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 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 252 208 193
Rank change year-on-year -44 -15 +20
Permanent jobs citing Data Structures 279 623 1,459
As % of all permanent jobs advertised in London 1.19% 1.74% 2.23%
As % of the Miscellaneous category 2.95% 3.76% 4.48%
Number of salaries quoted 180 378 427
10th Percentile £46,250 £52,500 £52,200
25th Percentile £61,250 £62,500 £61,250
Median annual salary (50th Percentile) £83,750 £80,000 £82,500
Median % change year-on-year +4.69% -3.03% +3.13%
75th Percentile £97,500 £112,188 £100,000
90th Percentile £117,500 £132,500 £127,500
England median annual salary £70,000 £68,823 £65,000
% change year-on-year +1.71% +5.88% -

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 9,444 16,554 32,551
As % of all permanent jobs advertised in London 40.23% 46.22% 49.81%
Number of salaries quoted 6,719 11,032 15,382
10th Percentile £37,500 £44,192 £45,000
25th Percentile £52,000 £56,250 £56,250
Median annual salary (50th Percentile) £75,000 £75,000 £75,000
Median % change year-on-year - - +3.45%
75th Percentile £100,000 £100,000 £96,250
90th Percentile £126,250 £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 27 April 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 27 April 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 +46 29 £88,750 +4.41% 2
South London +4 6 £88,250 +21.72%
East London - 2 £72,500 - 3
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 16 (5.73%) Apache Spark
2 6 (2.15%) Apache
3 4 (1.43%) CMS
4 3 (1.08%) Apache Airflow
4 3 (1.08%) Confluence
4 3 (1.08%) SharePoint
5 2 (0.72%) Apache Solr
6 1 (0.36%) SAS
Applications
1 15 (5.38%) Microsoft Excel
2 14 (5.02%) Microsoft Office
3 4 (1.43%) Acrobat
4 2 (0.72%) Sketch
4 2 (0.72%) Spreadsheet
4 2 (0.72%) Zeplin
5 1 (0.36%) InVision
5 1 (0.36%) Microsoft PowerPoint
5 1 (0.36%) UXPin
Business Applications
1 3 (1.08%) Endur
2 2 (0.72%) NetSuite
3 1 (0.36%) Data Workbench
3 1 (0.36%) Elite 3E
3 1 (0.36%) JDE EnterpriseOne
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 83 (29.75%) Azure
2 71 (25.45%) AWS
3 34 (12.19%) Azure DevOps
4 33 (11.83%) Power Platform
5 27 (9.68%) SaaS
6 24 (8.60%) GCP
6 24 (8.60%) Serverless
7 16 (5.73%) AWS Lambda
8 10 (3.58%) Azure Synapse Analytics
8 10 (3.58%) PaaS
9 8 (2.87%) Azure API Management
9 8 (2.87%) Azure Data Factory
9 8 (2.87%) Azure Functions
9 8 (2.87%) Azure Logic Apps
9 8 (2.87%) Azure Service Bus
9 8 (2.87%) Heroku
9 8 (2.87%) IBM Cloud
10 6 (2.15%) Azure Cognitive Services
10 6 (2.15%) Power Automate
10 6 (2.15%) PowerApps
Communications & Networking
1 1 (0.36%) NAS
1 1 (0.36%) SAN
1 1 (0.36%) SMS
1 1 (0.36%) Wireless
Database & Business Intelligence
