Period
to 15 October 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 15 October 2018 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Berkshire
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 238 216 265
Rank change year-on-year -22 +49 +45
Permanent jobs citing Data Structures 22 42 38
As % of all permanent IT jobs advertised in Berkshire 0.34% 0.69% 0.44%
As % of the Miscellaneous category 0.81% 1.67% 1.03%
Number of salaries quoted 21 39 34
Berkshire median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £25,750 £29,400 £32,500
90th Percentile £63,000 £75,000 £60,000
South East median annual salary £52,500 £50,000 £45,750
% change year-on-year +5.00% +9.29% +1.67%

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 2,518 3,676
As % of all permanent IT jobs advertised in Berkshire 42.35% 41.41% 42.51%
Number of salaries quoted 2,171 1,924 2,864
Berkshire median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% -
10th Percentile £27,500 £27,500 £29,000
90th Percentile £73,750 £72,500 £73,750
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 15 October 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 15 October 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 8 £60,000 +50.00% 1
Newbury +10 5 £26,500 -32.05%
Reading -3 3 £35,000 -41.67% 3
Bracknell - 3 £60,000 - 1
Maidenhead - 2 £73,750 -
Wokingham +4 1 - -
Data Structures
South East

For the 6 months to 15 October 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 13 (59.09%) Agile Software Development
2 11 (50.00%) Finance
3 9 (40.91%) Data Warehouse
3 9 (40.91%) Root Cause Analysis
4 8 (36.36%) Performance Tuning
4 8 (36.36%) MDX
4 8 (36.36%) BusinessObjects Web Intelligence
4 8 (36.36%) Waterfall
4 8 (36.36%) BusinessObjects
4 8 (36.36%) SAP BW
4 8 (36.36%) SAP FI
4 8 (36.36%) ABAP
4 8 (36.36%) SAP
4 8 (36.36%) ITIL
4 8 (36.36%) SAP FI/CO
4 8 (36.36%) SAP CO
5 7 (31.82%) Java
5 7 (31.82%) Degree
5 7 (31.82%) Algorithms
6 6 (27.27%) CRM
7 5 (22.73%) Python
7 5 (22.73%) SQL
7 5 (22.73%) Relational Database
8 4 (18.18%) Jenkins
8 4 (18.18%) Fintech
8 4 (18.18%) AngularJS
8 4 (18.18%) Computer Science
8 4 (18.18%) Git (software)
8 4 (18.18%) .NET
8 4 (18.18%) SQL Server

