
6 1 (10.00%) Amazon DynamoDB
6 1 (10.00%) Azure SQL Database
6 1 (10.00%) BigQuery
6 1 (10.00%) BusinessObjects
6 1 (10.00%) Enterprise Data Warehouse
6 1 (10.00%) Oracle BI Publisher
6 1 (10.00%) Oracle Reports
6 1 (10.00%) RDBMS
6 1 (10.00%) SAP BW
6 1 (10.00%) SQL Server Integration Services
Development Applications
1 1 (10.00%) Git (software)
1 1 (10.00%) Oracle Forms
General
1 4 (40.00%) Law
1 4 (40.00%) Police
2 2 (20.00%) Finance
3 1 (10.00%) Games
3 1 (10.00%) Retail
Job Titles
1 7 (70.00%) Developer
2 5 (50.00%) Angular Developer
3 4 (40.00%) Cloud Developer
3 4 (40.00%) Java Developer
4 2 (20.00%) Analyst
5 1 (10.00%) .NET Developer
5 1 (10.00%) Business Systems Analyst
5 1 (10.00%) Data Programmer
5 1 (10.00%) Data Warehouse Developer
5 1 (10.00%) Functional Analyst
5 1 (10.00%) Java Engineer
5 1 (10.00%) Oracle Analyst
5 1 (10.00%) Programmer
5 1 (10.00%) Senior Java Engineer
5 1 (10.00%) SQL Developer
5 1 (10.00%) SQL Programmer
5 1 (10.00%) SQL Server Data Warehouse Developer
5 1 (10.00%) SQL Server Developer
5 1 (10.00%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (60.00%) Hibernate
2 5 (50.00%) AngularJS
2 5 (50.00%) Node.js
2 5 (50.00%) RESTful
2 5 (50.00%) Spring
2 5 (50.00%) Spring Boot
2 5 (50.00%) Spring Cloud
3 4 (40.00%) Apache Flex
3 4 (40.00%) Electron Framework
3 4 (40.00%) Kafka
3 4 (40.00%) RabbitMQ
3 4 (40.00%) Servlets
4 2 (20.00%) XML
5 1 (10.00%) .NET
5 1 (10.00%) JSON
5 1 (10.00%) ODBC
5 1 (10.00%) REST
5 1 (10.00%) Unity (Game Engine)
5 1 (10.00%) Web Services
Miscellaneous
1 1 (10.00%) Algorithms
1 1 (10.00%) Analytical Skills
1 1 (10.00%) Client/Server
1 1 (10.00%) iPhone
1 1 (10.00%) Mobile App
1 1 (10.00%) Online Games
Operating Systems
1 5 (50.00%) Linux
2 1 (10.00%) Android
Processes & Methodologies
1 5 (50.00%) Concurrent Programming
1 5 (50.00%) Microservices
1 5 (50.00%) Multithreading
2 4 (40.00%) Asset Management
2 4 (40.00%) TDD
3 2 (20.00%) Data Modelling
3 2 (20.00%) ERP
3 2 (20.00%) ETL
3 2 (20.00%) OO
3 2 (20.00%) Problem-Solving
3 2 (20.00%) Software Engineering
4 1 (10.00%) Agile Software Development
4 1 (10.00%) Business Intelligence
4 1 (10.00%) Data Analysis
4 1 (10.00%) E-Commerce
4 1 (10.00%) OOD
4 1 (10.00%) Sequence Diagram
4 1 (10.00%) SOA
4 1 (10.00%) Systems Thinking
4 1 (10.00%) UML
Programming Languages
1 8 (80.00%) SQL
2 6 (60.00%) Java
3 5 (50.00%) JavaScript
4 2 (20.00%) C#
5 1 (10.00%) Java 8
5 1 (10.00%) PL/SQL
5 1 (10.00%) Python
5 1 (10.00%) VBA
Qualifications
1 1 (10.00%) Degree
1 1 (10.00%) Security Cleared
System Software
1 4 (40.00%) Docker
Systems Management
1 4 (40.00%) Kubernetes
Vendors
1 7 (70.00%) Oracle
2 2 (20.00%) Salesforce.com
2 2 (20.00%) Tableau
3 1 (10.00%) Cognos
3 1 (10.00%) Google
3 1 (10.00%) IBM
3 1 (10.00%) Microsoft
3 1 (10.00%) SAP
3 1 (10.00%) Teradata