Data Structures Jobs in London

Data Structures
England > London

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 20 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 253 226 185
Rank change year-on-year -27 -41 +26
Permanent jobs citing Data Structures 286 548 1,694
As % of all permanent jobs advertised in London 1.21% 1.62% 2.42%
As % of the Miscellaneous category 2.98% 3.52% 4.77%
Number of salaries quoted 175 350 409
10th Percentile £46,250 £50,898 £51,250
25th Percentile £61,250 £62,500 £61,250
Median annual salary (50th Percentile) £85,000 £80,147 £82,500
Median % change year-on-year +6.06% -2.85% +3.13%
75th Percentile £97,500 £112,500 £100,000
90th Percentile £118,250 £132,500 £127,500
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

All Generic Skills
London

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

Permanent vacancies with a requirement for generic IT skills 9,606 15,585 35,533
As % of all permanent jobs advertised in London 40.61% 46.21% 50.68%
Number of salaries quoted 6,780 10,590 15,486
10th Percentile £37,500 £44,175 £45,000
25th Percentile £51,250 £56,250 £55,000
Median annual salary (50th Percentile) £75,000 £75,669 £75,000
Median % change year-on-year -0.88% +0.89% +3.45%
75th Percentile £100,000 £100,000 £96,250
90th Percentile £130,000 £122,500 £120,000
England median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +4.00% +4.17%

Data Structures
Job Vacancy Trend in London

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

Job vacancy trend for Data Structures in London

Data Structures
Salary Trend in London

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

Salary trend for Data Structures in London

Data Structures
Salary Histogram in London

Salary distribution for jobs citing Data Structures in London over the 6 months to 20 May 2024.