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 (4.55%) Ethereum
1 1 (4.55%) Tomcat
Business Applications
1 8 (36.36%) SAP CO
1 8 (36.36%) SAP FI
1 8 (36.36%) SAP FI/CO
2 1 (4.55%) Distributed Ledger
Cloud Services
1 3 (13.64%) Amazon AWS
2 2 (9.09%) Microsoft Azure
3 1 (4.55%) GitHub
3 1 (4.55%) IaaS
3 1 (4.55%) Serverless
Communications & Networking
1 1 (4.55%) DNS
1 1 (4.55%) IPFS
1 1 (4.55%) TCP/IP
Database & Business Intelligence
1 9 (40.91%) Data Warehouse
2 8 (36.36%) BusinessObjects
2 8 (36.36%) BusinessObjects Web Intelligence
2 8 (36.36%) SAP BW
3 5 (22.73%) Relational Database
4 4 (18.18%) SQL Server
5 3 (13.64%) SQL Server 2005
5 3 (13.64%) SQL Server 2008
5 3 (13.64%) SQL Server Analysis Services
5 3 (13.64%) SQL Server Reporting Services
6 1 (4.55%) Amazon Aurora
6 1 (4.55%) Big Data
6 1 (4.55%) Blockchain
6 1 (4.55%) Data Lake
6 1 (4.55%) MongoDB
6 1 (4.55%) OLAP
6 1 (4.55%) OLAP Cube
6 1 (4.55%) PostgreSQL
6 1 (4.55%) Redis
Development Applications
1 4 (18.18%) Git (software)
1 4 (18.18%) Jenkins
1 4 (18.18%) Maven
1 4 (18.18%) Subversion
2 3 (13.64%) Selenium
3 1 (4.55%) Eclipse
3 1 (4.55%) Gradle
3 1 (4.55%) IntelliJ
General
1 11 (50.00%) Finance
Job Titles
1 10 (45.45%) Analyst
1 10 (45.45%) Developer
2 8 (36.36%) SAP Analyst
2 8 (36.36%) SAP BW Analyst
2 8 (36.36%) Systems Analyst
3 6 (27.27%) Java Developer
4 4 (18.18%) Graduate
4 4 (18.18%) Graduate Developer
4 4 (18.18%) Graduate Java Developer
5 3 (13.64%) Architect
5 3 (13.64%) Java Developer - Fintech
5 3 (13.64%) Programmer
5 3 (13.64%) SQL Developer
6 2 (9.09%) Analyst Developer
6 2 (9.09%) Analyst Programmer
6 2 (9.09%) Developer Analyst
6 2 (9.09%) Java Programmer
7 1 (4.55%) Graduate Programmer
7 1 (4.55%) Java Analyst Developer
7 1 (4.55%) Reliability Engineer
Libraries, Frameworks & Software Standards
1 8 (36.36%) MDX
2 4 (18.18%) .NET
2 4 (18.18%) AngularJS
3 3 (13.64%) Spring
4 2 (9.09%) CSS
4 2 (9.09%) EJB
4 2 (9.09%) EJB 3.0
5 1 (4.55%) CSS3
5 1 (4.55%) Hibernate
5 1 (4.55%) HTML
5 1 (4.55%) HTML5
5 1 (4.55%) jQuery
5 1 (4.55%) React
5 1 (4.55%) Redux
5 1 (4.55%) REST
5 1 (4.55%) Truffle
5 1 (4.55%) Vue.js
Miscellaneous
1 7 (31.82%) Algorithms
2 4 (18.18%) Computer Science
2 4 (18.18%) Fintech
3 3 (13.64%) Driving Licence
4 1 (4.55%) Bitcoin
4 1 (4.55%) Blog
4 1 (4.55%) Enterprise Software
4 1 (4.55%) Greenfield Project
Operating Systems
1 1 (4.55%) Linux
Processes & Methodologies
1 13 (59.09%) Agile Software Development
2 9 (40.91%) Root Cause Analysis
3 8 (36.36%) ITIL
3 8 (36.36%) Performance Tuning
3 8 (36.36%) Waterfall
4 6 (27.27%) CRM
5 4 (18.18%) Data Management
5 4 (18.18%) ETL
5 4 (18.18%) Problem-Solving
6 3 (13.64%) Complexity Analysis
6 3 (13.64%) Data Analysis
6 3 (13.64%) E-Commerce
6 3 (13.64%) Multithreading
6 3 (13.64%) OO
6 3 (13.64%) OOD
6 3 (13.64%) Presales
6 3 (13.64%) Test Automation
7 2 (9.09%) Analytics
7 2 (9.09%) Business Intelligence
7 2 (9.09%) Data Modelling
Programming Languages
1 8 (36.36%) ABAP
2 7 (31.82%) Java
3 5 (22.73%) Python
3 5 (22.73%) SQL
4 3 (13.64%) C#
4 3 (13.64%) JavaScript
4 3 (13.64%) T-SQL
5 2 (9.09%) C
5 2 (9.09%) C++
5 2 (9.09%) Go
6 1 (4.55%) Kotlin
6 1 (4.55%) Solidity
Qualifications
1 7 (31.82%) Degree
2 4 (18.18%) Computer Science Degree
Quality Assurance & Compliance
1 3 (13.64%) QA
System Software
1 1 (4.55%) Docker
Systems Management
1 1 (4.55%) Consul
1 1 (4.55%) Docker Swarm
1 1 (4.55%) Kubernetes
Vendors
1 8 (36.36%) SAP
2 3 (13.64%) Microsoft
3 1 (4.55%) Tableau
3 1 (4.55%) Talend