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 1 June 2024 with a comparison to the same period over the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 250 230 184
Rank change year-on-year -20 -46 +35
Permanent jobs citing Data Structures 281 516 1,797
As % of all permanent jobs advertised in London 1.16% 1.62% 2.45%
As % of the Miscellaneous category 2.90% 3.51% 4.80%
Number of salaries quoted 168 329 413
10th Percentile £46,250 £50,000 £51,250
25th Percentile £61,250 £62,500 £62,500
Median annual salary (50th Percentile) £85,000 £80,000 £82,500
Median % change year-on-year +6.25% -3.03% +3.13%
75th Percentile £97,500 £112,500 £100,000
90th Percentile £127,875 £132,500 £125,000
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 9,684 14,702 37,429
As % of all permanent jobs advertised in London 40.08% 46.07% 51.13%
Number of salaries quoted 6,777 10,150 15,465
10th Percentile £37,500 £44,000 £45,000
25th Percentile £51,250 £56,250 £55,000
Median annual salary (50th Percentile) £75,000 £77,500 £75,000
Median % change year-on-year -3.23% +3.33% +3.45%
75th Percentile £100,000 £100,000 £95,000
90th Percentile £130,000 £125,000 £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 1 June 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 1 June 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 +42 24 £87,500 +4.48% 5
South London +2 6 £88,250 +21.72% 1
East London - 2 £72,500 -
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 (6.76%) Apache Spark
2 9 (3.20%) Apache
3 4 (1.42%) Apache Airflow
3 4 (1.42%) Apache Pulsar
3 4 (1.42%) CMS
4 3 (1.07%) Confluence
4 3 (1.07%) SharePoint
5 1 (0.36%) Apache Solr
5 1 (0.36%) SAS
Applications
1 15 (5.34%) Microsoft Excel
2 14 (4.98%) Microsoft Office
3 4 (1.42%) Acrobat
4 2 (0.71%) Sketch
4 2 (0.71%) Spreadsheet
4 2 (0.71%) Zeplin
5 1 (0.36%) InVision
5 1 (0.36%) Microsoft PowerPoint
5 1 (0.36%) MS Visio
5 1 (0.36%) UXPin
Business Applications
1 3 (1.07%) Endur
2 2 (0.71%) NetSuite
3 1 (0.36%) Data Workbench
3 1 (0.36%) Elite 3E
3 1 (0.36%) Oracle Assets
3 1 (0.36%) Oracle EBS R12
3 1 (0.36%) Oracle ERP
3 1 (0.36%) Oracle FAH
3 1 (0.36%) Oracle General Ledger
3 1 (0.36%) Oracle iProcurement
3 1 (0.36%) Oracle Payables
3 1 (0.36%) Oracle Receivables
3 1 (0.36%) Oracle Subledger Accounting
3 1 (0.36%) SAP S/4HANA
3 1 (0.36%) Shopify
Cloud Services
1 76 (27.05%) Azure
2 73 (25.98%) AWS
3 33 (11.74%) Power Platform
4 31 (11.03%) Azure DevOps
5 27 (9.61%) GCP
5 27 (9.61%) SaaS
6 26 (9.25%) Serverless
7 16 (5.69%) AWS Lambda
8 10 (3.56%) Azure API Management
8 10 (3.56%) Azure Functions
8 10 (3.56%) Azure Logic Apps
8 10 (3.56%) Azure Service Bus
8 10 (3.56%) Azure Synapse Analytics
8 10 (3.56%) IBM Cloud
9 8 (2.85%) Azure Data Factory
9 8 (2.85%) Heroku
10 7 (2.49%) PaaS
