Period
to 18 August 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Berkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 18 August 2018 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Berkshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 255 227 294
Rank change year-on-year -28 +67 -7
Permanent jobs citing Data Structures 16 39 30
As % of all permanent IT jobs advertised in Berkshire 0.24% 0.60% 0.33%
As % of the Miscellaneous category 0.59% 1.50% 0.77%
Number of salaries quoted 14 33 28
Berkshire median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +3.77%
10th Percentile £26,425 £36,250 £32,500
90th Percentile £66,375 £74,500 £60,000
South East median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% -

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 Berkshire with a requirement for generic IT skills.

All Generic IT Skills
Berkshire
Permanent vacancies with a requirement for generic IT skills 2,704 2,595 3,881
As % of all permanent IT jobs advertised in Berkshire 41.05% 40.22% 42.88%
Number of salaries quoted 2,192 1,972 3,092
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £28,250 £27,500 £28,750
90th Percentile £72,500 £72,500 £72,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Data Structures
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Structures in Berkshire

Data Structures
Salary Trend in Berkshire

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

Salary trend for Data Structures in Berkshire

Data Structures
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Structures in Berkshire over the 6 months to 18 August 2018.

Salary histogram for Data Structures in Berkshire

Data Structures
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Berkshire region over the 6 months to 18 August 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
Slough +1 4 £60,000 +50.00% 1
Newbury -3 3 £26,500 -32.05% 1
Bracknell - 3 £60,000 -
Maidenhead - 2 £73,750 -
Reading +8 1 £57,500 - 2
Wokingham - 1 - -
Data Structures
South East

For the 6 months to 18 August 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 Berkshire region with a requirement for Data Structures.

1 10 (62.50%) Agile Software Development
2 9 (56.25%) Degree
3 8 (50.00%) Finance
4 7 (43.75%) Python
4 7 (43.75%) Computer Science
5 6 (37.50%) Git (software)
5 6 (37.50%) AngularJS
5 6 (37.50%) Jenkins
5 6 (37.50%) Algorithms
5 6 (37.50%) Java
6 5 (31.25%) JavaScript
6 5 (31.25%) Data Warehouse
6 5 (31.25%) Root Cause Analysis
6 5 (31.25%) Test Automation
6 5 (31.25%) Fintech
6 5 (31.25%) Computer Science Degree
7 4 (25.00%) Problem-Solving
7 4 (25.00%) BusinessObjects Web Intelligence
7 4 (25.00%) MDX
7 4 (25.00%) Maven
7 4 (25.00%) Waterfall
7 4 (25.00%) Performance Tuning
7 4 (25.00%) SAP CO
7 4 (25.00%) Subversion
7 4 (25.00%) SAP FI/CO
7 4 (25.00%) CRM
7 4 (25.00%) ITIL
7 4 (25.00%) SQL
7 4 (25.00%) ABAP
7 4 (25.00%) SAP

