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

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 292 322 264
Rank change year-on-year +30 -58 -23
Contract jobs citing Data Structures 271 384 766
As % of all contract jobs advertised in England 0.73% 0.77% 1.08%
As % of the Miscellaneous category 2.39% 2.28% 3.18%
Number of daily rates quoted 181 270 499
10th Percentile £400 £409 £425
25th Percentile £463 £500 £513
Median daily rate (50th Percentile) £575 £575 £638
Median % change year-on-year - -9.80% +10.87%
75th Percentile £700 £750 £763
90th Percentile £825 £950 £850
UK median daily rate £550 £575 £620
% change year-on-year -4.35% -7.26% +12.73%
Number of hourly rates quoted 3 5 7
10th Percentile £40.10 £29.20 £13.58
25th Percentile £40.25 £36.25 £16.02
Median hourly rate £40.50 £79.19 £16.82
Median % change year-on-year -48.86% +370.81% -67.02%
75th Percentile £55.25 - £25.70
90th Percentile £64.10 - £38.14
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 11,330 16,806 24,115
As % of all contract IT jobs advertised in England 30.73% 33.64% 33.90%
Number of daily rates quoted 7,437 11,667 17,134
10th Percentile £263 £313 £313
25th Percentile £413 £450 £438
Median daily rate (50th Percentile) £550 £573 £550
Median % change year-on-year -3.93% +4.09% +10.00%
75th Percentile £675 £694 £675
90th Percentile £800 £800 £775
UK median daily rate £538 £550 £550
% change year-on-year -2.18% - +10.00%
Number of hourly rates quoted 818 591 637
10th Percentile £12.25 £9.80 £14.25
25th Percentile £15.17 £10.63 £16.50
Median hourly rate £31.50 £22.49 £26.50
Median % change year-on-year +40.09% -15.15% +1.09%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £70.00 £77.50 £65.96
UK median hourly rate £30.14 £22.49 £27.25
% change year-on-year +34.04% -17.49% +3.52%

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 5 May 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 5 May 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 5 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +46 172 £650 +3.17% 140
North of England +47 34 £525 +5.00% 23
North West +37 23 £525 +18.31% 12
Midlands +30 22 £563 -6.25% 14
West Midlands +33 21 £531 +1.19% 11
South West +29 13 £525 -2.78% 10
East of England +19 12 £463 -7.50% 19
South East -40 9 £563 -2.17% 11
Yorkshire +24 8 £645 +17.27% 7
North East +21 6 £330 -40.00% 4
East Midlands +10 1 £675 +12.50% 3
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 (5.54%) SharePoint
2 9 (3.32%) Confluence
3 7 (2.58%) Apache Spark
3 7 (2.58%) SAS
4 6 (2.21%) Apache
5 4 (1.48%) OpenStack
6 3 (1.11%) Apache Airflow
6 3 (1.11%) CMS
6 3 (1.11%) Jupyter
7 1 (0.37%) Ethereum
7 1 (0.37%) Hyperledger
7 1 (0.37%) IBM Notes
Applications
1 10 (3.69%) Microsoft Excel
2 2 (0.74%) Microsoft Office
2 2 (0.74%) Spreadsheet
3 1 (0.37%) Sketch
Business Applications
1 26 (9.59%) Dynamics AX
2 7 (2.58%) SAP S/4HANA
3 4 (1.48%) Sparx Enterprise Architect
4 2 (0.74%) NetSuite
4 2 (0.74%) SAP GTS
4 2 (0.74%) SAP SD
5 1 (0.37%) Oracle EBS
5 1 (0.37%) Oracle ERP
5 1 (0.37%) Oracle Payroll
5 1 (0.37%) SAP Business ByDesign
5 1 (0.37%) SAP IBP
5 1 (0.37%) SAP MDM
5 1 (0.37%) Shopify
