Period
to 9 December 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Oxfordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 9 December 2018 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Oxfordshire
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 117 161 156
Rank change year-on-year +44 -5 -13
Permanent jobs citing Data Structures 41 11 18
As % of all permanent IT jobs advertised in Oxfordshire 1.63% 0.36% 0.63%
As % of the Miscellaneous category 4.03% 0.97% 1.60%
Number of salaries quoted 30 10 16
Oxfordshire median annual salary £67,500 £55,000 £58,500
Median salary % change year-on-year +22.73% -5.98% +80.00%
10th Percentile £42,500 £51,150 £36,000
90th Percentile £100,000 £80,250 £88,750
South East median annual salary £53,500 £50,000 £42,500
% change year-on-year +7.00% +17.65% -5.56%

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 Oxfordshire with a requirement for generic IT skills.

All Generic IT Skills
Oxfordshire
Permanent vacancies with a requirement for generic IT skills 1,018 1,129 1,122
As % of all permanent IT jobs advertised in Oxfordshire 40.38% 36.64% 39.31%
Number of salaries quoted 829 872 860
Oxfordshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +10.47%
10th Percentile £31,250 £26,250 £27,500
90th Percentile £77,500 £72,500 £68,750
South East median annual salary £48,507 £45,000 £45,000
% change year-on-year +7.79% - -

Data Structures
Job Vacancy Trend in Oxfordshire

Job postings citing Data Structures as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Data Structures in Oxfordshire

Data Structures
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Structures in Oxfordshire.

Salary trend for Data Structures in Oxfordshire

Data Structures
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Data Structures in Oxfordshire over the 6 months to 9 December 2018.

Salary histogram for Data Structures in Oxfordshire

Data Structures
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Oxfordshire region over the 6 months to 9 December 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
Oxford +38 34 £67,500 - 2
Data Structures
South East

For the 6 months to 9 December 2018, 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 Oxfordshire region with a requirement for Data Structures.

1 30 (73.17%) Computer Science
2 28 (68.29%) Software Engineering
3 23 (56.10%) Algorithms
4 22 (53.66%) C++
5 20 (48.78%) JavaScript
6 18 (43.90%) Android
6 18 (43.90%) RESTful
6 18 (43.90%) Apple iOS
7 17 (41.46%) Java
8 16 (39.02%) CSS
8 16 (39.02%) JSON
9 14 (34.15%) Mathematics
9 14 (34.15%) Finance
9 14 (34.15%) PhD
9 14 (34.15%) Parallel Computing
9 14 (34.15%) Analytical Skills
9 14 (34.15%) Conceptual Models
10 11 (26.83%) Artificial Intelligence
11 10 (24.39%) Ruby
11 10 (24.39%) Git (software)
11 10 (24.39%) Benchmarking
11 10 (24.39%) Front End Development
11 10 (24.39%) Isomorphic JavaScript
11 10 (24.39%) Blockchain
11 10 (24.39%) React
11 10 (24.39%) React Native
11 10 (24.39%) Translating Business Requirements
11 10 (24.39%) Sass
11 10 (24.39%) LESS
11 10 (24.39%) Wireframes