Data Structures
Co-occurring IT Skills in Berkshire 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 (6.25%) Ethereum
1 1 (6.25%) Tomcat
Business Applications
1 4 (25.00%) SAP CO
1 4 (25.00%) SAP FI
1 4 (25.00%) SAP FI/CO
2 1 (6.25%) Distributed Ledger
Cloud Services
1 3 (18.75%) Amazon AWS
2 2 (12.50%) Microsoft Azure
3 1 (6.25%) GitHub
3 1 (6.25%) IaaS
3 1 (6.25%) Serverless
Communications & Networking
1 1 (6.25%) DNS
1 1 (6.25%) IPFS
1 1 (6.25%) TCP/IP
Database & Business Intelligence
1 5 (31.25%) Data Warehouse
2 4 (25.00%) BusinessObjects
2 4 (25.00%) BusinessObjects Web Intelligence
2 4 (25.00%) SAP BW
3 2 (12.50%) Relational Database
4 1 (6.25%) Amazon Aurora
4 1 (6.25%) Big Data
4 1 (6.25%) Blockchain
4 1 (6.25%) Data Lake
4 1 (6.25%) MongoDB
4 1 (6.25%) OLAP
4 1 (6.25%) OLAP Cube
4 1 (6.25%) PostgreSQL
4 1 (6.25%) Redis
4 1 (6.25%) SQL Server
Development Applications
1 6 (37.50%) Git (software)
1 6 (37.50%) Jenkins
2 4 (25.00%) Maven
2 4 (25.00%) Subversion
3 3 (18.75%) Selenium
4 1 (6.25%) Eclipse
4 1 (6.25%) Gradle
4 1 (6.25%) IntelliJ
General
1 8 (50.00%) Finance
2 1 (6.25%) Banking
Job Titles
1 8 (50.00%) Developer
2 6 (37.50%) Analyst
3 5 (31.25%) Java Developer
4 4 (25.00%) Programmer
4 4 (25.00%) SAP Analyst
4 4 (25.00%) SAP BW Analyst
4 4 (25.00%) Systems Analyst
5 3 (18.75%) Architect
5 3 (18.75%) Graduate
5 3 (18.75%) Graduate Developer
5 3 (18.75%) Graduate Java Developer
6 2 (12.50%) Analyst Developer
6 2 (12.50%) Analyst Programmer
6 2 (12.50%) Developer Analyst
6 2 (12.50%) Java Developer - Fintech
6 2 (12.50%) Java Programmer
7 1 (6.25%) Blockchain Architect
7 1 (6.25%) Blockchain Lead
7 1 (6.25%) Python Engineer
7 1 (6.25%) Reliability Engineer
Libraries, Frameworks & Software Standards
1 6 (37.50%) AngularJS
2 4 (25.00%) MDX
3 3 (18.75%) jQuery
3 3 (18.75%) Spring
4 2 (12.50%) CSS
4 2 (12.50%) Django
4 2 (12.50%) EJB
4 2 (12.50%) EJB 3.0
4 2 (12.50%) RESTful
4 2 (12.50%) Twitter Bootstrap
5 1 (6.25%) .NET
5 1 (6.25%) CSS3
5 1 (6.25%) Hibernate
5 1 (6.25%) HTML
5 1 (6.25%) HTML5
5 1 (6.25%) React
5 1 (6.25%) Redux
5 1 (6.25%) REST
5 1 (6.25%) Truffle
5 1 (6.25%) Vue.js
Miscellaneous
1 7 (43.75%) Computer Science
2 6 (37.50%) Algorithms
3 5 (31.25%) Fintech
4 2 (12.50%) Analytical Skills
4 2 (12.50%) Derivative
4 2 (12.50%) Market Risk
5 1 (6.25%) Bitcoin
5 1 (6.25%) Blog
5 1 (6.25%) Enterprise Software
5 1 (6.25%) Foreign Exchange (FX)
5 1 (6.25%) Greenfield Project
Operating Systems
1 3 (18.75%) Linux
Processes & Methodologies
1 10 (62.50%) Agile Software Development
2 5 (31.25%) Root Cause Analysis
2 5 (31.25%) Test Automation
3 4 (25.00%) CRM
3 4 (25.00%) ITIL
3 4 (25.00%) Performance Tuning
3 4 (25.00%) Problem-Solving
3 4 (25.00%) Waterfall
4 3 (18.75%) Analytics
4 3 (18.75%) Complexity Analysis
4 3 (18.75%) E-Commerce
4 3 (18.75%) OO
4 3 (18.75%) OOD
4 3 (18.75%) Software Engineering
5 2 (12.50%) Financial Modelling
5 2 (12.50%) Mathematics
5 2 (12.50%) Multithreading
5 2 (12.50%) Physics
5 2 (12.50%) Statistics
5 2 (12.50%) Web Development
Programming Languages
1 7 (43.75%) Python
2 6 (37.50%) Java
3 5 (31.25%) JavaScript
4 4 (25.00%) ABAP
4 4 (25.00%) SQL
5 3 (18.75%) C#
6 2 (12.50%) C
6 2 (12.50%) C++
6 2 (12.50%) Go
6 2 (12.50%) R
7 1 (6.25%) Kotlin
7 1 (6.25%) Solidity
Qualifications
1 9 (56.25%) Degree
2 5 (31.25%) Computer Science Degree
3 2 (12.50%) Master's Degree
3 2 (12.50%) Numerate Degree
Quality Assurance & Compliance
1 3 (18.75%) QA
System Software
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) Consul
1 1 (6.25%) Docker Swarm
1 1 (6.25%) Kubernetes
Vendors
1 4 (25.00%) SAP
2 1 (6.25%) Tableau
2 1 (6.25%) Talend