Salary histogram for Data Structures in London

Data Structures
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the London region over the 6 months to 20 May 2024. 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
Jobs
Central London +59 25 £88,750 +4.41% 5
South London -2 6 £88,250 +21.72% 2
East London - 2 £72,500 - 36
North London - 1 - -
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (6.64%) Apache Spark
2 9 (3.15%) Apache
3 4 (1.40%) Apache Airflow
3 4 (1.40%) CMS
4 3 (1.05%) Apache Pulsar
4 3 (1.05%) Confluence
4 3 (1.05%) SharePoint
5 2 (0.70%) Apache Solr
6 1 (0.35%) SAS
Applications
1 15 (5.24%) Microsoft Excel
2 14 (4.90%) Microsoft Office
3 4 (1.40%) Acrobat
4 2 (0.70%) Sketch
4 2 (0.70%) Spreadsheet
4 2 (0.70%) Zeplin
5 1 (0.35%) InVision
5 1 (0.35%) Microsoft PowerPoint
5 1 (0.35%) MS Visio
5 1 (0.35%) UXPin
Business Applications
1 3 (1.05%) Endur
2 2 (0.70%) NetSuite
3 1 (0.35%) Data Workbench
3 1 (0.35%) Elite 3E
3 1 (0.35%) Oracle Assets
3 1 (0.35%) Oracle EBS R12
3 1 (0.35%) Oracle ERP
3 1 (0.35%) Oracle FAH
3 1 (0.35%) Oracle General Ledger
3 1 (0.35%) Oracle iProcurement
3 1 (0.35%) Oracle Payables
3 1 (0.35%) Oracle Receivables
3 1 (0.35%) Oracle Subledger Accounting
3 1 (0.35%) SAP S/4HANA
3 1 (0.35%) Shopify
Cloud Services
1 80 (27.97%) Azure
2 72 (25.17%) AWS
3 34 (11.89%) Azure DevOps
4 33 (11.54%) Power Platform
5 27 (9.44%) GCP
5 27 (9.44%) SaaS
6 26 (9.09%) Serverless
7 16 (5.59%) AWS Lambda
8 10 (3.50%) Azure API Management
8 10 (3.50%) Azure Functions
8 10 (3.50%) Azure Logic Apps
8 10 (3.50%) Azure Service Bus
8 10 (3.50%) Azure Synapse Analytics
8 10 (3.50%) IBM Cloud
9 8 (2.80%) Azure Data Factory
9 8 (2.80%) Heroku
10 7 (2.45%) PaaS
11 6 (2.10%) Azure Cognitive Services
11 6 (2.10%) Power Automate
11 6 (2.10%) PowerApps
Communications & Networking
1 2 (0.70%) Multicast
1 2 (0.70%) TCP/IP
2 1 (0.35%) NAS
2 1 (0.35%) SAN
2 1 (0.35%) SMS
2 1 (0.35%) Wireless
Database & Business Intelligence
1 32 (11.19%) Relational Database
2 27 (9.44%) Power BI
3 26 (9.09%) PostgreSQL
4 23 (8.04%) NoSQL
5 20 (6.99%) Elasticsearch
6 17 (5.94%) SQL Server
7 16 (5.59%) Big Data
8 15 (5.24%) MongoDB
9 12 (4.20%) Data Lake
9 12 (4.20%) Data Warehouse
10 10 (3.50%) DB2
10 10 (3.50%) Tableau
11 8 (2.80%) Hadoop
12 6 (2.10%) Azure SQL Database
12 6 (2.10%) Data Mining
12 6 (2.10%) Data Vault
12 6 (2.10%) Delta Lake
12 6 (2.10%) MySQL
12 6 (2.10%) RDBMS
12 6 (2.10%) SQL Server Integration Services
Development Applications
1 42 (14.69%) Git
2 18 (6.29%) JIRA
3 7 (2.45%) Maven
4 5 (1.75%) Jasmine
4 5 (1.75%) Jenkins
4 5 (1.75%) Karma Test Runner
5 4 (1.40%) Grunt
5 4 (1.40%) gulp
5 4 (1.40%) webpack
6 3 (1.05%) GitLab
6 3 (1.05%) Gradle
7 1 (0.35%) Ant
7 1 (0.35%) JUnit
7 1 (0.35%) Mockito
7 1 (0.35%) Oracle Forms
7 1 (0.35%) Team Foundation Server
7 1 (0.35%) Visual Studio
7 1 (0.35%) Visual Studio Team System
General
1 127 (44.41%) Social Skills
2 79 (27.62%) Finance
3 34 (11.89%) Legal
4 33 (11.54%) Analytical Skills
5 27 (9.44%) Inclusion and Diversity
6 25 (8.74%) Presentation Skills
7 21 (7.34%) Retail
8 20 (6.99%) Banking
9 16 (5.59%) Law
10 11 (3.85%) Public Sector
11 8 (2.80%) Games
11 8 (2.80%) Tech for Good
12 7 (2.45%) Health Technology
12 7 (2.45%) Organisational Skills
13 6 (2.10%) Marketing
14 4 (1.40%) Front Office
15 3 (1.05%) Financial Institution
15 3 (1.05%) Investment Banking
15 3 (1.05%) Pharmaceutical
16 2 (0.70%) Billing
Job Titles
1 107 (37.41%) Developer
2 56 (19.58%) Senior
3 40 (13.99%) Lead
4 36 (12.59%) Software Engineer
5 24 (8.39%) Architect
6 21 (7.34%) Analyst
7 19 (6.64%) Senior Manager
8 18 (6.29%) Data Engineer
8 18 (6.29%) Full Stack Developer
8 18 (6.29%) Python Developer
9 16 (5.59%) Senior Architect
