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 in the Midlands. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 16 June 2024, comparing them to the same period in the previous two years.

6 months to
16 Jun 2024
Same period 2023 Same period 2022
Rank 206 261 133
Rank change year-on-year +55 -128 +79
Permanent jobs citing Data Structures 138 45 295
As % of all permanent jobs advertised in the Midlands 0.98% 0.53% 2.55%
As % of the Miscellaneous category 3.26% 1.34% 6.11%
Number of salaries quoted 46 27 94
10th Percentile - £34,871 £29,750
25th Percentile £35,000 £42,500 £45,188
Median annual salary (50th Percentile) £46,250 £52,500 £55,742
Median % change year-on-year -11.90% -5.82% -0.90%
75th Percentile £67,500 £68,750 £68,750
90th Percentile £70,000 £71,250 £82,970
England median annual salary £70,000 £67,071 £65,000
% change year-on-year +4.37% +3.19% -

All Generic Skills
Midlands

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

Permanent vacancies with a requirement for generic IT skills 4,230 3,367 4,828
As % of all permanent jobs advertised in the Midlands 30.12% 39.64% 41.76%
Number of salaries quoted 2,674 1,457 2,766
10th Percentile £25,750 £31,250 £27,750
25th Percentile £33,795 £41,250 £37,500
Median annual salary (50th Percentile) £50,000 £54,000 £50,000
Median % change year-on-year -7.41% +8.00% +5.26%
75th Percentile £62,500 £67,500 £63,750
90th Percentile £73,750 £78,750 £80,000
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 16 June 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 16 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
East Midlands +47 85 £35,000 -26.32% 3
West Midlands +6 53 £55,000 -12.00% 4
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 4 (2.90%) Apache Spark
2 3 (2.17%) Confluence
Applications
1 3 (2.17%) Microsoft Excel
1 3 (2.17%) MS Visio
2 1 (0.72%) Microsoft Project
Business Applications
1 2 (1.45%) SAP S/4HANA
2 1 (0.72%) Dynamics CRM
2 1 (0.72%) Primavera
Cloud Services
1 102 (73.91%) Azure
2 71 (51.45%) IBM Cloud
3 25 (18.12%) AWS
4 21 (15.22%) Snowflake
5 16 (11.59%) Matillion
6 15 (10.87%) Power Platform
6 15 (10.87%) SaaS
7 12 (8.70%) Azure Cosmos DB
8 10 (7.25%) Azure DevOps
9 9 (6.52%) Boomi
9 9 (6.52%) GCP
10 7 (5.07%) GitHub
11 4 (2.90%) PaaS
11 4 (2.90%) Power Automate
11 4 (2.90%) PowerApps
12 2 (1.45%) Salesforce Sales Cloud
12 2 (1.45%) Salesforce Service Cloud
13 1 (0.72%) Dynamics 365
13 1 (0.72%) OCI
Database & Business Intelligence
1 71 (51.45%) DB2
1 71 (51.45%) MongoDB
1 71 (51.45%) NoSQL
1 71 (51.45%) PostgreSQL
2 36 (26.09%) Data Warehouse
3 30 (21.74%) SQL Server
4 15 (10.87%) Power BI
5 14 (10.14%) Amazon Redshift
5 14 (10.14%) Data Lake
5 14 (10.14%) Star Schema
6 12 (8.70%) Elasticsearch
7 10 (7.25%) Tableau
8 9 (6.52%) BigQuery
9 7 (5.07%) Data Mining
10 4 (2.90%) Big Data
10 4 (2.90%) BusinessObjects
10 4 (2.90%) MySQL
11 3 (2.17%) Relational Database
12 2 (1.45%) FileMaker
12 2 (1.45%) Looker
Development Applications
1 12 (8.70%) GitLab
2 10 (7.25%) Visual Studio
3 4 (2.90%) Postman
3 4 (2.90%) SoapUI
4 3 (2.17%) JIRA
5 2 (1.45%) Android Studio
General
1 71 (51.45%) Inclusion and Diversity
1 71 (51.45%) Public Sector
2 13 (9.42%) Social Skills