11 6 (2.14%) Azure Cognitive Services
11 6 (2.14%) Power Automate
11 6 (2.14%) PowerApps
Communications & Networking
1 2 (0.71%) Multicast
1 2 (0.71%) TCP/IP
2 1 (0.36%) NAS
2 1 (0.36%) SAN
2 1 (0.36%) SMS
2 1 (0.36%) Wireless
Database & Business Intelligence
1 32 (11.39%) Relational Database
2 27 (9.61%) Power BI
3 26 (9.25%) PostgreSQL
4 22 (7.83%) NoSQL
5 20 (7.12%) Elasticsearch
6 16 (5.69%) Big Data
7 14 (4.98%) MongoDB
8 13 (4.63%) SQL Server
9 12 (4.27%) Data Lake
9 12 (4.27%) Data Warehouse
10 10 (3.56%) DB2
11 9 (3.20%) Tableau
12 8 (2.85%) Hadoop
13 7 (2.49%) BigQuery
14 6 (2.14%) Azure SQL Database
14 6 (2.14%) Data Mining
14 6 (2.14%) Flink
14 6 (2.14%) RDBMS
15 5 (1.78%) Amazon QuickSight
15 5 (1.78%) MySQL
Development Applications
1 42 (14.95%) Git
2 14 (4.98%) JIRA
3 7 (2.49%) Maven
4 5 (1.78%) Jasmine
4 5 (1.78%) Jenkins
4 5 (1.78%) Karma Test Runner
5 4 (1.42%) Grunt
5 4 (1.42%) gulp
5 4 (1.42%) webpack
6 3 (1.07%) GitLab
6 3 (1.07%) Gradle
7 1 (0.36%) Ant
7 1 (0.36%) JUnit
7 1 (0.36%) Mockito
7 1 (0.36%) Oracle Forms
7 1 (0.36%) Team Foundation Server
7 1 (0.36%) Visual Studio
7 1 (0.36%) Visual Studio Team System
General
1 125 (44.48%) Social Skills
2 77 (27.40%) Finance
3 34 (12.10%) Analytical Skills
3 34 (12.10%) Legal
4 28 (9.96%) Inclusion and Diversity
5 25 (8.90%) Presentation Skills
6 21 (7.47%) Retail
7 20 (7.12%) Banking
8 16 (5.69%) Law
9 11 (3.91%) Public Sector
10 8 (2.85%) Games
10 8 (2.85%) Tech for Good
11 7 (2.49%) Health Technology
11 7 (2.49%) Organisational Skills
12 6 (2.14%) Marketing
13 4 (1.42%) Front Office
14 3 (1.07%) Financial Institution
14 3 (1.07%) Investment Banking
14 3 (1.07%) Pharmaceutical
15 2 (0.71%) Billing
Job Titles
1 104 (37.01%) Developer
2 55 (19.57%) Senior
3 40 (14.23%) Lead
4 37 (13.17%) Software Engineer
5 24 (8.54%) Architect
6 21 (7.47%) Analyst
7 19 (6.76%) Senior Manager
8 18 (6.41%) Full Stack Developer
9 16 (5.69%) Data Engineer
9 16 (5.69%) Python Developer
9 16 (5.69%) Senior Architect
10 15 (5.34%) Salesforce Architect
10 15 (5.34%) Senior Salesforce Architect
11 14 (4.98%) Lead Software Engineer
11 14 (4.98%) Technical Architect
12 13 (4.63%) Senior Developer
13 11 (3.91%) C# Software Engineer
13 11 (3.91%) Data Analyst
14 10 (3.56%) Quantitative Developer
14 10 (3.56%) Senior Technical Architect
Libraries, Frameworks & Software Standards
1 51 (18.15%) CSS
1 51 (18.15%) HTML
2 48 (17.08%) .NET
3 31 (11.03%) JSON
4 28 (9.96%) REST
5 27 (9.61%) AngularJS
5 27 (9.61%) React
6 22 (7.83%) Node.js
7 21 (7.47%) .NET Core
7 21 (7.47%) Web Services
8 20 (7.12%) Kafka
9 19 (6.76%) PyTorch
9 19 (6.76%) Vue
10 17 (6.05%) TensorFlow
11 15 (5.34%) Django
12 14 (4.98%) Apache Beam
13 13 (4.63%) Flask
13 13 (4.63%) Redux
13 13 (4.63%) Spring
14 12 (4.27%) OpenID
Miscellaneous
1 124 (44.13%) Algorithms