Cloud Services
1 86 (31.73%) Azure
2 44 (16.24%) Power Platform
3 32 (11.81%) AWS
4 29 (10.70%) Power Automate
4 29 (10.70%) PowerApps
5 27 (9.96%) Azure DevOps
5 27 (9.96%) Dynamics 365
6 19 (7.01%) GCP
7 15 (5.54%) Microsoft 365
8 12 (4.43%) Microsoft Purview
9 11 (4.06%) Amazon S3
9 11 (4.06%) Azure Stack
10 8 (2.95%) Amazon EC2
11 7 (2.58%) GitHub
12 6 (2.21%) Apigee
12 6 (2.21%) Google Kubernetes Engine
12 6 (2.21%) Kong
12 6 (2.21%) Snowflake
13 5 (1.85%) Azure Data Factory
13 5 (1.85%) npm
Communications & Networking
1 11 (4.06%) DNS
2 10 (3.69%) Firewall
3 6 (2.21%) HTTP
3 6 (2.21%) TCP/IP
3 6 (2.21%) VPN
4 4 (1.48%) DHCP
4 4 (1.48%) Wi-Fi
5 2 (0.74%) SSH
6 1 (0.37%) Intrusion Detection
6 1 (0.37%) RS-485
6 1 (0.37%) Wireless
Database & Business Intelligence
1 44 (16.24%) Power BI
2 36 (13.28%) Data Lake
3 32 (11.81%) Relational Database
4 31 (11.44%) Data Warehouse
5 18 (6.64%) NoSQL
6 13 (4.80%) Big Data
7 11 (4.06%) MongoDB
7 11 (4.06%) Snowflake Schema
7 11 (4.06%) SQL Server
8 10 (3.69%) Tableau
9 9 (3.32%) Metadata
10 8 (2.95%) KDB
11 7 (2.58%) PostgreSQL
11 7 (2.58%) RDBMS
12 6 (2.21%) Elasticsearch
13 5 (1.85%) Redis
13 5 (1.85%) Star Schema
14 4 (1.48%) Hadoop
14 4 (1.48%) SQL Server Integration Services
15 3 (1.11%) SQL Server Analysis Services
Development Applications
1 19 (7.01%) JIRA
2 17 (6.27%) Jenkins
3 14 (5.17%) Git
3 14 (5.17%) GitLab
4 6 (2.21%) Atlassian Bamboo
4 6 (2.21%) CircleCI
4 6 (2.21%) Travis CI
4 6 (2.21%) webpack
5 4 (1.48%) Gradle
5 4 (1.48%) Jasmine
5 4 (1.48%) JUnit
5 4 (1.48%) Karma Test Runner
5 4 (1.48%) Mocha
6 3 (1.11%) SonarQube
7 2 (0.74%) Ant
7 2 (0.74%) Bitbucket
7 2 (0.74%) Cucumber
7 2 (0.74%) ERwin
7 2 (0.74%) IntelliJ
7 2 (0.74%) TeamCity
General
1 105 (38.75%) Social Skills
2 87 (32.10%) Analytical Skills
3 75 (27.68%) Finance
4 42 (15.50%) Public Sector
5 33 (12.18%) Retail
6 27 (9.96%) General Ledger
7 17 (6.27%) Front Office
8 14 (5.17%) Banking
9 8 (2.95%) Pharmaceutical
10 7 (2.58%) Presentation Skills
11 6 (2.21%) Telecoms
12 5 (1.85%) Manufacturing
12 5 (1.85%) Marketing
13 4 (1.48%) Investment Banking
14 3 (1.11%) Influencing Skills
14 3 (1.11%) Legal
14 3 (1.11%) Organisational Skills
15 2 (0.74%) Electronics
15 2 (0.74%) Inclusion and Diversity
15 2 (0.74%) Police
Job Titles
1 63 (23.25%) Developer
2 57 (21.03%) Architect
3 40 (14.76%) Consultant
4 38 (14.02%) Senior
5 33 (12.18%) Data Architect
6 30 (11.07%) Analyst
7 23 (8.49%) Java Developer
8 19 (7.01%) Microsoft Consultant
9 17 (6.27%) Data Engineer
9 17 (6.27%) Technical Architect
10 16 (5.90%) Data Analyst
11 15 (5.54%) Dynamics 365 Consultant
12 12 (4.43%) SharePoint Architect
13 11 (4.06%) Python Developer
14 10 (3.69%) Lead
14 10 (3.69%) Site Reliability Engineer
15 9 (3.32%) Python Engineer
15 9 (3.32%) Senior Developer
15 9 (3.32%) Site Engineer
16 8 (2.95%) Software Engineer
Libraries, Frameworks & Software Standards
1 31 (11.44%) JSON
1 31 (11.44%) React
2 26 (9.59%) XML
3 25 (9.23%) REST
4 20 (7.38%) Spring
5 17 (6.27%) CSS
5 17 (6.27%) HTML
5 17 (6.27%) RESTful
6 15 (5.54%) Kafka
7 14 (5.17%) Node.js
8 10 (3.69%) .NET
8 10 (3.69%) AngularJS
9 9 (3.32%) YAML
10 8 (2.95%) Django