3 7 (5.07%) Retail
4 4 (2.90%) Analytical Skills
4 4 (2.90%) Publishing
5 3 (2.17%) Finance
5 3 (2.17%) Manufacturing
6 2 (1.45%) Billing
6 2 (1.45%) Law
6 2 (1.45%) Marketing
7 1 (0.72%) Organisational Skills
7 1 (0.72%) Telecoms
Job Titles
1 71 (51.45%) Azure Engineer
1 71 (51.45%) Full Stack Engineer
2 38 (27.54%) Data Engineer
3 11 (7.97%) Developer
4 9 (6.52%) Data Integration Engineer
4 9 (6.52%) Integration Engineer
5 8 (5.80%) Senior
6 5 (3.62%) Analyst
6 5 (3.62%) Software Engineer
7 4 (2.90%) Lead
7 4 (2.90%) Power Platform Developer
8 3 (2.17%) Architect
8 3 (2.17%) Business Analyst
8 3 (2.17%) C# Software Engineer
8 3 (2.17%) Senior Analyst
8 3 (2.17%) Senior Business Analyst
8 3 (2.17%) Senior Data Engineer
8 3 (2.17%) SQL Developer
9 2 (1.45%) Junior
9 2 (1.45%) Systems Analyst
Libraries, Frameworks & Software Standards
1 81 (58.70%) .NET
2 79 (57.25%) Web Services
3 77 (55.80%) ASP.NET
4 73 (52.90%) HTML
4 73 (52.90%) REST
5 71 (51.45%) AngularJS
5 71 (51.45%) ASP.NET Core
5 71 (51.45%) Backbone.js
5 71 (51.45%) CSS
5 71 (51.45%) Ember.js
5 71 (51.45%) jQuery
5 71 (51.45%) React
5 71 (51.45%) Twitter Bootstrap
5 71 (51.45%) Vue
6 11 (7.97%) RESTful
7 10 (7.25%) XML
8 8 (5.80%) .NET Framework
9 7 (5.07%) GraphQL
10 6 (4.35%) JSON
11 4 (2.90%) WCF
Miscellaneous
1 75 (54.35%) Algorithms
2 72 (52.17%) Blockchain
3 71 (51.45%) e-Learning
3 71 (51.45%) Hybrid Cloud
4 14 (10.14%) Self-Motivation
5 12 (8.70%) Management Information System
6 8 (5.80%) Renewable Energy
7 4 (2.90%) Distributed Applications
8 3 (2.17%) Legacy Systems
9 2 (1.45%) Driving Licence
9 2 (1.45%) Mobile App
10 1 (0.72%) Blog
10 1 (0.72%) Data Protection Act
10 1 (0.72%) Distributed Systems
10 1 (0.72%) IoT
10 1 (0.72%) Onboarding
10 1 (0.72%) Product Ownership
10 1 (0.72%) Virtual Team
Operating Systems
1 78 (56.52%) Linux
2 73 (52.90%) Android
3 71 (51.45%) Apple iOS
3 71 (51.45%) Windows
Processes & Methodologies
1 99 (71.74%) Agile
2 83 (60.14%) Artificial Intelligence
3 76 (55.07%) User Experience
4 75 (54.35%) Mentoring
4 75 (54.35%) MVC
4 75 (54.35%) Web Development
5 74 (53.62%) Coaching
6 73 (52.90%) Design Patterns
7 72 (52.17%) OO
8 71 (51.45%) Co-Creation
8 71 (51.45%) Code Quality
8 71 (51.45%) Design Thinking
8 71 (51.45%) Full Stack Development
8 71 (51.45%) MVVM
8 71 (51.45%) OOP
8 71 (51.45%) Responsive Web Design
8 71 (51.45%) SOLID
9 32 (23.19%) ETL
10 29 (21.01%) Data Engineering
10 29 (21.01%) Data Pipeline
Programming Languages
1 121 (87.68%) SQL
2 83 (60.14%) C#
3 81 (58.70%) JavaScript
4 35 (25.36%) Python
5 3 (2.17%) Java
6 2 (1.45%) Apex Code
6 2 (1.45%) SOQL
6 2 (1.45%) VB
Qualifications
1 14 (10.14%) Degree
2 11 (7.97%) DBS Check
3 4 (2.90%) HNC
4 2 (1.45%) Computer Science Degree
5 1 (0.72%) DV Cleared
5 1 (0.72%) Master's Degree
5 1 (0.72%) SC Cleared
5 1 (0.72%) Security Cleared
Quality Assurance & Compliance
1 25 (18.12%) Data Quality
2 7 (5.07%) QA
3 1 (0.72%) PMO
3 1 (0.72%) SLA
Vendors
1 71 (51.45%) IBM
1 71 (51.45%) Red Hat
2 10 (7.25%) Microsoft
3 8 (5.80%) Databricks
4 7 (5.07%) Informatica
4 7 (5.07%) MuleSoft
5 5 (3.62%) Oracle
6 2 (1.45%) Conga
6 2 (1.45%) DocuSign
6 2 (1.45%) Google
6 2 (1.45%) Salesforce
6 2 (1.45%) SAP
6 2 (1.45%) SYSPRO