Data Structures Jobs in the Midlands

Data Structures
England > Midlands

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in the Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 28 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 199 267 136
Rank change year-on-year +68 -131 +82
Permanent jobs citing Data Structures 123 51 273
As % of all permanent jobs advertised in the Midlands 1.06% 0.53% 2.51%
As % of the Miscellaneous category 3.29% 1.40% 6.17%
Number of salaries quoted 43 30 94
10th Percentile - £36,056 £29,750
25th Percentile £35,000 £42,813 £45,000
Median annual salary (50th Percentile) £42,500 £56,250 £57,000
Median % change year-on-year -24.44% -1.32% +3.64%
75th Percentile £67,500 £70,625 £67,500
90th Percentile £70,000 £80,000 £80,125
England median annual salary £70,000 £68,823 £65,000
% change year-on-year +1.71% +5.88% -

All Generic Skills
Midlands

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 permanent job vacancies advertised in the Midlands with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 3,737 3,634 4,424
As % of all permanent jobs advertised in the Midlands 32.07% 37.98% 40.73%
Number of salaries quoted 2,651 1,484 2,723
10th Percentile £25,750 £31,250 £27,550
25th Percentile £33,750 £41,250 £36,250
Median annual salary (50th Percentile) £49,500 £54,000 £50,000
Median % change year-on-year -8.33% +8.00% +11.11%
75th Percentile £61,250 £67,500 £62,500
90th Percentile £73,750 £81,250 £77,500
England median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +4.00% +4.17%

Data Structures
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Structures in the Midlands

Data Structures
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Data Structures in the Midlands.

Salary trend for Data Structures in the Midlands

Data Structures
Salary Histogram in the Midlands

Salary distribution for jobs citing Data Structures in the Midlands over the 6 months to 28 April 2024.

