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 in the North West. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Data Structures over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 117 138 159
Rank change year-on-year +21 +21 -18
Contract jobs citing Data Structures 18 12 23
As % of all contract jobs advertised in the North West 0.64% 0.40% 0.57%
As % of the Miscellaneous category 2.59% 1.24% 1.63%
Number of daily rates quoted 10 8 20
10th Percentile £461 - £458
25th Percentile £469 £400 £475
Median daily rate (50th Percentile) £550 £444 £525
Median % change year-on-year +23.94% -15.48% +10.53%
75th Percentile £645 £528 £575
90th Percentile £661 £549 £634
England median daily rate £595 £583 £625
% change year-on-year +2.15% -6.80% +8.70%
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 £19.91
% change year-on-year -48.86% +297.74% -55.26%

All Generic Skills
North West

Data Structures falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in the North West.

Contract vacancies with a requirement for generic IT skills 695 967 1,410
As % of all contract IT jobs advertised in the North West 24.89% 32.10% 35.00%
Number of daily rates quoted 437 633 1,075
10th Percentile £292 £295 £210
25th Percentile £413 £400 £355
Median daily rate (50th Percentile) £493 £500 £475
Median % change year-on-year -1.40% +5.26% +16.71%
75th Percentile £581 £606 £588
90th Percentile £690 £675 £675
England median daily rate £550 £565 £550
% change year-on-year -2.65% +2.73% +10.00%
Number of hourly rates quoted 72 39 56
10th Percentile £13.00 £16.50 £11.63
25th Percentile £15.00 £20.11 £14.25
Median hourly rate £25.25 £27.50 £19.25
Median % change year-on-year -8.18% +42.86% +7.24%
75th Percentile £39.06 £58.18 £27.25
90th Percentile £57.50 £67.60 £61.88
England median hourly rate £36.50 £22.49 £26.50
% change year-on-year +62.33% -15.15% +6.00%

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 12 June 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 12 June 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 +17 13 £563 +9.76% 4
Cheshire -6 3 - -
Merseyside - 1 £500 - 1
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:

Cloud Services
1 7 (38.89%) Azure
2 6 (33.33%) Azure Stack
2 6 (33.33%) Microsoft Purview
3 4 (22.22%) npm
3 4 (22.22%) Yarn
4 1 (5.56%) Azure Synapse Analytics
4 1 (5.56%) Power Platform
4 1 (5.56%) Snowflake
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
2 6 (33.33%) Snowflake Schema
3 4 (22.22%) Redis
4 1 (5.56%) Electronic Patient Records
4 1 (5.56%) Power BI
4 1 (5.56%) ThoughtSpot
Development Applications
1 4 (22.22%) Jasmine
1 4 (22.22%) Karma Test Runner
1 4 (22.22%) Mocha
1 4 (22.22%) webpack
2 1 (5.56%) Git
General
1 4 (22.22%) Finance
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Banking
2 2 (11.11%) Public Sector
2 2 (11.11%) Social Skills
3 1 (5.56%) Manufacturing
Job Titles
1 8 (44.44%) Developer
2 6 (33.33%) Architect
2 6 (33.33%) Data Architect
3 4 (22.22%) Java Developer
4 3 (16.67%) Senior
5 2 (11.11%) .NET Developer
5 2 (11.11%) Analyst
5 2 (11.11%) Senior Developer
5 2 (11.11%) Senior Java Developer
6 1 (5.56%) Business Analyst
6 1 (5.56%) Data Analyst
6 1 (5.56%) Data Engineer
6 1 (5.56%) Electronic Trading Developer
6 1 (5.56%) Electronic Trading Java Developer
6 1 (5.56%) Firmware Engineer
6 1 (5.56%) Low Latency Java Developer
6 1 (5.56%) SAP Analyst
6 1 (5.56%) SAP Data Analyst
6 1 (5.56%) Senior Analyst
6 1 (5.56%) Software Developer
Libraries, Frameworks & Software Standards
1 7 (38.89%) JSON
2 6 (33.33%) REST
2 6 (33.33%) XML
3 4 (22.22%) AngularJS
3 4 (22.22%) Kafka
3 4 (22.22%) React
3 4 (22.22%) Spring
4 3 (16.67%) .NET
4 3 (16.67%) .NET Core
4 3 (16.67%) .NET Framework
4 3 (16.67%) RESTful
4 3 (16.67%) Web Services
5 1 (5.56%) Flash
Miscellaneous
1 7 (38.89%) Algorithms
2 6 (33.33%) Product Ownership
2 6 (33.33%) Reference Data
3 4 (22.22%) Distributed Systems
3 4 (22.22%) Enterprise Software
4 3 (16.67%) Derivative
5 2 (11.11%) Self-Motivation
6 1 (5.56%) Cloud Native
6 1 (5.56%) Fixed Income
6 1 (5.56%) NB-IoT
6 1 (5.56%) NHS
Operating Systems
1 4 (22.22%) Linux
1 4 (22.22%) Unix
2 1 (5.56%) ThreadX
Processes & Methodologies
1 10 (55.56%) Agile
2 9 (50.00%) Microservices
3 8 (44.44%) Design Patterns
3 8 (44.44%) OOP
4 7 (38.89%) Analytics
4 7 (38.89%) Data Modelling
4 7 (38.89%) Multithreading
4 7 (38.89%) OO
5 6 (33.33%) Change Management
5 6 (33.33%) Data Architecture
5 6 (33.33%) Data Governance
5 6 (33.33%) Data Lineage
5 6 (33.33%) Data Management
5 6 (33.33%) Data Mapping
5 6 (33.33%) Data Protection
5 6 (33.33%) Data Strategy
5 6 (33.33%) Event-Driven
5 6 (33.33%) GAP Analysis
5 6 (33.33%) Value Proposition
6 4 (22.22%) Asynchronous Programming
Programming Languages
1 5 (27.78%) SQL
2 4 (22.22%) C#
2 4 (22.22%) Java
2 4 (22.22%) JavaScript
3 1 (5.56%) C
3 1 (5.56%) C++
3 1 (5.56%) Embedded C
Qualifications
1 2 (11.11%) Degree
2 1 (5.56%) Microsoft Certification
Quality Assurance & Compliance
1 6 (33.33%) Data Quality
2 1 (5.56%) GDPR
System Software
1 1 (5.56%) Firmware
Vendors
1 1 (5.56%) Microsoft
1 1 (5.56%) Renesas
1 1 (5.56%) SAP