2 47 (16.73%) Client/Server
3 31 (11.03%) Virtual Team
4 17 (6.05%) Self-Motivation
5 16 (5.69%) Cloud Native
6 15 (5.34%) Blockchain
6 15 (5.34%) Distributed Systems
6 15 (5.34%) Product Ownership
7 11 (3.91%) Hedge funds
8 10 (3.56%) Hybrid Cloud
9 9 (3.20%) Management Information System
10 6 (2.14%) NHS
11 5 (1.78%) CUDA
11 5 (1.78%) Onboarding
11 5 (1.78%) Public Cloud
12 4 (1.42%) IoT
12 4 (1.42%) Legacy Systems
12 4 (1.42%) Online Gambling
12 4 (1.42%) Wiki
13 3 (1.07%) Foreign Exchange (FX)
Operating Systems
1 15 (5.34%) Linux
2 13 (4.63%) Android
2 13 (4.63%) Apple iOS
2 13 (4.63%) Windows
3 1 (0.36%) Windows Vista
Processes & Methodologies
1 140 (49.82%) Agile
2 119 (42.35%) Problem-Solving
3 102 (36.30%) Computer Science
4 92 (32.74%) Software Engineering
5 68 (24.20%) Design Patterns
6 65 (23.13%) OOP
7 60 (21.35%) Data Science
7 60 (21.35%) DevOps
8 56 (19.93%) Analytics
9 55 (19.57%) Data Management
10 46 (16.37%) Mentoring
11 43 (15.30%) Full Stack Development
12 42 (14.95%) Data Modelling
12 42 (14.95%) Microservices
13 41 (14.59%) ETL
14 40 (14.23%) Artificial Intelligence
15 39 (13.88%) Data Analysis
16 38 (13.52%) Decision-Making
16 38 (13.52%) Machine Learning
17 37 (13.17%) Roadmaps
Programming Languages
1 101 (35.94%) Python
2 90 (32.03%) SQL
3 72 (25.62%) Java
4 61 (21.71%) JavaScript
5 53 (18.86%) C#
6 21 (7.47%) TypeScript
7 13 (4.63%) C++
8 12 (4.27%) C
8 12 (4.27%) Go
8 12 (4.27%) Ruby
9 10 (3.56%) PHP
10 9 (3.20%) Scala
11 8 (2.85%) Kotlin
12 7 (2.49%) R
13 6 (2.14%) PowerShell
14 5 (1.78%) T-SQL
15 4 (1.42%) Data Analysis Expressions
15 4 (1.42%) Rust
16 2 (0.71%) Shell Script
17 1 (0.36%) JCL
Qualifications
1 95 (33.81%) Degree
2 24 (8.54%) Computer Science Degree
3 20 (7.12%) Master's Degree
4 9 (3.20%) PhD
5 6 (2.14%) Security Cleared
6 5 (1.78%) Numerate Degree
7 4 (1.42%) Azure Certification
8 3 (1.07%) MBA
8 3 (1.07%) Sun Certification
9 2 (0.71%) (ISC)2 CCSP
9 2 (0.71%) Cisco Certification
9 2 (0.71%) CISSP
10 1 (0.36%) Postgraduate
10 1 (0.36%) TOGAF Certification
Quality Assurance & Compliance
1 27 (9.61%) Data Quality
2 19 (6.76%) QA
3 2 (0.71%) GDPR
3 2 (0.71%) GRC
3 2 (0.71%) Sarbanes-Oxley
4 1 (0.36%) UCITS
System Software
1 27 (9.61%) Docker
2 1 (0.36%) NFS
2 1 (0.36%) VMware Infrastructure
Systems Management
1 17 (6.05%) Kubernetes
2 1 (0.36%) Podman
2 1 (0.36%) Terraform
Vendors
1 39 (13.88%) Microsoft
2 19 (6.76%) Salesforce
3 15 (5.34%) Google
4 13 (4.63%) Oracle
5 12 (4.27%) IBM
5 12 (4.27%) OpenAI
6 10 (3.56%) Red Hat
6 10 (3.56%) SAP
7 9 (3.20%) Databricks
8 6 (2.14%) Automation Anywhere
8 6 (2.14%) Blue Prism
8 6 (2.14%) UiPath
9 5 (1.78%) Adobe
9 5 (1.78%) ION Trading
10 4 (1.42%) Solace
11 3 (1.07%) Informatica
11 3 (1.07%) Progress
12 2 (0.71%) Cognos
12 2 (0.71%) MicroStrategy
12 2 (0.71%) Teradata