Salary histogram for Data Structures in the Midlands

Data Structures
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Midlands region over the 6 months to 28 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
East Midlands +50 75 £35,000 -33.33% 4
West Midlands +35 48 £42,500 -32.00% 10
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the Midlands 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 3 (2.44%) Confluence
2 1 (0.81%) Apache Spark
2 1 (0.81%) SAS
Applications
1 3 (2.44%) Microsoft Excel
1 3 (2.44%) MS Visio
2 1 (0.81%) Microsoft Project
Business Applications
1 2 (1.63%) SAP S/4HANA
2 1 (0.81%) Dynamics CRM
2 1 (0.81%) Primavera
Cloud Services
1 95 (77.24%) Azure
2 64 (52.03%) IBM Cloud
3 22 (17.89%) AWS
3 22 (17.89%) Snowflake
4 16 (13.01%) Matillion
5 15 (12.20%) SaaS
6 13 (10.57%) Azure Cosmos DB
7 11 (8.94%) Power Platform
8 9 (7.32%) GCP
9 8 (6.50%) Boomi
10 7 (5.69%) Azure DevOps
10 7 (5.69%) GitHub
11 5 (4.07%) PaaS
12 1 (0.81%) Amazon S3
12 1 (0.81%) Azure Synapse Analytics
12 1 (0.81%) Dynamics 365
12 1 (0.81%) OCI
12 1 (0.81%) Salesforce Sales Cloud
12 1 (0.81%) Salesforce Service Cloud
Database & Business Intelligence
1 65 (52.85%) NoSQL
2 64 (52.03%) DB2
2 64 (52.03%) MongoDB
2 64 (52.03%) PostgreSQL
3 32 (26.02%) Data Warehouse
4 26 (21.14%) SQL Server
5 15 (12.20%) Data Lake
6 14 (11.38%) Amazon Redshift
6 14 (11.38%) Star Schema
7 12 (9.76%) Elasticsearch
8 11 (8.94%) Power BI
9 10 (8.13%) Tableau
10 9 (7.32%) BigQuery
11 7 (5.69%) Data Mining
12 2 (1.63%) FileMaker
12 2 (1.63%) Relational Database
12 2 (1.63%) Snowflake Schema
12 2 (1.63%) SQL Server Analysis Services
12 2 (1.63%) SQL Server Integration Services
12 2 (1.63%) SQL Server Reporting Services
Development Applications
1 12 (9.76%) GitLab
2 7 (5.69%) Visual Studio
3 5 (4.07%) Postman
3 5 (4.07%) SoapUI
4 3 (2.44%) JIRA
5 2 (1.63%) Android Studio
General
1 64 (52.03%) Inclusion and Diversity
1 64 (52.03%) Public Sector
2 12 (9.76%) Social Skills
3 7 (5.69%) Retail
4 5 (4.07%) Publishing
5 4 (3.25%) Analytical Skills
6 3 (2.44%) Finance
6 3 (2.44%) Manufacturing
7 2 (1.63%) Law
8 1 (0.81%) Billing
8 1 (0.81%) Marketing
8 1 (0.81%) Organisational Skills
8 1 (0.81%) Telecoms
Job Titles
1 65 (52.85%) Azure Engineer
2 64 (52.03%) Full Stack Engineer
3 33 (26.83%) Data Engineer
4 9 (7.32%) Data Integration Engineer
4 9 (7.32%) Integration Engineer
5 7 (5.69%) Developer
5 7 (5.69%) Senior
6 6 (4.88%) Software Engineer
7 5 (4.07%) Analyst
8 4 (3.25%) Architect
9 3 (2.44%) Business Analyst
9 3 (2.44%) C# Software Engineer
9 3 (2.44%) Senior Analyst
9 3 (2.44%) Senior Business Analyst
9 3 (2.44%) SQL Developer
10 2 (1.63%) .NET Software Engineer
10 2 (1.63%) Database Developer
10 2 (1.63%) Junior Database Developer
10 2 (1.63%) Junior Developer
10 2 (1.63%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 71 (57.72%) .NET
1 71 (57.72%) ASP.NET
2 69 (56.10%) Web Services
3 66 (53.66%) REST
4 65 (52.85%) HTML
5 64 (52.03%) AngularJS
5 64 (52.03%) ASP.NET Core
5 64 (52.03%) Backbone.js
5 64 (52.03%) CSS
5 64 (52.03%) Ember.js
5 64 (52.03%) jQuery
5 64 (52.03%) React
5 64 (52.03%) Twitter Bootstrap
5 64 (52.03%) Vue
6 12 (9.76%) RESTful
7 7 (5.69%) GraphQL
7 7 (5.69%) JSON
8 6 (4.88%) XML
9 5 (4.07%) SOAP
9 5 (4.07%) XML Schema
Miscellaneous
1 67 (54.47%) Algorithms
2 65 (52.85%) Blockchain
3 64 (52.03%) e-Learning
3 64 (52.03%) Hybrid Cloud
4 14 (11.38%) Management Information System
4 14 (11.38%) Self-Motivation
5 5 (4.07%) Distributed Applications
6 3 (2.44%) Legacy Systems
7 2 (1.63%) Cloud Native
7 2 (1.63%) Driving Licence
7 2 (1.63%) Mobile App
7 2 (1.63%) Renewable Energy
8 1 (0.81%) Blog
8 1 (0.81%) Distributed Systems
8 1 (0.81%) Greenfield Project
8 1 (0.81%) IoT
8 1 (0.81%) Onboarding
8 1 (0.81%) Product Ownership
8 1 (0.81%) Virtual Team
Operating Systems
1 66 (53.66%) Android
2 65 (52.85%) Linux
3 64 (52.03%) Apple iOS
3 64 (52.03%) Windows
Processes & Methodologies
1 90 (73.17%) Agile
2 76 (61.79%) Artificial Intelligence
3 69 (56.10%) MVC
3 69 (56.10%) User Experience
3 69 (56.10%) Web Development
4 68 (55.28%) Design Patterns
4 68 (55.28%) Mentoring
5 67 (54.47%) Coaching
6 64 (52.03%) Co-Creation
6 64 (52.03%) Code Quality
6 64 (52.03%) Design Thinking
6 64 (52.03%) Full Stack Development
6 64 (52.03%) MVVM
6 64 (52.03%) OO
6 64 (52.03%) OOP
6 64 (52.03%) Responsive Web Design
6 64 (52.03%) SOLID
7 32 (26.02%) ETL
8 25 (20.33%) Analytics
8 25 (20.33%) Data Integration
Programming Languages
1 109 (88.62%) SQL
2 74 (60.16%) JavaScript
3 73 (59.35%) C#
4 31 (25.20%) Python
5 2 (1.63%) Java
5 2 (1.63%) VB
6 1 (0.81%) Apex Code
6 1 (0.81%) SOQL
Qualifications
1 15 (12.20%) Degree
2 5 (4.07%) DBS Check
2 5 (4.07%) HNC
3 3 (2.44%) Computer Science Degree
4 2 (1.63%) Master's Degree
4 2 (1.63%) TOGAF Certification
5 1 (0.81%) DV Cleared
5 1 (0.81%) SC Cleared
5 1 (0.81%) Security Cleared
Quality Assurance & Compliance
1 19 (15.45%) Data Quality
2 8 (6.50%) QA
3 1 (0.81%) PMO
3 1 (0.81%) SLA
Vendors
1 64 (52.03%) IBM
1 64 (52.03%) Red Hat
2 7 (5.69%) Informatica
2 7 (5.69%) MuleSoft
3 6 (4.88%) Microsoft
4 2 (1.63%) Databricks
4 2 (1.63%) Google
4 2 (1.63%) SAP
4 2 (1.63%) SYSPRO
5 1 (0.81%) Conga
5 1 (0.81%) DocuSign
5 1 (0.81%) Oracle
5 1 (0.81%) Salesforce