10 8 (2.95%) JSON Schema
10 8 (2.95%) Pandas
10 8 (2.95%) RabbitMQ
11 7 (2.58%) Web Services
12 6 (2.21%) Elastic Stack
12 6 (2.21%) Hibernate
Miscellaneous
1 93 (34.32%) Algorithms
2 29 (10.70%) Distributed Systems
3 19 (7.01%) Cloud Native
4 18 (6.64%) Enterprise Software
5 16 (5.90%) Product Ownership
6 15 (5.54%) Derivative
7 13 (4.80%) Management Information System
7 13 (4.80%) Reference Data
8 11 (4.06%) Fixed Income
9 8 (2.95%) Self-Motivation
10 7 (2.58%) Foreign Exchange (FX)
11 6 (2.21%) Data Protection Act
12 5 (1.85%) Client/Server
12 5 (1.85%) NHS
13 4 (1.48%) Data Centre
13 4 (1.48%) Hedge funds
13 4 (1.48%) Renewable Energy
13 4 (1.48%) Virtual Team
14 3 (1.11%) Blockchain
14 3 (1.11%) Marketing Technology
Operating Systems
1 31 (11.44%) Linux
2 12 (4.43%) Unix
3 3 (1.11%) Android
4 1 (0.37%) Windows
Processes & Methodologies
1 87 (32.10%) Agile
2 72 (26.57%) Data Modelling
3 64 (23.62%) Business Intelligence
4 57 (21.03%) DevOps
5 52 (19.19%) Computer Science
6 51 (18.82%) Analytics
7 49 (18.08%) Problem-Solving
8 46 (16.97%) CI/CD
9 44 (16.24%) Migration
10 41 (15.13%) Microservices
11 38 (14.02%) Requirements Gathering
12 37 (13.65%) ETL
13 34 (12.55%) Design Patterns
14 32 (11.81%) Data Architecture
14 32 (11.81%) Data Migration
15 30 (11.07%) Data Governance
16 29 (10.70%) Accounts Payable
16 29 (10.70%) Requirements Workshops
17 27 (9.96%) OO
18 26 (9.59%) Change Management
Programming Languages
1 73 (26.94%) Python
2 60 (22.14%) Java
2 60 (22.14%) SQL
3 30 (11.07%) JavaScript
4 19 (7.01%) C++
5 13 (4.80%) C#
5 13 (4.80%) Go
6 12 (4.43%) Shell Script
7 11 (4.06%) TypeScript
8 9 (3.32%) C
8 9 (3.32%) Perl
9 7 (2.58%) Bash
10 6 (2.21%) Kotlin
10 6 (2.21%) PowerShell
10 6 (2.21%) R
10 6 (2.21%) Scala
11 4 (1.48%) ABAP
11 4 (1.48%) Rust
12 3 (1.11%) Ruby
13 2 (0.74%) VBA
Qualifications
1 60 (22.14%) Degree
2 27 (9.96%) Computer Science Degree
3 23 (8.49%) SC Cleared
3 23 (8.49%) Security Cleared
4 6 (2.21%) Master's Degree
5 4 (1.48%) Numerate Degree
6 3 (1.11%) DV Cleared
7 2 (0.74%) PhD
8 1 (0.37%) AWS Certification
8 1 (0.37%) AWS Certified Solutions Architect
8 1 (0.37%) BPSS Clearance
8 1 (0.37%) Microsoft Certification
Quality Assurance & Compliance
1 39 (14.39%) Data Quality
2 16 (5.90%) GDPR
3 14 (5.17%) QA
4 5 (1.85%) Accessibility
5 1 (0.37%) MiFID
5 1 (0.37%) NIST
System Software
1 21 (7.75%) Docker
2 8 (2.95%) Apache ZooKeeper
3 2 (0.74%) Virtual Machines
Systems Management
1 36 (13.28%) Kubernetes
2 14 (5.17%) Grafana
2 14 (5.17%) Prometheus
3 9 (3.32%) Terraform
4 8 (2.95%) Consul
5 6 (2.21%) Ansible
5 6 (2.21%) Docker Swarm
5 6 (2.21%) Kibana
5 6 (2.21%) logstash
5 6 (2.21%) Progress Chef
5 6 (2.21%) Puppet
6 1 (0.37%) Argo
6 1 (0.37%) Istio
6 1 (0.37%) Single Sign-On
Vendors
1 80 (29.52%) Microsoft
2 22 (8.12%) SAP
3 15 (5.54%) NetApp
4 11 (4.06%) Oracle
5 8 (2.95%) SaltStack
6 7 (2.58%) Databricks
6 7 (2.58%) Splunk
7 6 (2.21%) ION Trading
8 5 (1.85%) Ariba
8 5 (1.85%) Autodesk
8 5 (1.85%) Google
9 4 (1.48%) ServiceNow
9 4 (1.48%) Sparx
10 2 (0.74%) CA
10 2 (0.74%) Salesforce
10 2 (0.74%) Talend
11 1 (0.37%) Genesys
11 1 (0.37%) IBM
11 1 (0.37%) JD Edwards
11 1 (0.37%) Lotus