1 29 (10.39%) Relational Database
2 27 (9.68%) Power BI
3 24 (8.60%) PostgreSQL
4 20 (7.17%) Elasticsearch
5 19 (6.81%) NoSQL
5 19 (6.81%) SQL Server
6 16 (5.73%) Big Data
7 13 (4.66%) Data Warehouse
7 13 (4.66%) MongoDB
8 11 (3.94%) Data Lake
9 10 (3.58%) Tableau
10 8 (2.87%) Data Vault
10 8 (2.87%) DB2
10 8 (2.87%) Delta Lake
10 8 (2.87%) Hadoop
11 6 (2.15%) Azure SQL Database
11 6 (2.15%) Data Mining
11 6 (2.15%) MySQL
11 6 (2.15%) RDBMS
11 6 (2.15%) SQL Server Integration Services
Development Applications
1 42 (15.05%) Git
2 20 (7.17%) JIRA
3 7 (2.51%) Maven
4 5 (1.79%) Grunt
4 5 (1.79%) gulp
4 5 (1.79%) Jasmine
4 5 (1.79%) Jenkins
4 5 (1.79%) Karma Test Runner
4 5 (1.79%) webpack
5 3 (1.08%) Gradle
6 2 (0.72%) GitLab
7 1 (0.36%) Ant
7 1 (0.36%) JUnit
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
1 116 (41.58%) Social Skills
2 70 (25.09%) Finance
3 33 (11.83%) Analytical Skills
4 30 (10.75%) Legal
5 19 (6.81%) Banking
6 16 (5.73%) Presentation Skills
7 14 (5.02%) Inclusion and Diversity
8 13 (4.66%) Law
9 12 (4.30%) Retail
10 9 (3.23%) Public Sector
11 8 (2.87%) Games
11 8 (2.87%) Tech for Good
12 7 (2.51%) Front Office
12 7 (2.51%) Health Technology
12 7 (2.51%) Investment Banking
12 7 (2.51%) Organisational Skills
13 6 (2.15%) Marketing
14 3 (1.08%) Financial Institution
14 3 (1.08%) Pharmaceutical
15 2 (0.72%) Back Office
Job Titles
1 109 (39.07%) Developer
2 51 (18.28%) Senior
3 39 (13.98%) Lead
4 33 (11.83%) Software Engineer
5 21 (7.53%) Analyst
6 20 (7.17%) Python Developer
7 19 (6.81%) Data Engineer
8 17 (6.09%) Architect
9 16 (5.73%) Full Stack Developer
10 14 (5.02%) Senior Developer
10 14 (5.02%) Senior Manager
11 12 (4.30%) Software Developer
12 11 (3.94%) C# Software Engineer
12 11 (3.94%) Data Analyst
12 11 (3.94%) Lead Software Engineer
12 11 (3.94%) Quantitative Developer
13 10 (3.58%) .NET Software Engineer
13 10 (3.58%) DevOps Developer
13 10 (3.58%) Django Developer
13 10 (3.58%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 50 (17.92%) HTML
2 49 (17.56%) CSS
3 47 (16.85%) .NET
4 36 (12.90%) JSON
5 27 (9.68%) React
5 27 (9.68%) REST
6 26 (9.32%) AngularJS
7 21 (7.53%) .NET Core
7 21 (7.53%) Node.js
8 19 (6.81%) Django
8 19 (6.81%) PyTorch
8 19 (6.81%) Web Services
9 17 (6.09%) Flask
9 17 (6.09%) TensorFlow
10 16 (5.73%) Kafka
11 15 (5.38%) OAuth
11 15 (5.38%) OpenID
11 15 (5.38%) Vue
12 14 (5.02%) Apache Beam
12 14 (5.02%) Swagger
Miscellaneous
1 126 (45.16%) Algorithms
2 44 (15.77%) Client/Server
3 21 (7.53%) Virtual Team
4 17 (6.09%) Cloud Native
4 17 (6.09%) Product Ownership
5 15 (5.38%) Distributed Systems
5 15 (5.38%) Self-Motivation
6 13 (4.66%) Blockchain
7 12 (4.30%) Hedge funds
8 10 (3.58%) Management Information System
8 10 (3.58%) Public Cloud
