Period
to 14 December 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 14 December 2018 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Berkshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 221 219 267
Rank change year-on-year -2 +48 +38
Permanent jobs citing Data Structures 33 39 35
As % of all permanent IT jobs advertised in Berkshire 0.55% 0.61% 0.41%
As % of the Miscellaneous category 1.37% 1.59% 1.04%
Number of salaries quoted 32 35 29
Berkshire median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £28,450 £29,200 £32,500
90th Percentile £67,500 £78,250 £72,500
South East median annual salary £54,250 £50,000 £42,500
% change year-on-year +8.50% +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 Berkshire with a requirement for generic IT skills.

All Generic IT Skills
Berkshire
Permanent vacancies with a requirement for generic IT skills 2,402 2,453 3,371
As % of all permanent IT jobs advertised in Berkshire 39.91% 38.14% 39.93%
Number of salaries quoted 1,802 1,853 2,594
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £30,050 £28,750 £31,250
90th Percentile £75,000 £75,000 £75,000
South East median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - -

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 14 December 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 14 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
Slough -5 11 £60,000 -7.69% 1
Newbury +21 10 £57,500 +64.29% 2
Bracknell - 5 £38,750 - 2
Reading +4 3 £35,000 -44.00% 1
Maidenhead - 2 £73,750 -
Windsor - 2 £67,500 - 1
Data Structures
South East

For the 6 months to 14 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 Berkshire region with a requirement for Data Structures.

1 21 (63.64%) Agile Software Development
2 13 (39.39%) Java
3 11 (33.33%) Root Cause Analysis
4 10 (30.30%) Waterfall
4 10 (30.30%) SAP
4 10 (30.30%) ITIL
4 10 (30.30%) SAP FI
4 10 (30.30%) SAP FI/CO
4 10 (30.30%) SAP CO
4 10 (30.30%) Algorithms
5 9 (27.27%) Finance
5 9 (27.27%) SQL Server
5 9 (27.27%) JavaScript
5 9 (27.27%) Python
5 9 (27.27%) Git (software)
5 9 (27.27%) AngularJS
5 9 (27.27%) Subversion
6 8 (24.24%) SQL
7 7 (21.21%) CSS
7 7 (21.21%) Data Modelling
7 7 (21.21%) Degree
7 7 (21.21%) Computer Science
7 7 (21.21%) Problem-Solving
8 6 (18.18%) Jenkins
8 6 (18.18%) Performance Tuning
8 6 (18.18%) Relational Database
8 6 (18.18%) React
8 6 (18.18%) MDX
8 6 (18.18%) BusinessObjects Web Intelligence
8 6 (18.18%) Data Management

