Data Structures Contracts in England

Data Structures
UK > England

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in England. Included is a benchmarking guide to the contractor rates 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 283 315 260
Rank change year-on-year +32 -55 -13
Contract jobs citing Data Structures 279 404 770
As % of all contract jobs advertised in England 0.75% 0.80% 1.08%
As % of the Miscellaneous category 2.45% 2.38% 3.19%
Number of daily rates quoted 190 286 502
10th Percentile £409 £411 £413
25th Percentile £463 £500 £513
Median daily rate (50th Percentile) £556 £575 £637
Median % change year-on-year -3.26% -9.70% +10.74%
75th Percentile £700 £750 £761
90th Percentile £778 £944 £850
UK median daily rate £550 £575 £613
% change year-on-year -4.35% -6.12% +11.36%
Number of hourly rates quoted 3 5 5
10th Percentile £40.10 £29.20 £12.55
25th Percentile £40.25 £36.25 £15.63
Median hourly rate £40.50 £79.19 £16.82
Median % change year-on-year -48.86% +370.81% -67.02%
75th Percentile £55.25 - £17.23
90th Percentile £64.10 - £23.04
UK median hourly rate £40.50 £57.72 £16.82
% change year-on-year -29.83% +243.16% -61.33%

All Generic Skills
England

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 contract job vacancies advertised in England with a requirement for generic IT skills.

Contract vacancies with a requirement for generic IT skills 11,373 17,010 24,101
As % of all contract IT jobs advertised in England 30.77% 33.65% 33.88%
Number of daily rates quoted 7,425 11,824 17,120
10th Percentile £263 £313 £313
25th Percentile £413 £450 £437
Median daily rate (50th Percentile) £550 £575 £550
Median % change year-on-year -4.35% +4.55% +10.00%
75th Percentile £675 £695 £675
90th Percentile £800 £800 £775
UK median daily rate £538 £550 £550
% change year-on-year -2.27% - +10.00%
Number of hourly rates quoted 818 598 643
10th Percentile £12.25 £9.80 £14.25
25th Percentile £15.16 £10.63 £16.50
Median hourly rate £30.00 £22.50 £26.98
Median % change year-on-year +33.33% -16.60% +1.24%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £70.00 £75.15 £65.77
UK median hourly rate £28.50 £22.49 £27.50
% change year-on-year +26.75% -18.24% +3.19%

Data Structures
Job Vacancy Trend in England

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

Job vacancy trend for Data Structures in England

Data Structures
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Structures in England.

Daily rate trend for Data Structures in England

Data Structures
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Structures in England over the 6 months to 27 April 2024.

Daily rate histogram for Data Structures in England

Data Structures
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Structures in England.

Hourly rate trend for Data Structures in England

Data Structures
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Structures in England over the 6 months to 27 April 2024.

Hourly rate histogram for Data Structures in England

Data Structures
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Structures within the England 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +21 169 £638 +2.00% 114
North of England +61 45 £550 +10.00% 24
North West +37 32 £538 +19.44% 11
Midlands +23 22 £581 -3.13% 15
West Midlands +38 20 £531 +1.19% 11
South West +27 13 £525 -1.41% 8
East of England +18 11 £463 -7.50% 18
Yorkshire +26 10 £635 +15.45% 7
South East -45 8 £563 -2.17% 14
North East +24 6 £330 -40.00% 6
East Midlands +10 2 £638 +6.25% 4
Data Structures
UK