9 8 (2.87%) Hybrid Cloud
9 8 (2.87%) Reinsurance
10 6 (2.15%) NHS
11 5 (1.79%) CUDA
11 5 (1.79%) Onboarding
12 4 (1.43%) Online Gambling
12 4 (1.43%) Wiki
13 3 (1.08%) Distributed Computing
13 3 (1.08%) Foreign Exchange (FX)
Operating Systems
1 13 (4.66%) Linux
2 10 (3.58%) Android
2 10 (3.58%) Apple iOS
3 9 (3.23%) Windows
4 1 (0.36%) Windows Vista
Processes & Methodologies
1 142 (50.90%) Agile
2 107 (38.35%) Problem-Solving
3 99 (35.48%) Computer Science
4 88 (31.54%) Software Engineering
5 66 (23.66%) Design Patterns
6 65 (23.30%) DevOps
7 61 (21.86%) OOP
8 57 (20.43%) Analytics
9 53 (19.00%) Data Management
10 50 (17.92%) Data Science
11 46 (16.49%) Data Modelling
12 45 (16.13%) ETL
13 44 (15.77%) Data Analysis
14 42 (15.05%) Microservices
15 41 (14.70%) Full Stack Development
16 39 (13.98%) Artificial Intelligence
16 39 (13.98%) Data Strategy
16 39 (13.98%) Machine Learning
17 36 (12.90%) Roadmaps
17 36 (12.90%) Scrum
Programming Languages
1 102 (36.56%) Python
2 93 (33.33%) SQL
3 70 (25.09%) Java
4 59 (21.15%) JavaScript
5 51 (18.28%) C#
6 22 (7.89%) TypeScript
7 12 (4.30%) C++
7 12 (4.30%) Go
8 10 (3.58%) C
8 10 (3.58%) PHP
8 10 (3.58%) Ruby
9 9 (3.23%) Scala
10 7 (2.51%) R
11 6 (2.15%) PowerShell
11 6 (2.15%) T-SQL
12 4 (1.43%) Data Analysis Expressions
12 4 (1.43%) Kotlin
12 4 (1.43%) Rust
13 2 (0.72%) Shell Script
13 2 (0.72%) XPath
Qualifications
1 90 (32.26%) Degree
2 26 (9.32%) Computer Science Degree
3 21 (7.53%) Master's Degree
4 9 (3.23%) PhD
5 6 (2.15%) Security Cleared
6 5 (1.79%) Numerate Degree
7 4 (1.43%) Azure Certification
8 3 (1.08%) MBA
8 3 (1.08%) Sun Certification
8 3 (1.08%) TOGAF Certification
9 2 (0.72%) (ISC)2 CCSP
9 2 (0.72%) Cisco Certification
9 2 (0.72%) CISSP
10 1 (0.36%) HNC
10 1 (0.36%) HND
10 1 (0.36%) MCSA
10 1 (0.36%) MCSE
10 1 (0.36%) Microsoft Certification
10 1 (0.36%) Postgraduate
Quality Assurance & Compliance
1 33 (11.83%) Data Quality
2 20 (7.17%) QA
3 2 (0.72%) GDPR
3 2 (0.72%) GRC
3 2 (0.72%) Sarbanes-Oxley
4 1 (0.36%) UCITS
System Software
1 26 (9.32%) Docker
2 1 (0.36%) NFS
2 1 (0.36%) VMware Infrastructure
Systems Management
1 12 (4.30%) Kubernetes
2 1 (0.36%) Enterprise Manager Cloud Control
2 1 (0.36%) Grafana
2 1 (0.36%) Oracle Enterprise Manager
2 1 (0.36%) Podman
2 1 (0.36%) Prometheus
Vendors
1 43 (15.41%) Microsoft
2 21 (7.53%) Oracle
3 18 (6.45%) Google
4 14 (5.02%) Databricks
5 12 (4.30%) OpenAI
6 10 (3.58%) IBM
6 10 (3.58%) Salesforce
6 10 (3.58%) SAP
7 8 (2.87%) Informatica
7 8 (2.87%) Red Hat
8 6 (2.15%) Automation Anywhere
8 6 (2.15%) Blue Prism
8 6 (2.15%) UiPath
9 5 (1.79%) Adobe
9 5 (1.79%) ION Trading
10 4 (1.43%) Solace
11 3 (1.08%) Progress
12 2 (0.72%) Cognos
12 2 (0.72%) MicroStrategy
12 2 (0.72%) Teradata