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 12 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
12 May 2024
Same period 2023 Same period 2022
Rank 249 219 186
Rank change year-on-year -30 -33 +21
Permanent jobs citing Data Structures 288 567 1,627
As % of all permanent jobs advertised in London 1.22% 1.65% 2.41%
As % of the Miscellaneous category 3.01% 3.58% 4.77%
Number of salaries quoted 182 362 411
10th Percentile £46,250 £51,825 £52,500
25th Percentile £61,250 £62,500 £62,500
Median annual salary (50th Percentile) £82,000 £80,000 £82,500
Median % change year-on-year +2.50% -3.03% +3.13%
75th Percentile £97,500 £112,500 £100,375
90th Percentile £117,500 £130,000 £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 9,566 15,854 34,102
As % of all permanent jobs advertised in London 40.43% 46.12% 50.45%
Number of salaries quoted 6,782 10,734 15,313
10th Percentile £37,500 £44,192 £45,000
25th Percentile £51,532 £56,250 £55,625
Median annual salary (50th Percentile) £75,000 £75,050 £75,000
Median % change year-on-year -0.07% +0.07% +3.45%
75th Percentile £100,000 £100,000 £96,250
90th Percentile £128,750 £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 12 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 12 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 +51 27 £88,750 -1.39% 7
South London -1 6 £88,250 +21.72% 1
East London - 2 £72,500 - 2
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 (6.60%) Apache Spark
2 9 (3.13%) Apache
3 4 (1.39%) Apache Airflow
3 4 (1.39%) CMS
4 3 (1.04%) Apache Pulsar
4 3 (1.04%) Confluence
4 3 (1.04%) SharePoint
5 2 (0.69%) Apache Solr
6 1 (0.35%) SAS
Applications
1 15 (5.21%) Microsoft Excel
2 14 (4.86%) Microsoft Office
3 4 (1.39%) Acrobat
4 2 (0.69%) Sketch
4 2 (0.69%) Spreadsheet
4 2 (0.69%) 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 (1.04%) Endur
2 2 (0.69%) NetSuite
3 1 (0.35%) Data Workbench
3 1 (0.35%) Elite 3E
3 1 (0.35%) JDE EnterpriseOne
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 82 (28.47%) Azure
2 72 (25.00%) AWS
3 36 (12.50%) Azure DevOps
4 33 (11.46%) Power Platform
5 28 (9.72%) GCP
6 27 (9.38%) SaaS
7 26 (9.03%) Serverless
8 16 (5.56%) AWS Lambda
9 10 (3.47%) Azure API Management
9 10 (3.47%) Azure Functions
9 10 (3.47%) Azure Logic Apps
9 10 (3.47%) Azure Service Bus
9 10 (3.47%) Azure Synapse Analytics
9 10 (3.47%) IBM Cloud
9 10 (3.47%) PaaS
10 8 (2.78%) Azure Data Factory
10 8 (2.78%) Heroku
11 6 (2.08%) Azure Cognitive Services
11 6 (2.08%) Power Automate
11 6 (2.08%) PowerApps
Communications & Networking
1 2 (0.69%) Multicast
1 2 (0.69%) 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 (11.11%) Relational Database
2 27 (9.38%) Power BI
3 26 (9.03%) PostgreSQL
4 23 (7.99%) NoSQL
5 20 (6.94%) Elasticsearch
6 19 (6.60%) SQL Server
7 16 (5.56%) Big Data
8 15 (5.21%) MongoDB
9 12 (4.17%) Data Lake
9 12 (4.17%) Data Warehouse
10 10 (3.47%) DB2
10 10 (3.47%) Tableau
11 8 (2.78%) Data Vault
11 8 (2.78%) Delta Lake
11 8 (2.78%) Hadoop
12 6 (2.08%) Azure SQL Database
12 6 (2.08%) BigQuery
12 6 (2.08%) Data Mining
12 6 (2.08%) MySQL
12 6 (2.08%) RDBMS
Development Applications
1 43 (14.93%) Git
2 20 (6.94%) JIRA
3 7 (2.43%) Maven
4 5 (1.74%) Jasmine
4 5 (1.74%) Jenkins
4 5 (1.74%) Karma Test Runner
5 4 (1.39%) Grunt
5 4 (1.39%) gulp
5 4 (1.39%) webpack
6 3 (1.04%) GitLab
6 3 (1.04%) 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
1 120 (41.67%) Social Skills
2 76 (26.39%) Finance
3 34 (11.81%) Analytical Skills
3 34 (11.81%) Legal
4 21 (7.29%) Banking
4 21 (7.29%) Inclusion and Diversity
5 19 (6.60%) Presentation Skills
6 16 (5.56%) Law
7 15 (5.21%) Retail
8 11 (3.82%) Public Sector
9 8 (2.78%) Tech for Good
10 7 (2.43%) Front Office
10 7 (2.43%) Games
10 7 (2.43%) Health Technology
10 7 (2.43%) Investment Banking
10 7 (2.43%) Organisational Skills
11 6 (2.08%) Marketing
12 3 (1.04%) Financial Institution
12 3 (1.04%) Pharmaceutical
13 2 (0.69%) Back Office
Job Titles