Data Structures
Co-occurring Skills and Capabilities in England 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 15 (5.38%) SharePoint
2 9 (3.23%) Confluence
3 7 (2.51%) Apache Spark
4 6 (2.15%) Apache
4 6 (2.15%) SAS
5 4 (1.43%) OpenStack
6 3 (1.08%) Apache Airflow
7 2 (0.72%) CICS
7 2 (0.72%) Jupyter
8 1 (0.36%) CMS
8 1 (0.36%) Ethereum
8 1 (0.36%) Hyperledger
8 1 (0.36%) IBM Notes
Applications
1 11 (3.94%) Microsoft Excel
2 2 (0.72%) Microsoft Office
3 1 (0.36%) Microsoft PowerPoint
3 1 (0.36%) Sketch
3 1 (0.36%) Spreadsheet
Business Applications
1 26 (9.32%) Dynamics AX
2 13 (4.66%) SAP S/4HANA
3 4 (1.43%) Sparx Enterprise Architect
4 2 (0.72%) NetSuite
4 2 (0.72%) SAP GTS
4 2 (0.72%) SAP SD
5 1 (0.36%) Oracle ERP
5 1 (0.36%) SAP Business ByDesign
5 1 (0.36%) SAP IBP
5 1 (0.36%) SAP MDG
5 1 (0.36%) SAP MDM
5 1 (0.36%) Shopify
Cloud Services
1 86 (30.82%) Azure
2 43 (15.41%) Power Platform
3 32 (11.47%) AWS
4 28 (10.04%) Power Automate
4 28 (10.04%) PowerApps
5 27 (9.68%) Dynamics 365
6 26 (9.32%) Azure DevOps
7 17 (6.09%) GCP
8 15 (5.38%) Microsoft 365
9 12 (4.30%) Microsoft Purview
10 11 (3.94%) Amazon S3
10 11 (3.94%) Azure Stack
11 8 (2.87%) Amazon EC2
12 7 (2.51%) GitHub
13 6 (2.15%) Apigee
13 6 (2.15%) Azure Synapse Analytics
13 6 (2.15%) Google Kubernetes Engine
13 6 (2.15%) Kong
13 6 (2.15%) SaaS
13 6 (2.15%) Snowflake
Communications & Networking
1 11 (3.94%) DNS
2 10 (3.58%) Firewall
3 6 (2.15%) HTTP
3 6 (2.15%) TCP/IP
3 6 (2.15%) VPN
4 4 (1.43%) DHCP
4 4 (1.43%) Wi-Fi
5 2 (0.72%) SSH
6 1 (0.36%) Intrusion Detection
6 1 (0.36%) Wireless
Database & Business Intelligence
1 43 (15.41%) Power BI
2 36 (12.90%) Data Lake
3 31 (11.11%) Data Warehouse
4 29 (10.39%) Relational Database
5 18 (6.45%) NoSQL
6 13 (4.66%) Big Data
7 12 (4.30%) SQL Server
8 11 (3.94%) MongoDB
8 11 (3.94%) Snowflake Schema
9 10 (3.58%) Tableau
10 9 (3.23%) Metadata
11 8 (2.87%) PostgreSQL
12 7 (2.51%) KDB
12 7 (2.51%) RDBMS
13 6 (2.15%) Elasticsearch
14 5 (1.79%) Redis
14 5 (1.79%) Star Schema
15 4 (1.43%) Hadoop
15 4 (1.43%) SQL Server Integration Services
16 3 (1.08%) SQL Server Analysis Services
Development Applications
1 18 (6.45%) JIRA
2 17 (6.09%) Jenkins
3 14 (5.02%) GitLab
4 12 (4.30%) Git
5 6 (2.15%) Atlassian Bamboo
5 6 (2.15%) CircleCI
5 6 (2.15%) Travis CI
5 6 (2.15%) webpack
6 4 (1.43%) Jasmine
6 4 (1.43%) JUnit
6 4 (1.43%) Karma Test Runner
6 4 (1.43%) Mocha
7 3 (1.08%) Gradle
7 3 (1.08%) SonarQube
8 2 (0.72%) Ant
8 2 (0.72%) Cucumber
8 2 (0.72%) ERwin
8 2 (0.72%) kappa
8 2 (0.72%) Maven
8 2 (0.72%) PowerDesigner
General
1 109 (39.07%) Social Skills
2 87 (31.18%) Analytical Skills
3 73 (26.16%) Finance
4 43 (15.41%) Public Sector
5 32 (11.47%) Retail
6 27 (9.68%) General Ledger
7 16 (5.73%) Front Office
8 14 (5.02%) Banking
9 12 (4.30%) Pharmaceutical
10 7 (2.51%) Manufacturing
11 6 (2.15%) Presentation Skills
12 5 (1.79%) Telecoms
13 4 (1.43%) Investment Banking
13 4 (1.43%) Marketing
14 3 (1.08%) Influencing Skills
14 3 (1.08%) Legal
14 3 (1.08%) Organisational Skills
14 3 (1.08%) Police
15 2 (0.72%) Financial Institution
15 2 (0.72%) Inclusion and Diversity
Job Titles
1 60 (21.51%) Developer
2 57 (20.43%) Architect
3 42 (15.05%) Senior
4 40 (14.34%) Analyst
5 39 (13.98%) Consultant
6 33 (11.83%) Data Architect
7 26 (9.32%) Data Analyst
8 22 (7.89%) Java Developer
9 19 (6.81%) Microsoft Consultant
10 18 (6.45%) Data Engineer
11 17 (6.09%) Technical Architect
12 15 (5.38%) Dynamics 365 Consultant
13 14 (5.02%) Senior Analyst
14 13 (4.66%) SAP Analyst
14 13 (4.66%) SAP Data Analyst
14 13 (4.66%) Senior Data Analyst
