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

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 250 223 178
Rank change year-on-year -27 -45 +43
Permanent jobs citing Data Structures 289 563 1,656
As % of all permanent jobs advertised in London 1.23% 1.66% 2.41%
As % of the Miscellaneous category 3.02% 3.58% 4.77%
Number of salaries quoted 180 358 414
10th Percentile £46,250 £51,512 £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 £100,750
90th Percentile £117,625 £130,750 £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 9,555 15,718 34,694
As % of all permanent jobs advertised in London 40.51% 46.22% 50.49%
Number of salaries quoted 6,771 10,642 15,411
10th Percentile £37,500 £44,192 £45,000
25th Percentile £51,750 £56,250 £55,748
Median annual salary (50th Percentile) £75,000 £75,554 £75,000
Median % change year-on-year -0.73% +0.74% +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 14 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 14 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 +41 27 £88,750 -1.39% 8
South London +5 6 £88,250 +21.72% 1
East London - 2 £72,500 - 1
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 (6.57%) Apache Spark
2 9 (3.11%) Apache
3 4 (1.38%) Apache Airflow
3 4 (1.38%) 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 (5.19%) Microsoft Excel
2 14 (4.84%) Microsoft Office
3 4 (1.38%) 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%) 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 81 (28.03%) Azure
2 72 (24.91%) AWS
3 35 (12.11%) Azure DevOps
4 33 (11.42%) Power Platform
5 27 (9.34%) GCP
5 27 (9.34%) SaaS
6 26 (9.00%) Serverless
7 16 (5.54%) AWS Lambda
8 10 (3.46%) Azure API Management
8 10 (3.46%) Azure Functions
8 10 (3.46%) Azure Logic Apps
8 10 (3.46%) Azure Service Bus
8 10 (3.46%) Azure Synapse Analytics
8 10 (3.46%) IBM Cloud
8 10 (3.46%) PaaS
9 8 (2.77%) Azure Data Factory
9 8 (2.77%) Heroku
10 6 (2.08%) Azure Cognitive Services
10 6 (2.08%) Power Automate
10 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 (11.07%) Relational Database
2 27 (9.34%) Power BI
3 26 (9.00%) PostgreSQL
4 23 (7.96%) NoSQL
5 20 (6.92%) Elasticsearch
6 18 (6.23%) SQL Server
7 16 (5.54%) Big Data
8 15 (5.19%) MongoDB
9 12 (4.15%) Data Lake
9 12 (4.15%) Data Warehouse
10 10 (3.46%) DB2
10 10 (3.46%) Tableau
11 8 (2.77%) Hadoop
12 7 (2.42%) Data Vault
12 7 (2.42%) Delta Lake
13 6 (2.08%) Azure SQL Database
13 6 (2.08%) BigQuery
13 6 (2.08%) Data Mining
13 6 (2.08%) MySQL
13 6 (2.08%) SQL Server Integration Services
Development Applications
1 43 (14.88%) Git
2 19 (6.57%) JIRA
3 7 (2.42%) Maven
4 5 (1.73%) Jasmine
4 5 (1.73%) Jenkins
4 5 (1.73%) Karma Test Runner
5 4 (1.38%) Grunt
5 4 (1.38%) gulp
5 4 (1.38%) 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
1 124 (42.91%) Social Skills
2 80 (27.68%) Finance
3 34 (11.76%) Legal
4 33 (11.42%) Analytical Skills
5 25 (8.65%) Inclusion and Diversity
6 23 (7.96%) Presentation Skills
7 22 (7.61%) Banking
8 19 (6.57%) Retail
9 16 (5.54%) Law
10 11 (3.81%) Public Sector
11 8 (2.77%) Tech for Good
12 7 (2.42%) Front Office
12 7 (2.42%) Games
12 7 (2.42%) Health Technology
12 7 (2.42%) Organisational Skills
13 6 (2.08%) Investment Banking
13 6 (2.08%) Marketing
14 3 (1.04%) Financial Institution
14 3 (1.04%) Pharmaceutical
15 2 (0.69%) Billing
Job Titles
1 110 (38.06%) Developer
2 54 (18.69%) Senior
3 41 (14.19%) Lead
4 37 (12.80%) Software Engineer
5 22 (7.61%) Architect
6 21 (7.27%) Analyst
7 19 (6.57%) Data Engineer
