Data Structures Contracts in the North of England

Data Structures
England > North of England

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in the North of England. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 16 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 151 193 208
Rank change year-on-year +42 +15 -28
Contract jobs citing Data Structures 35 19 41
As % of all contract jobs advertised in the North of England 0.75% 0.34% 0.57%
As % of the Miscellaneous category 2.86% 1.12% 1.66%
Number of daily rates quoted 24 13 27
10th Percentile £413 £400 £325
25th Percentile £481 £419 £447
Median daily rate (50th Percentile) £538 £500 £525
Median % change year-on-year +7.50% -4.76% -2.33%
75th Percentile £628 £575 £575
90th Percentile £649 £595 £642
England median daily rate £591 £575 £635
% change year-on-year +2.83% -9.45% +13.90%
Number of hourly rates quoted 0 0 1
10th Percentile - - -
25th Percentile - - £21.50
Median hourly rate - - £23.00
75th Percentile - - £24.50
90th Percentile - - -
England median hourly rate £40.50 £79.19 £16.82
% change year-on-year -48.86% +370.81% -62.20%

All Generic Skills
North of 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 the North of England with a requirement for generic IT skills.

Contract vacancies with a requirement for generic IT skills 1,224 1,699 2,469
As % of all contract IT jobs advertised in the North of England 26.36% 30.41% 34.62%
Number of daily rates quoted 749 1,137 1,861
10th Percentile £266 £288 £201
25th Percentile £400 £410 £360
Median daily rate (50th Percentile) £495 £513 £475
Median % change year-on-year -3.41% +7.89% +11.76%
75th Percentile £582 £613 £575
90th Percentile £656 £688 £650
England median daily rate £550 £571 £550
% change year-on-year -3.64% +3.77% +10.00%
Number of hourly rates quoted 153 80 106
10th Percentile £12.15 £9.80 £11.36
25th Percentile £13.00 £10.63 £14.25
Median hourly rate £15.11 £16.85 £18.70
Median % change year-on-year -10.36% -9.89% +4.47%
75th Percentile £26.66 £40.85 £27.00
90th Percentile £48.24 £66.72 £45.38
England median hourly rate £34.21 £22.49 £27.00
% change year-on-year +52.15% -16.72% +2.99%

Data Structures
Job Vacancy Trend in the North of England

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

Job vacancy trend for Data Structures in the North of England

Data Structures
Contractor Daily Rate Trend in the North of England

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

Daily rate trend for Data Structures in the North of England

Data Structures
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Data Structures in the North of England over the 6 months to 16 May 2024.