10 15 (5.24%) Salesforce Architect
10 15 (5.24%) Senior Salesforce Architect
11 14 (4.90%) Technical Architect
12 13 (4.55%) Lead Software Engineer
12 13 (4.55%) Senior Developer
13 11 (3.85%) C# Software Engineer
13 11 (3.85%) Data Analyst
13 11 (3.85%) Quantitative Developer
13 11 (3.85%) Software Developer
Libraries, Frameworks & Software Standards
1 50 (17.48%) CSS
1 50 (17.48%) HTML
2 48 (16.78%) .NET
3 34 (11.89%) JSON
4 29 (10.14%) REST
5 28 (9.79%) React
6 27 (9.44%) AngularJS
7 22 (7.69%) Node.js
8 21 (7.34%) .NET Core
8 21 (7.34%) Web Services
9 19 (6.64%) Kafka
9 19 (6.64%) PyTorch
10 17 (5.94%) Django
10 17 (5.94%) TensorFlow
10 17 (5.94%) Vue
11 15 (5.24%) Flask
12 14 (4.90%) Apache Beam
13 13 (4.55%) OpenID
13 13 (4.55%) Redux
13 13 (4.55%) Spring
Miscellaneous
1 124 (43.36%) Algorithms
2 46 (16.08%) Client/Server
3 31 (10.84%) Virtual Team
4 16 (5.59%) Cloud Native
4 16 (5.59%) Product Ownership
5 15 (5.24%) Blockchain
5 15 (5.24%) Distributed Systems
5 15 (5.24%) Self-Motivation
6 12 (4.20%) Hedge funds
7 11 (3.85%) Management Information System
8 10 (3.50%) Hybrid Cloud
9 8 (2.80%) Public Cloud
10 6 (2.10%) NHS
10 6 (2.10%) Reinsurance
11 5 (1.75%) CUDA
11 5 (1.75%) Onboarding
12 4 (1.40%) IoT
12 4 (1.40%) Legacy Systems
12 4 (1.40%) Online Gambling
12 4 (1.40%) Wiki
Operating Systems
1 15 (5.24%) Linux
2 13 (4.55%) Android
2 13 (4.55%) Apple iOS
2 13 (4.55%) Windows
3 1 (0.35%) Windows Vista
Processes & Methodologies
1 145 (50.70%) Agile
2 118 (41.26%) Problem-Solving
3 102 (35.66%) Computer Science
4 90 (31.47%) Software Engineering
5 69 (24.13%) Design Patterns
6 65 (22.73%) OOP
7 64 (22.38%) DevOps
8 60 (20.98%) Data Science
9 57 (19.93%) Analytics
10 56 (19.58%) Data Management
11 45 (15.73%) Data Modelling
11 45 (15.73%) ETL
12 44 (15.38%) Mentoring
13 43 (15.03%) Full Stack Development
14 42 (14.69%) Data Analysis
14 42 (14.69%) Microservices
15 41 (14.34%) Artificial Intelligence
16 39 (13.64%) Machine Learning
17 37 (12.94%) Data Strategy
17 37 (12.94%) Roadmaps
Programming Languages
1 103 (36.01%) Python
2 92 (32.17%) SQL
3 72 (25.17%) Java
4 60 (20.98%) JavaScript
5 53 (18.53%) C#
6 21 (7.34%) TypeScript
7 14 (4.90%) C++
8 12 (4.20%) C
8 12 (4.20%) Go
9 11 (3.85%) Ruby
10 10 (3.50%) PHP
11 9 (3.15%) Scala
12 7 (2.45%) Kotlin
12 7 (2.45%) R
13 6 (2.10%) PowerShell
14 5 (1.75%) T-SQL
15 4 (1.40%) Data Analysis Expressions
15 4 (1.40%) Rust
16 2 (0.70%) Shell Script
16 2 (0.70%) XPath
Qualifications
1 95 (33.22%) Degree
2 25 (8.74%) Computer Science Degree
3 20 (6.99%) Master's Degree
4 9 (3.15%) PhD
5 6 (2.10%) Security Cleared
6 5 (1.75%) Numerate Degree
7 4 (1.40%) Azure Certification
8 3 (1.05%) MBA
8 3 (1.05%) Sun Certification
9 2 (0.70%) (ISC)2 CCSP
9 2 (0.70%) Cisco Certification
9 2 (0.70%) CISSP
10 1 (0.35%) HNC
10 1 (0.35%) HND
10 1 (0.35%) MCSA
10 1 (0.35%) MCSE
10 1 (0.35%) Microsoft Certification
10 1 (0.35%) Postgraduate
10 1 (0.35%) TOGAF Certification
Quality Assurance & Compliance
1 32 (11.19%) Data Quality
2 20 (6.99%) QA
3 2 (0.70%) GDPR
3 2 (0.70%) GRC
3 2 (0.70%) Sarbanes-Oxley
4 1 (0.35%) UCITS
System Software
1 28 (9.79%) Docker
2 1 (0.35%) NFS
2 1 (0.35%) VMware Infrastructure
Systems Management
1 16 (5.59%) Kubernetes
2 1 (0.35%) Podman
2 1 (0.35%) Terraform
Vendors
1 41 (14.34%) Microsoft
2 19 (6.64%) Salesforce
3 17 (5.94%) Oracle
4 16 (5.59%) Google
5 12 (4.20%) Databricks
5 12 (4.20%) IBM
5 12 (4.20%) OpenAI
6 10 (3.50%) Red Hat
6 10 (3.50%) SAP
7 6 (2.10%) Automation Anywhere
7 6 (2.10%) Blue Prism
7 6 (2.10%) Informatica
7 6 (2.10%) UiPath
8 5 (1.75%) Adobe
8 5 (1.75%) ION Trading
9 4 (1.40%) Solace
10 3 (1.05%) Progress
11 2 (0.70%) Cognos
11 2 (0.70%) MicroStrategy
11 2 (0.70%) Teradata