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 3 (9.09%) Tomcat
2 1 (3.03%) Apache
2 1 (3.03%) Apache Pig
2 1 (3.03%) Apache Spark
2 1 (3.03%) Ethereum
Business Applications
1 10 (30.30%) SAP CO
1 10 (30.30%) SAP FI
1 10 (30.30%) SAP FI/CO
2 4 (12.12%) OpenText VIM for SAP
2 4 (12.12%) SAP SD
2 4 (12.12%) SAP SRM
3 1 (3.03%) Distributed Ledger
Cloud Services
1 5 (15.15%) Amazon AWS
2 3 (9.09%) Microsoft Azure
2 3 (9.09%) npm
3 1 (3.03%) GitHub
3 1 (3.03%) IaaS
3 1 (3.03%) Serverless
Communications & Networking
1 1 (3.03%) DNS
1 1 (3.03%) IPFS
1 1 (3.03%) TCP/IP
Database & Business Intelligence
1 9 (27.27%) SQL Server
2 6 (18.18%) BusinessObjects
2 6 (18.18%) BusinessObjects Web Intelligence
2 6 (18.18%) Data Warehouse
2 6 (18.18%) Relational Database
2 6 (18.18%) SAP BW
3 3 (9.09%) Amazon Aurora
3 3 (9.09%) MongoDB
3 3 (9.09%) PostgreSQL
3 3 (9.09%) SQL Server 2005
3 3 (9.09%) SQL Server 2008
3 3 (9.09%) SQL Server Analysis Services
3 3 (9.09%) SQL Server Reporting Services
4 1 (3.03%) Apache Hive
4 1 (3.03%) Big Data
4 1 (3.03%) Data Mining
4 1 (3.03%) Hadoop
4 1 (3.03%) Impala
4 1 (3.03%) NoSQL
4 1 (3.03%) Redis
Development Applications
1 9 (27.27%) Git (software)
1 9 (27.27%) Subversion
2 6 (18.18%) Jenkins
2 6 (18.18%) Maven
3 3 (9.09%) Eclipse
3 3 (9.09%) Gradle
3 3 (9.09%) IntelliJ
3 3 (9.09%) Selenium
3 3 (9.09%) webpack
General
1 9 (27.27%) Finance
2 1 (3.03%) Marketing
Job Titles
1 17 (51.52%) Developer
2 13 (39.39%) Analyst
3 10 (30.30%) SAP Analyst
4 7 (21.21%) Java Developer
5 6 (18.18%) Full Stack Developer
5 6 (18.18%) SAP BW Analyst
5 6 (18.18%) Systems Analyst
6 4 (12.12%) Architect
6 4 (12.12%) Graduate
6 4 (12.12%) Graduate Developer
6 4 (12.12%) Graduate Java Developer
6 4 (12.12%) Programmer
6 4 (12.12%) SAP EBP Analyst
6 4 (12.12%) SAP EBP Support
6 4 (12.12%) SAP Support
6 4 (12.12%) SAP Support Analyst
6 4 (12.12%) Support Analyst
7 3 (9.09%) Analyst Developer
7 3 (9.09%) Senior Developer
7 3 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (27.27%) AngularJS
2 7 (21.21%) CSS
3 6 (18.18%) MDX
3 6 (18.18%) React
4 5 (15.15%) .NET
4 5 (15.15%) Spring
5 4 (12.12%) SAP Fiori
6 3 (9.09%) Hibernate
6 3 (9.09%) HTML
6 3 (9.09%) HTML5
6 3 (9.09%) Jinja
6 3 (9.09%) jQuery
6 3 (9.09%) Pug
7 2 (6.06%) EJB
7 2 (6.06%) EJB 3.0
8 1 (3.03%) CSS3
8 1 (3.03%) Redux
8 1 (3.03%) REST
8 1 (3.03%) Truffle
8 1 (3.03%) Vue.js
Miscellaneous
1 10 (30.30%) Algorithms
2 4 (12.12%) Analytical Skills
2 4 (12.12%) Driving Licence
2 4 (12.12%) Fintech
2 4 (12.12%) User Experience
3 3 (9.09%) Enterprise Software
4 1 (3.03%) Bitcoin
4 1 (3.03%) Blog
4 1 (3.03%) Robotics
Operating Systems
1 1 (3.03%) Linux
Processes & Methodologies
1 21 (63.64%) Agile Software Development
2 11 (33.33%) Root Cause Analysis
3 10 (30.30%) ITIL
3 10 (30.30%) Waterfall
4 7 (21.21%) Computer Science
4 7 (21.21%) Data Modelling
4 7 (21.21%) Problem-Solving
5 6 (18.18%) Data Management
5 6 (18.18%) Performance Tuning
6 4 (12.12%) Complexity Analysis
6 4 (12.12%) E-Commerce
6 4 (12.12%) OO
6 4 (12.12%) OOD
6 4 (12.12%) Order to Cash
6 4 (12.12%) Supplier Relationship Management
7 3 (9.09%) IT Strategy
7 3 (9.09%) Logical Data Model
7 3 (9.09%) Physical Data Model
7 3 (9.09%) Presales
7 3 (9.09%) SOA
Programming Languages
1 13 (39.39%) Java
2 9 (27.27%) JavaScript
2 9 (27.27%) Python
3 8 (24.24%) SQL
4 6 (18.18%) ABAP
5 4 (12.12%) C#
6 3 (9.09%) C++
6 3 (9.09%) PHP
6 3 (9.09%) T-SQL
7 2 (6.06%) C
7 2 (6.06%) Go
8 1 (3.03%) HiveQL
8 1 (3.03%) Kotlin
8 1 (3.03%) Solidity
Qualifications
1 7 (21.21%) Degree
2 4 (12.12%) Computer Science Degree
Quality Assurance & Compliance
1 4 (12.12%) QA
System Software
1 4 (12.12%) Docker
2 1 (3.03%) HDFS
Systems Management
1 1 (3.03%) Consul
1 1 (3.03%) Docker Swarm
1 1 (3.03%) Kubernetes
Vendors
1 10 (30.30%) SAP
2 3 (9.09%) Microsoft
3 1 (3.03%) Cloudera
3 1 (3.03%) Google
3 1 (3.03%) Hortonworks