Data Structures
Co-occurring IT Skills in Oxfordshire 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 1 (2.44%) Apache Spark
Cloud Services
1 6 (14.63%) Amazon AWS
Communications & Networking
1 1 (2.44%) HTTP
Database & Business Intelligence
1 10 (24.39%) Blockchain
2 8 (19.51%) MySQL
3 7 (17.07%) MongoDB
4 6 (14.63%) Amazon DynamoDB
5 1 (2.44%) Apache Cassandra
5 1 (2.44%) Apache Hive
5 1 (2.44%) Big Data
5 1 (2.44%) Hadoop
5 1 (2.44%) NoSQL
5 1 (2.44%) RDBMS
5 1 (2.44%) Relational Database
Development Applications
1 10 (24.39%) Git (software)
2 7 (17.07%) Jenkins
2 7 (17.07%) Maven
3 1 (2.44%) Gatling
3 1 (2.44%) Gradle
3 1 (2.44%) JMeter
3 1 (2.44%) JUnit
3 1 (2.44%) LoadRunner
3 1 (2.44%) NUnit
3 1 (2.44%) Octopus Deploy
3 1 (2.44%) The Grinder
3 1 (2.44%) Travis CI
3 1 (2.44%) Visual Studio Team System
General
1 14 (34.15%) Finance
2 1 (2.44%) Retail
Job Titles
1 25 (60.98%) Software Engineer
2 19 (46.34%) Developer
3 14 (34.15%) C++ Software Engineer
3 14 (34.15%) Developer/Software Engineer
4 13 (31.71%) JavaScript Engineer
5 8 (19.51%) Applications Developer
5 8 (19.51%) Applications Engineer
5 8 (19.51%) iOS Developer
5 8 (19.51%) iOS Software Engineer
5 8 (19.51%) Mobile Applications Developer
5 8 (19.51%) Mobile Developer
5 8 (19.51%) Mobile Engineer
5 8 (19.51%) Mobile Software Engineer
5 8 (19.51%) Objective-C Developer
5 8 (19.51%) Objective-C Engineer
5 8 (19.51%) Software Developer
6 6 (14.63%) Senior Developer
6 6 (14.63%) Senior Software Developer
6 6 (14.63%) Senior Software Engineer
7 5 (12.20%) C++ Developer
Libraries, Frameworks & Software Standards
1 18 (43.90%) RESTful
2 16 (39.02%) CSS
2 16 (39.02%) JSON
3 10 (24.39%) Immutable.js
3 10 (24.39%) LESS
3 10 (24.39%) React
3 10 (24.39%) React Native
3 10 (24.39%) Sass
4 8 (19.51%) Cocoa
5 7 (17.07%) HTML
5 7 (17.07%) Web Services
6 6 (14.63%) AngularJS
6 6 (14.63%) Elastic Stack
6 6 (14.63%) Spring
6 6 (14.63%) Spring Boot
6 6 (14.63%) Spring Cloud
7 2 (4.88%) REST
8 1 (2.44%) Kafka
8 1 (2.44%) Ruby on Rails
8 1 (2.44%) Torch
Miscellaneous
1 23 (56.10%) Algorithms
2 14 (34.15%) Analytical Skills
3 1 (2.44%) Client/Server
Operating Systems
1 18 (43.90%) Android
1 18 (43.90%) Apple iOS
2 9 (21.95%) Linux
3 8 (19.51%) Unix
Processes & Methodologies
1 30 (73.17%) Computer Science
2 28 (68.29%) Software Engineering
3 14 (34.15%) Conceptual Models
3 14 (34.15%) Mathematics
3 14 (34.15%) Parallel Computing
4 11 (26.83%) Artificial Intelligence
5 10 (24.39%) Benchmarking
5 10 (24.39%) Front End Development
5 10 (24.39%) Isomorphic JavaScript
5 10 (24.39%) Translating Business Requirements
5 10 (24.39%) Wireframes
6 8 (19.51%) Coaching
6 8 (19.51%) iOS Development
6 8 (19.51%) Mentoring
6 8 (19.51%) Mobile Development
6 8 (19.51%) OO
6 8 (19.51%) OOP
7 7 (17.07%) Agile Software Development
8 6 (14.63%) Continuous Integration
8 6 (14.63%) Pair Programming
Programming Languages
1 22 (53.66%) C++
2 20 (48.78%) JavaScript
3 17 (41.46%) Java
4 10 (24.39%) Ruby
5 9 (21.95%) C#
6 8 (19.51%) Apple Swift
6 8 (19.51%) Kotlin
6 8 (19.51%) Objective-C
6 8 (19.51%) PHP
7 6 (14.63%) Java 8
8 2 (4.88%) Python
9 1 (2.44%) Groovy
9 1 (2.44%) Julia
9 1 (2.44%) MATLAB
9 1 (2.44%) Perl
9 1 (2.44%) PL/SQL
9 1 (2.44%) PowerShell
9 1 (2.44%) R
9 1 (2.44%) SQL
Qualifications
1 14 (34.15%) PhD
2 7 (17.07%) Degree
3 1 (2.44%) Computer Science Degree
Systems Management
1 6 (14.63%) Packer
1 6 (14.63%) Terraform
Vendors
1 1 (2.44%) GUPTA
1 1 (2.44%) Oracle