1 110 (38.19%) Developer
2 52 (18.06%) Senior
3 41 (14.24%) Lead
4 37 (12.85%) Software Engineer
5 22 (7.64%) Analyst
6 21 (7.29%) Data Engineer
7 19 (6.60%) Python Developer
8 18 (6.25%) Architect
8 18 (6.25%) Full Stack Developer
9 16 (5.56%) Senior Manager
10 13 (4.51%) Lead Software Engineer
10 13 (4.51%) Senior Developer
11 12 (4.17%) Software Developer
12 11 (3.82%) C# Software Engineer
12 11 (3.82%) Data Analyst
12 11 (3.82%) Quantitative Developer
12 11 (3.82%) Technical Architect
13 10 (3.47%) .NET Software Engineer
13 10 (3.47%) Azure Developer
13 10 (3.47%) Senior Architect
Libraries, Frameworks & Software Standards
1 51 (17.71%) HTML
2 50 (17.36%) CSS
3 49 (17.01%) .NET
4 34 (11.81%) JSON
5 29 (10.07%) React
5 29 (10.07%) REST
6 28 (9.72%) AngularJS
7 22 (7.64%) Node.js
7 22 (7.64%) Web Services
8 21 (7.29%) .NET Core
9 19 (6.60%) Kafka
9 19 (6.60%) PyTorch
10 18 (6.25%) Django
11 17 (5.90%) TensorFlow
11 17 (5.90%) Vue
12 16 (5.56%) Flask
13 14 (4.86%) Apache Beam
13 14 (4.86%) OAuth
13 14 (4.86%) OpenID
13 14 (4.86%) Spring
Miscellaneous
1 128 (44.44%) Algorithms
2 46 (15.97%) Client/Server
3 25 (8.68%) Virtual Team
4 17 (5.90%) Product Ownership
5 16 (5.56%) Cloud Native
6 15 (5.21%) Blockchain
6 15 (5.21%) Distributed Systems
6 15 (5.21%) Self-Motivation
7 12 (4.17%) Hedge funds
8 11 (3.82%) Management Information System
8 11 (3.82%) Public Cloud
9 10 (3.47%) Hybrid Cloud
10 8 (2.78%) Reinsurance
11 6 (2.08%) NHS
12 5 (1.74%) CUDA
12 5 (1.74%) Onboarding
13 4 (1.39%) IoT
13 4 (1.39%) Legacy Systems
13 4 (1.39%) Online Gambling
13 4 (1.39%) Wiki
Operating Systems
1 15 (5.21%) Linux
2 13 (4.51%) Android
2 13 (4.51%) Apple iOS
2 13 (4.51%) Windows
3 1 (0.35%) Windows Vista
Processes & Methodologies
1 146 (50.69%) Agile
2 113 (39.24%) Problem-Solving
3 103 (35.76%) Computer Science
4 94 (32.64%) Software Engineering
5 69 (23.96%) Design Patterns
6 67 (23.26%) DevOps
7 65 (22.57%) OOP
8 59 (20.49%) Analytics
9 55 (19.10%) Data Management
10 54 (18.75%) Data Science
11 48 (16.67%) Data Modelling
12 47 (16.32%) ETL
13 44 (15.28%) Data Analysis
14 43 (14.93%) Full Stack Development
15 42 (14.58%) Microservices
16 41 (14.24%) Artificial Intelligence
17 39 (13.54%) Data Strategy
17 39 (13.54%) Machine Learning
18 38 (13.19%) Mentoring
19 37 (12.85%) Roadmaps
Programming Languages
1 108 (37.50%) Python
2 95 (32.99%) SQL
3 76 (26.39%) Java
4 60 (20.83%) JavaScript
5 54 (18.75%) C#
6 22 (7.64%) TypeScript
7 14 (4.86%) C++
8 13 (4.51%) Go
9 12 (4.17%) C
10 11 (3.82%) Ruby
11 10 (3.47%) PHP
12 9 (3.13%) Scala
13 7 (2.43%) Kotlin
13 7 (2.43%) R
14 6 (2.08%) PowerShell
14 6 (2.08%) T-SQL
15 4 (1.39%) Data Analysis Expressions
15 4 (1.39%) Rust
16 2 (0.69%) Shell Script
16 2 (0.69%) XPath
Qualifications
1 93 (32.29%) Degree
2 25 (8.68%) Computer Science Degree
3 20 (6.94%) Master's Degree
4 9 (3.13%) PhD
5 6 (2.08%) Security Cleared
6 5 (1.74%) Numerate Degree
7 4 (1.39%) Azure Certification
8 3 (1.04%) MBA
8 3 (1.04%) Sun Certification
9 2 (0.69%) (ISC)2 CCSP
9 2 (0.69%) Cisco Certification
9 2 (0.69%) 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 34 (11.81%) Data Quality
2 21 (7.29%) QA
3 2 (0.69%) GDPR
3 2 (0.69%) GRC
3 2 (0.69%) Sarbanes-Oxley
4 1 (0.35%) UCITS
System Software
1 30 (10.42%) Docker
2 1 (0.35%) NFS
2 1 (0.35%) VMware Infrastructure
Systems Management
1 17 (5.90%) Kubernetes
2 1 (0.35%) Enterprise Manager Cloud Control
2 1 (0.35%) Grafana
2 1 (0.35%) Oracle Enterprise Manager
2 1 (0.35%) Podman
2 1 (0.35%) Prometheus
2 1 (0.35%) Terraform
Vendors
1 42 (14.58%) Microsoft
2 21 (7.29%) Oracle
3 18 (6.25%) Google
4 14 (4.86%) Databricks
5 13 (4.51%) Salesforce
6 12 (4.17%) IBM
6 12 (4.17%) OpenAI
7 10 (3.47%) Red Hat
7 10 (3.47%) SAP
8 8 (2.78%) Informatica
9 6 (2.08%) Automation Anywhere
9 6 (2.08%) Blue Prism
9 6 (2.08%) UiPath
10 5 (1.74%) Adobe
10 5 (1.74%) ION Trading
11 4 (1.39%) Solace
12 3 (1.04%) Progress
13 2 (0.69%) Cognos
13 2 (0.69%) MicroStrategy
13 2 (0.69%) Teradata