7 19 (6.57%) Python Developer
8 18 (6.23%) Full Stack Developer
8 18 (6.23%) Senior Manager
9 14 (4.84%) Senior Architect
10 13 (4.50%) Lead Software Engineer
10 13 (4.50%) Salesforce Architect
10 13 (4.50%) Senior Developer
10 13 (4.50%) Senior Salesforce Architect
10 13 (4.50%) Technical Architect
11 12 (4.15%) Software Developer
12 11 (3.81%) C# Software Engineer
12 11 (3.81%) Data Analyst
12 11 (3.81%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 50 (17.30%) CSS
1 50 (17.30%) HTML
2 48 (16.61%) .NET
3 34 (11.76%) JSON
4 29 (10.03%) REST
5 28 (9.69%) React
6 27 (9.34%) AngularJS
7 22 (7.61%) Node.js
8 21 (7.27%) .NET Core
8 21 (7.27%) Web Services
9 19 (6.57%) Kafka
9 19 (6.57%) PyTorch
10 18 (6.23%) Django
11 17 (5.88%) TensorFlow
11 17 (5.88%) Vue
12 16 (5.54%) Flask
13 14 (4.84%) Apache Beam
13 14 (4.84%) OAuth
13 14 (4.84%) OpenID
14 13 (4.50%) Spring
Miscellaneous
1 128 (44.29%) Algorithms
2 46 (15.92%) Client/Server
3 29 (10.03%) Virtual Team
4 17 (5.88%) Product Ownership
5 16 (5.54%) Cloud Native
6 15 (5.19%) Blockchain
6 15 (5.19%) Distributed Systems
6 15 (5.19%) Self-Motivation
7 12 (4.15%) Hedge funds
8 11 (3.81%) Management Information System
9 10 (3.46%) Hybrid Cloud
10 9 (3.11%) Public Cloud
11 7 (2.42%) Reinsurance
12 6 (2.08%) NHS
13 5 (1.73%) CUDA
13 5 (1.73%) Onboarding
14 4 (1.38%) IoT
14 4 (1.38%) Legacy Systems
14 4 (1.38%) Online Gambling
14 4 (1.38%) Wiki
Operating Systems
1 15 (5.19%) Linux
2 13 (4.50%) Android
2 13 (4.50%) Apple iOS
2 13 (4.50%) Windows
3 1 (0.35%) Windows Vista
Processes & Methodologies
1 148 (51.21%) Agile
2 117 (40.48%) Problem-Solving
3 102 (35.29%) Computer Science
4 94 (32.53%) Software Engineering
5 69 (23.88%) Design Patterns
6 66 (22.84%) DevOps
7 65 (22.49%) OOP
8 58 (20.07%) Analytics
8 58 (20.07%) Data Science
9 56 (19.38%) Data Management
10 46 (15.92%) Data Modelling
10 46 (15.92%) ETL
11 43 (14.88%) Data Analysis
11 43 (14.88%) Full Stack Development
12 42 (14.53%) Mentoring
12 42 (14.53%) Microservices
13 41 (14.19%) Artificial Intelligence
14 39 (13.49%) Machine Learning
15 38 (13.15%) Data Strategy
16 37 (12.80%) Roadmaps
Programming Languages
1 107 (37.02%) Python
2 92 (31.83%) SQL
3 75 (25.95%) Java
4 59 (20.42%) JavaScript
5 53 (18.34%) C#
6 21 (7.27%) TypeScript
7 14 (4.84%) C++
8 13 (4.50%) Go
9 12 (4.15%) C
10 11 (3.81%) Ruby
11 10 (3.46%) PHP
12 9 (3.11%) Scala
13 7 (2.42%) Kotlin
13 7 (2.42%) R
14 6 (2.08%) PowerShell
15 5 (1.73%) T-SQL
16 4 (1.38%) Data Analysis Expressions
16 4 (1.38%) Rust
17 2 (0.69%) Shell Script
17 2 (0.69%) XPath
Qualifications
1 94 (32.53%) Degree
2 25 (8.65%) Computer Science Degree
3 20 (6.92%) Master's Degree
4 9 (3.11%) PhD
5 6 (2.08%) Security Cleared
6 5 (1.73%) Numerate Degree
7 4 (1.38%) 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 33 (11.42%) Data Quality
2 21 (7.27%) 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 (10.38%) Docker
2 1 (0.35%) NFS
2 1 (0.35%) VMware Infrastructure
Systems Management
1 17 (5.88%) Kubernetes
2 1 (0.35%) Podman
2 1 (0.35%) Terraform
Vendors
1 42 (14.53%) Microsoft
2 18 (6.23%) Oracle
3 17 (5.88%) Google
3 17 (5.88%) Salesforce
4 13 (4.50%) Databricks
5 12 (4.15%) IBM
5 12 (4.15%) OpenAI
6 10 (3.46%) Red Hat
6 10 (3.46%) SAP
7 7 (2.42%) Informatica
8 6 (2.08%) Automation Anywhere
8 6 (2.08%) Blue Prism
8 6 (2.08%) UiPath
9 5 (1.73%) Adobe
9 5 (1.73%) ION Trading
10 4 (1.38%) Solace
11 3 (1.04%) Progress
12 2 (0.69%) Cognos
12 2 (0.69%) MicroStrategy
12 2 (0.69%) Teradata