Data Structures Contracts in the North West

Data Structures
England > North West

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in the North West. 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 120 148 157
Rank change year-on-year +28 +9 -24
Contract jobs citing Data Structures 21 12 21
As % of all contract jobs advertised in the North West 0.79% 0.39% 0.52%
As % of the Miscellaneous category 3.05% 1.18% 1.48%
Number of daily rates quoted 14 8 16
10th Percentile £449 - £413
25th Percentile £469 £400 £461
Median daily rate (50th Percentile) £525 £444 £525
Median % change year-on-year +18.31% -15.48% +7.69%
75th Percentile £569 £528 £590
90th Percentile £632 £549 £634
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 West

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 West with a requirement for generic IT skills.

Contract vacancies with a requirement for generic IT skills 689 1,014 1,418
As % of all contract IT jobs advertised in the North West 25.83% 33.03% 35.20%
Number of daily rates quoted 457 665 1,078
10th Percentile £286 £300 £226
25th Percentile £413 £400 £363
Median daily rate (50th Percentile) £495 £500 £475
Median % change year-on-year -1.00% +5.26% +22.58%
75th Percentile £575 £619 £588
90th Percentile £688 £675 £663
England median daily rate £550 £571 £550
% change year-on-year -3.64% +3.77% +10.00%
Number of hourly rates quoted 75 40 64
10th Percentile £13.00 £16.85 £11.48
25th Percentile £15.00 £21.25 £14.19
Median hourly rate £25.25 £31.49 £20.00
Median % change year-on-year -19.82% +57.45% +11.73%
75th Percentile £40.63 £66.00 £40.38
90th Percentile £57.50 £70.00 £52.08
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 West

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

Job vacancy trend for Data Structures in the North West

Data Structures
Contractor Daily Rate Trend in the North West

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

Daily rate trend for Data Structures in the North West

Data Structures
Daily Rate Histogram in the North West

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

Daily rate histogram for Data Structures in the North West

Data Structures
Contractor Hourly Rate Trend in the North West

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

Hourly rate trend for Data Structures in the North West

Data Structures
Contract Job Locations in the North West

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 West 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
Manchester +20 11 £550 +7.32% 8
Cheshire +7 8 £525 +31.25%
Merseyside - 1 £500 - 4
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the North West 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:

Business Applications
1 4 (19.05%) SAP S/4HANA
Cloud Services
1 7 (33.33%) Azure
2 6 (28.57%) Azure Stack
2 6 (28.57%) Microsoft Purview
3 4 (19.05%) npm
3 4 (19.05%) Yarn
4 2 (9.52%) Power Platform
5 1 (4.76%) Azure Synapse Analytics
5 1 (4.76%) GCP
5 1 (4.76%) Snowflake
Database & Business Intelligence
1 7 (33.33%) Data Warehouse
2 6 (28.57%) Snowflake Schema
3 4 (19.05%) Redis
4 2 (9.52%) Power BI
5 1 (4.76%) BigQuery
5 1 (4.76%) Electronic Patient Records
5 1 (4.76%) ThoughtSpot
Development Applications
1 4 (19.05%) Jasmine
1 4 (19.05%) Karma Test Runner
1 4 (19.05%) Mocha
1 4 (19.05%) webpack
General
1 4 (19.05%) Pharmaceutical
2 2 (9.52%) Analytical Skills
2 2 (9.52%) Banking
2 2 (9.52%) Finance
2 2 (9.52%) Manufacturing
2 2 (9.52%) Public Sector
2 2 (9.52%) Social Skills
Job Titles
1 8 (38.10%) Analyst
1 8 (38.10%) Senior
2 7 (33.33%) Data Analyst
3 6 (28.57%) Architect
3 6 (28.57%) Data Architect
3 6 (28.57%) Developer
3 6 (28.57%) Senior Analyst
3 6 (28.57%) Senior Data Analyst
4 5 (23.81%) SAP Analyst
4 5 (23.81%) SAP Data Analyst
5 2 (9.52%) .NET Developer
5 2 (9.52%) Java Developer
5 2 (9.52%) Senior Developer
5 2 (9.52%) Senior Java Developer
6 1 (4.76%) Business Analyst
6 1 (4.76%) C# Developer
6 1 (4.76%) Data Engineer
6 1 (4.76%) Low Latency Java Developer
6 1 (4.76%) SAP P2P Analyst
6 1 (4.76%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (28.57%) JSON
1 6 (28.57%) REST
1 6 (28.57%) XML
2 4 (19.05%) AngularJS
2 4 (19.05%) Kafka
2 4 (19.05%) React
3 3 (14.29%) .NET
3 3 (14.29%) .NET Core
3 3 (14.29%) .NET Framework
3 3 (14.29%) RESTful
3 3 (14.29%) Web Services
4 2 (9.52%) Spring
Miscellaneous
1 6 (28.57%) Algorithms
1 6 (28.57%) Product Ownership
1 6 (28.57%) Reference Data
2 4 (19.05%) Distributed Systems
2 4 (19.05%) Enterprise Software
3 2 (9.52%) Derivative
3 2 (9.52%) Self-Motivation
4 1 (4.76%) Cloud Native
4 1 (4.76%) NHS
Operating Systems
1 2 (9.52%) Linux
1 2 (9.52%) Unix
Processes & Methodologies
1 12 (57.14%) Data Modelling
2 10 (47.62%) Agile
3 8 (38.10%) Microservices
4 6 (28.57%) Analytics
4 6 (28.57%) Change Management
4 6 (28.57%) Customer Experience
4 6 (28.57%) Data Analysis
4 6 (28.57%) Data Architecture
4 6 (28.57%) Data Governance
4 6 (28.57%) Data Integration
4 6 (28.57%) Data Lineage
4 6 (28.57%) Data Management
4 6 (28.57%) Data Mapping
4 6 (28.57%) Data Protection
4 6 (28.57%) Data Strategy
4 6 (28.57%) Design Patterns
4 6 (28.57%) Event-Driven
4 6 (28.57%) Multithreading
4 6 (28.57%) Translating Business Requirements
4 6 (28.57%) Value Proposition
Programming Languages
1 6 (28.57%) SQL
2 4 (19.05%) C#
2 4 (19.05%) JavaScript
3 2 (9.52%) Java
4 1 (4.76%) Python
Qualifications
1 2 (9.52%) Degree
2 1 (4.76%) Microsoft Certification
Quality Assurance & Compliance
1 7 (33.33%) Data Quality
2 6 (28.57%) GDPR
Vendors
1 6 (28.57%) SAP
2 4 (19.05%) Ariba
3 1 (4.76%) Google
3 1 (4.76%) Microsoft