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 26 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 103 146 167
Rank change year-on-year +43 +21 -31
Contract jobs citing Data Structures 33 10 15
As % of all contract jobs advertised in the North West 1.19% 0.31% 0.37%
As % of the Miscellaneous category 4.46% 0.92% 1.08%
Number of daily rates quoted 22 6 9
10th Percentile £463 £400 -
25th Percentile £494 £405 £413
Median daily rate (50th Percentile) £538 £469 £525
Median % change year-on-year +14.67% -10.71% +10.53%
75th Percentile £569 £534 £575
90th Percentile £652 £556 £638
England median daily rate £550 £575 £638
% change year-on-year -4.35% -9.80% +10.87%
Number of hourly rates quoted 1 0 0
Median hourly rate £46.18 - -
England median hourly rate £46.18 £79.19 £16.82
% change year-on-year -41.68% +370.81% -67.02%

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 740 1,085 1,390
As % of all contract IT jobs advertised in the North West 26.69% 33.70% 34.60%
Number of daily rates quoted 493 726 1,056
10th Percentile £289 £291 £213
25th Percentile £413 £400 £352
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +24.35%
75th Percentile £584 £625 £586
90th Percentile £672 £675 £671
England median daily rate £550 £575 £550
% change year-on-year -4.35% +4.55% +10.00%
Number of hourly rates quoted 75 49 64
10th Percentile £13.00 £16.68 £11.36
25th Percentile £15.00 £20.22 £12.39
Median hourly rate £25.25 £27.98 £18.75
Median % change year-on-year -9.76% +49.23% +4.75%
75th Percentile £43.75 £65.00 £38.59
90th Percentile £57.50 £70.00 £48.01
England median hourly rate £30.00 £22.50 £26.50
% change year-on-year +33.33% -15.09% +0.88%

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 26 April 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 26 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
Manchester +23 15 £550 +7.32% 8
Cheshire +15 15 £538 +34.38%
Merseyside - 1 £500 - 2
Lancashire - 1 - - 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:

Business Applications
1 9 (27.27%) SAP S/4HANA
Cloud Services
1 7 (21.21%) Azure
2 6 (18.18%) Azure Stack
2 6 (18.18%) Microsoft Purview
3 4 (12.12%) npm
3 4 (12.12%) Yarn
4 2 (6.06%) Power Platform
5 1 (3.03%) Azure Synapse Analytics
5 1 (3.03%) GCP
5 1 (3.03%) Snowflake
Database & Business Intelligence
1 7 (21.21%) Data Warehouse
2 6 (18.18%) Snowflake Schema
3 4 (12.12%) Redis
4 2 (6.06%) Metadata
4 2 (6.06%) Power BI
5 1 (3.03%) Big Data
5 1 (3.03%) BigQuery
5 1 (3.03%) Electronic Patient Records
5 1 (3.03%) RDBMS
5 1 (3.03%) Relational Database
5 1 (3.03%) ThoughtSpot
Development Applications
1 4 (12.12%) Jasmine
1 4 (12.12%) Karma Test Runner
1 4 (12.12%) Mocha
1 4 (12.12%) webpack
General
1 8 (24.24%) Pharmaceutical
2 7 (21.21%) Social Skills
3 5 (15.15%) Manufacturing
4 4 (12.12%) Analytical Skills
4 4 (12.12%) Public Sector
5 2 (6.06%) Banking
5 2 (6.06%) Finance
6 1 (3.03%) Influencing Skills
Job Titles
1 17 (51.52%) Analyst
2 16 (48.48%) Data Analyst
3 14 (42.42%) Senior
4 12 (36.36%) SAP Analyst
4 12 (36.36%) SAP Data Analyst
4 12 (36.36%) Senior Analyst
4 12 (36.36%) Senior Data Analyst
5 7 (21.21%) Architect
5 7 (21.21%) Data Architect
5 7 (21.21%) Developer
6 2 (6.06%) .NET Developer
6 2 (6.06%) Java Developer
6 2 (6.06%) SAP P2P Analyst
6 2 (6.06%) Senior Developer
6 2 (6.06%) Senior Java Developer
7 1 (3.03%) Data Engineer
7 1 (3.03%) Front-End Developer (Client-Side Developer)
7 1 (3.03%) Low Latency Java Developer
7 1 (3.03%) Senior Clinical Data Analyst
7 1 (3.03%) ServiceNow Architect
Libraries, Frameworks & Software Standards
1 6 (18.18%) JSON
1 6 (18.18%) REST
1 6 (18.18%) XML
2 5 (15.15%) React
3 4 (12.12%) AngularJS
3 4 (12.12%) Kafka
4 3 (9.09%) .NET
4 3 (9.09%) .NET Core
4 3 (9.09%) .NET Framework
4 3 (9.09%) RESTful
4 3 (9.09%) Web Services
5 2 (6.06%) Spring
6 1 (3.03%) Node.js
Miscellaneous
1 7 (21.21%) Product Ownership
2 6 (18.18%) Algorithms
2 6 (18.18%) Reference Data
3 5 (15.15%) Enterprise Software
4 4 (12.12%) Distributed Systems
4 4 (12.12%) Life Science
5 3 (9.09%) Self-Motivation
6 2 (6.06%) Derivative
7 1 (3.03%) Cloud Native
7 1 (3.03%) CMDB
7 1 (3.03%) Greenfield Project
7 1 (3.03%) Management Information System
7 1 (3.03%) NHS
Operating Systems
1 2 (6.06%) Linux
1 2 (6.06%) Unix
Processes & Methodologies
1 16 (48.48%) Data Modelling
2 11 (33.33%) Agile
3 10 (30.30%) Data Integration
4 9 (27.27%) Translating Business Requirements
5 8 (24.24%) Customer Experience
5 8 (24.24%) Data Analysis
5 8 (24.24%) Data Architecture
5 8 (24.24%) Microservices
6 7 (21.21%) Analytics
6 7 (21.21%) Data Management
6 7 (21.21%) Data Stewardship
6 7 (21.21%) Data Strategy
6 7 (21.21%) Design Patterns
7 6 (18.18%) Data Governance
7 6 (18.18%) Data Lineage
7 6 (18.18%) Data Mapping
7 6 (18.18%) Data Protection
7 6 (18.18%) Multithreading
7 6 (18.18%) Order to Cash
7 6 (18.18%) Procure-to-Pay
Programming Languages
1 6 (18.18%) SQL
2 5 (15.15%) JavaScript
3 4 (12.12%) C#
4 2 (6.06%) Java
5 1 (3.03%) Python
5 1 (3.03%) TypeScript
Qualifications
1 3 (9.09%) Degree
2 1 (3.03%) Microsoft Certification
2 1 (3.03%) SC Cleared
2 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 14 (42.42%) Data Quality
2 8 (24.24%) GDPR
3 1 (3.03%) Accessibility
Vendors
1 13 (39.39%) SAP
2 8 (24.24%) Ariba
3 3 (9.09%) ServiceNow
4 1 (3.03%) Google
4 1 (3.03%) Microsoft