15 12 (4.30%) SharePoint Architect
16 11 (3.94%) Lead
16 11 (3.94%) Python Developer
17 10 (3.58%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 30 (10.75%) JSON
1 30 (10.75%) React
2 24 (8.60%) XML
3 22 (7.89%) REST
4 19 (6.81%) Spring
5 17 (6.09%) CSS
5 17 (6.09%) HTML
5 17 (6.09%) RESTful
6 15 (5.38%) Kafka
7 13 (4.66%) Node.js
8 9 (3.23%) AngularJS
8 9 (3.23%) YAML
9 8 (2.87%) JSON Schema
9 8 (2.87%) RabbitMQ
10 7 (2.51%) .NET
10 7 (2.51%) Django
10 7 (2.51%) Pandas
11 6 (2.15%) Elastic Stack
11 6 (2.15%) Hibernate
11 6 (2.15%) Web Services
Miscellaneous
1 89 (31.90%) Algorithms
2 28 (10.04%) Distributed Systems
3 19 (6.81%) Cloud Native
4 16 (5.73%) Product Ownership
5 15 (5.38%) Enterprise Software
6 14 (5.02%) Derivative
7 13 (4.66%) Management Information System
7 13 (4.66%) Reference Data
8 10 (3.58%) Fixed Income
9 7 (2.51%) Foreign Exchange (FX)
9 7 (2.51%) Life Science
9 7 (2.51%) Self-Motivation
10 5 (1.79%) Client/Server
10 5 (1.79%) Data Protection Act
10 5 (1.79%) NHS
11 4 (1.43%) Data Centre
11 4 (1.43%) Hedge funds
11 4 (1.43%) Renewable Energy
12 3 (1.08%) Greenfield Project
12 3 (1.08%) Marketing Technology
Operating Systems
1 29 (10.39%) Linux
2 11 (3.94%) Unix
3 3 (1.08%) Android
4 1 (0.36%) Windows
Processes & Methodologies
1 81 (29.03%) Agile
2 76 (27.24%) Data Modelling
3 61 (21.86%) Business Intelligence
4 55 (19.71%) DevOps
5 53 (19.00%) Analytics
6 48 (17.20%) Computer Science
7 47 (16.85%) Migration
8 46 (16.49%) Problem-Solving
9 44 (15.77%) CI/CD
10 40 (14.34%) Requirements Gathering
11 39 (13.98%) Microservices
12 37 (13.26%) ETL
13 34 (12.19%) Data Migration
14 33 (11.83%) Design Patterns
15 32 (11.47%) Data Architecture
16 30 (10.75%) Data Governance
17 29 (10.39%) Accounts Payable
17 29 (10.39%) Requirements Workshops
18 27 (9.68%) Data Analysis
19 26 (9.32%) Change Management
Programming Languages
1 73 (26.16%) Python
2 59 (21.15%) Java
2 59 (21.15%) SQL
3 30 (10.75%) JavaScript
4 19 (6.81%) C++
5 12 (4.30%) Go
5 12 (4.30%) Shell Script
6 11 (3.94%) C#
6 11 (3.94%) TypeScript
7 9 (3.23%) C
8 8 (2.87%) Perl
9 7 (2.51%) Bash
9 7 (2.51%) R
10 6 (2.15%) Kotlin
10 6 (2.15%) PowerShell
10 6 (2.15%) Scala
11 4 (1.43%) ABAP
12 3 (1.08%) Ruby
12 3 (1.08%) T-SQL
13 2 (0.72%) VBA
Qualifications
1 57 (20.43%) Degree
2 25 (8.96%) Computer Science Degree
2 25 (8.96%) SC Cleared
2 25 (8.96%) Security Cleared
3 5 (1.79%) Master's Degree
4 4 (1.43%) Numerate Degree
5 3 (1.08%) DV Cleared
6 1 (0.36%) AWS Certification
6 1 (0.36%) AWS Certified Solutions Architect
6 1 (0.36%) BPSS Clearance
6 1 (0.36%) Microsoft Certification
6 1 (0.36%) PhD
Quality Assurance & Compliance
1 47 (16.85%) Data Quality
2 18 (6.45%) GDPR
3 14 (5.02%) QA
4 5 (1.79%) Accessibility
5 1 (0.36%) MiFID
5 1 (0.36%) NIST
System Software
1 19 (6.81%) Docker
2 8 (2.87%) Apache ZooKeeper
3 2 (0.72%) Virtual Machines
Systems Management
1 34 (12.19%) Kubernetes
2 14 (5.02%) Grafana
2 14 (5.02%) Prometheus
3 9 (3.23%) Terraform
4 8 (2.87%) Consul
5 6 (2.15%) Ansible
5 6 (2.15%) Docker Swarm
5 6 (2.15%) Kibana
5 6 (2.15%) logstash
5 6 (2.15%) Progress Chef
5 6 (2.15%) Puppet
6 1 (0.36%) Argo
6 1 (0.36%) Istio
6 1 (0.36%) Single Sign-On
Vendors
1 80 (28.67%) Microsoft
2 29 (10.39%) SAP
3 15 (5.38%) NetApp
4 10 (3.58%) Oracle
5 9 (3.23%) Ariba
6 8 (2.87%) Databricks
6 8 (2.87%) SaltStack
7 7 (2.51%) ServiceNow
7 7 (2.51%) Splunk
8 5 (1.79%) Autodesk
8 5 (1.79%) Google
8 5 (1.79%) ION Trading
9 4 (1.43%) Sparx
10 3 (1.08%) IBM
11 2 (0.72%) CA
11 2 (0.72%) Salesforce
11 2 (0.72%) Talend
12 1 (0.36%) Guidewire
12 1 (0.36%) MuleSoft
12 1 (0.36%) New Relic