Daily rate histogram for Data Structures in the North of England

Data Structures
Contractor Hourly Rate Trend in the North of England

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

Hourly rate trend for Data Structures in the North of England

Data Structures
Contract Job Locations in the North of 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 North of England region over the 6 months to 16 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
North West +28 21 £525 +18.31% 12
Yorkshire +21 11 £625 +13.64% 6
North East +14 6 £330 -45.00% 2
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the North of 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 9 (25.71%) Confluence
Business Applications
1 4 (11.43%) SAP S/4HANA
Cloud Services
1 16 (45.71%) Azure
2 10 (28.57%) GCP
3 9 (25.71%) AWS
3 9 (25.71%) GitHub
3 9 (25.71%) Kong
4 6 (17.14%) Apigee
4 6 (17.14%) Azure Stack
4 6 (17.14%) Microsoft Purview
5 4 (11.43%) npm
5 4 (11.43%) Yarn
6 2 (5.71%) Power Platform
7 1 (2.86%) Azure Synapse Analytics
7 1 (2.86%) Snowflake
Communications & Networking
1 9 (25.71%) DNS
1 9 (25.71%) Firewall
1 9 (25.71%) HTTP
1 9 (25.71%) TCP/IP
1 9 (25.71%) VPN
2 3 (8.57%) BIG-IP
2 3 (8.57%) F5 BIG-IP GTM
2 3 (8.57%) Reverse Proxy
2 3 (8.57%) SSL
Database & Business Intelligence
1 9 (25.71%) Elasticsearch
2 7 (20.00%) Data Warehouse
3 6 (17.14%) Snowflake Schema
4 4 (11.43%) Redis
5 2 (5.71%) Power BI
6 1 (2.86%) BigQuery
6 1 (2.86%) Electronic Patient Records
6 1 (2.86%) ThoughtSpot
Development Applications
1 9 (25.71%) Atlassian Bamboo
1 9 (25.71%) CircleCI
1 9 (25.71%) Git
1 9 (25.71%) GitLab
1 9 (25.71%) Jenkins
1 9 (25.71%) JIRA
1 9 (25.71%) Travis CI
2 4 (11.43%) Jasmine
2 4 (11.43%) Karma Test Runner
2 4 (11.43%) Mocha
2 4 (11.43%) webpack
General
1 12 (34.29%) Analytical Skills
1 12 (34.29%) Social Skills
2 5 (14.29%) Pharmaceutical
3 3 (8.57%) Manufacturing
4 2 (5.71%) Banking
4 2 (5.71%) Finance
4 2 (5.71%) Public Sector
5 1 (2.86%) Law
Job Titles
1 10 (28.57%) Analyst
2 9 (25.71%) Data Analyst
2 9 (25.71%) Developer
2 9 (25.71%) Senior
3 7 (20.00%) Senior Analyst
3 7 (20.00%) Senior Data Analyst
4 6 (17.14%) Architect
4 6 (17.14%) Automation Engineer
4 6 (17.14%) Data Architect
4 6 (17.14%) DevOps Automation Engineer
4 6 (17.14%) DevOps Engineer
4 6 (17.14%) SAP Analyst
4 6 (17.14%) SAP Data Analyst
5 3 (8.57%) ABAP Developer
5 3 (8.57%) SAP Developer
5 3 (8.57%) Security Engineer
6 2 (5.71%) .NET Developer
6 2 (5.71%) Java Developer
6 2 (5.71%) Senior Developer
6 2 (5.71%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 15 (42.86%) JSON
1 15 (42.86%) XML
2 9 (25.71%) Elastic Stack
2 9 (25.71%) YAML
3 6 (17.14%) REST
4 4 (11.43%) AngularJS
4 4 (11.43%) Kafka
4 4 (11.43%) React
5 3 (8.57%) .NET
5 3 (8.57%) .NET Core
5 3 (8.57%) .NET Framework
5 3 (8.57%) RESTful
5 3 (8.57%) Web Services
6 2 (5.71%) Spring
7 1 (2.86%) OLE
Miscellaneous
1 6 (17.14%) Algorithms
1 6 (17.14%) Product Ownership
1 6 (17.14%) Reference Data
2 4 (11.43%) Distributed Systems
2 4 (11.43%) Enterprise Software
3 2 (5.71%) Derivative
3 2 (5.71%) Self-Motivation
4 1 (2.86%) Cloud Native
4 1 (2.86%) NHS
Operating Systems
1 2 (5.71%) Linux
1 2 (5.71%) Unix
Processes & Methodologies
1 19 (54.29%) Agile
2 17 (48.57%) Data Modelling
3 13 (37.14%) Scrum
4 12 (34.29%) Problem-Solving
5 11 (31.43%) Stakeholder Management
6 9 (25.71%) API Integration
6 9 (25.71%) CI/CD
6 9 (25.71%) Collaborative Working
6 9 (25.71%) Containerisation
6 9 (25.71%) Continuous Deployment
6 9 (25.71%) Continuous Integration
6 9 (25.71%) DevOps
6 9 (25.71%) DevSecOps
6 9 (25.71%) Infrastructure as Code
6 9 (25.71%) Project Management
6 9 (25.71%) Secure Coding
6 9 (25.71%) Task Automation
6 9 (25.71%) Use Case
6 9 (25.71%) Workflow
7 8 (22.86%) Translating Business Requirements
Programming Languages
1 10 (28.57%) Python
2 9 (25.71%) Bash
2 9 (25.71%) PowerShell
3 7 (20.00%) SQL
4 4 (11.43%) C#
4 4 (11.43%) JavaScript
5 3 (8.57%) ABAP
5 3 (8.57%) ActionScript
6 2 (5.71%) Java
Qualifications
1 2 (5.71%) Degree
2 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 9 (25.71%) QA
2 8 (22.86%) Data Quality
3 7 (20.00%) GDPR
System Software
1 9 (25.71%) Docker
Systems Management
1 9 (25.71%) Ansible
1 9 (25.71%) Docker Swarm
1 9 (25.71%) Grafana
1 9 (25.71%) Kibana
1 9 (25.71%) Kubernetes
1 9 (25.71%) logstash
1 9 (25.71%) Progress Chef
1 9 (25.71%) Prometheus
1 9 (25.71%) Puppet
1 9 (25.71%) Terraform
Vendors
1 10 (28.57%) SAP
2 9 (25.71%) Splunk
3 4 (11.43%) Ariba
4 3 (8.57%) F5
5 2 (5.71%) Talend
6 1 (2.86%) Google
6 1 (2.86%) Microsoft
6 1 (2.86%) Salesforce