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 9 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 192 264 132
Rank change year-on-year +72 -132 +87
Permanent jobs citing Data Structures 136 50 283
As % of all permanent jobs advertised in the Midlands 1.15% 0.54% 2.61%
As % of the Miscellaneous category 3.56% 1.41% 6.39%
Number of salaries quoted 44 29 94
10th Percentile - £35,661 £29,750
25th Percentile £35,000 £42,500 £45,000
Median annual salary (50th Percentile) £42,500 £55,000 £55,000
Median % change year-on-year -22.73% - -
75th Percentile £67,500 £68,750 £67,500
90th Percentile £70,000 £80,000 £80,125
England median annual salary £70,000 £68,387 £63,000
% change year-on-year +2.36% +8.55% -3.08%

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 3,820 3,536 4,429
As % of all permanent jobs advertised in the Midlands 32.17% 38.17% 40.84%
Number of salaries quoted 2,664 1,474 2,702
10th Percentile £25,750 £31,250 £27,500
25th Percentile £33,750 £41,250 £37,286
Median annual salary (50th Percentile) £50,000 £53,250 £49,000
Median % change year-on-year -6.10% +8.67% +8.89%
75th Percentile £61,500 £67,500 £62,500
90th Percentile £73,750 £80,175 £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 9 May 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 9 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
East Midlands +55 85 £35,000 -30.00% 2
West Midlands +25 51 £50,000 -20.00% 11
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 (2.94%) Apache Spark
2 3 (2.21%) Confluence
Applications
1 3 (2.21%) Microsoft Excel
1 3 (2.21%) MS Visio
2 1 (0.74%) Microsoft Project
Business Applications
1 2 (1.47%) SAP S/4HANA
2 1 (0.74%) Dynamics CRM
2 1 (0.74%) Primavera
Cloud Services
1 102 (75.00%) Azure
2 71 (52.21%) IBM Cloud
3 24 (17.65%) AWS
4 21 (15.44%) Snowflake
5 16 (11.76%) Matillion
6 15 (11.03%) SaaS
7 13 (9.56%) Power Platform
8 12 (8.82%) Azure Cosmos DB
9 9 (6.62%) Azure DevOps
9 9 (6.62%) GCP
10 8 (5.88%) Boomi
11 7 (5.15%) GitHub
12 5 (3.68%) PaaS
13 2 (1.47%) Power Automate
13 2 (1.47%) PowerApps
14 1 (0.74%) Dynamics 365
14 1 (0.74%) OCI
14 1 (0.74%) Salesforce Sales Cloud
14 1 (0.74%) Salesforce Service Cloud
Database & Business Intelligence
1 71 (52.21%) DB2
1 71 (52.21%) MongoDB
1 71 (52.21%) NoSQL
1 71 (52.21%) PostgreSQL
2 36 (26.47%) Data Warehouse
3 28 (20.59%) SQL Server
4 14 (10.29%) Amazon Redshift
4 14 (10.29%) Data Lake
4 14 (10.29%) Star Schema
5 13 (9.56%) Power BI
6 12 (8.82%) Elasticsearch
7 10 (7.35%) Tableau
8 9 (6.62%) BigQuery
9 7 (5.15%) Data Mining
10 4 (2.94%) Big Data
11 3 (2.21%) Relational Database
12 2 (1.47%) BusinessObjects
12 2 (1.47%) FileMaker
12 2 (1.47%) Looker
12 2 (1.47%) Snowflake Schema
Development Applications
1 12 (8.82%) GitLab
2 9 (6.62%) Visual Studio
3 5 (3.68%) Postman
3 5 (3.68%) SoapUI
4 3 (2.21%) JIRA
5 2 (1.47%) Android Studio
General
1 71 (52.21%) Inclusion and Diversity
1 71 (52.21%) Public Sector
2 13 (9.56%) Social Skills
3 7 (5.15%) Retail
4 5 (3.68%) Publishing
5 4 (2.94%) Analytical Skills
6 3 (2.21%) Finance
6 3 (2.21%) Manufacturing
7 2 (1.47%) Law
8 1 (0.74%) Billing
8 1 (0.74%) Marketing
8 1 (0.74%) Organisational Skills
8 1 (0.74%) Telecoms
Job Titles
1 71 (52.21%) Azure Engineer
1 71 (52.21%) Full Stack Engineer
2 37 (27.21%) Data Engineer
3 9 (6.62%) Data Integration Engineer
3 9 (6.62%) Developer
3 9 (6.62%) Integration Engineer
4 8 (5.88%) Senior
5 6 (4.41%) Software Engineer
6 5 (3.68%) Analyst
7 3 (2.21%) Architect
7 3 (2.21%) Business Analyst
7 3 (2.21%) C# Software Engineer
7 3 (2.21%) Lead
7 3 (2.21%) Senior Analyst
7 3 (2.21%) Senior Business Analyst
7 3 (2.21%) SQL Developer
8 2 (1.47%) .NET Software Engineer
8 2 (1.47%) Database Developer
8 2 (1.47%) Junior Developer
8 2 (1.47%) Power Platform Developer
Libraries, Frameworks & Software Standards
1 80 (58.82%) .NET
2 78 (57.35%) ASP.NET
2 78 (57.35%) Web Services
3 73 (53.68%) REST
4 72 (52.94%) HTML
5 71 (52.21%) AngularJS
5 71 (52.21%) ASP.NET Core
5 71 (52.21%) Backbone.js
5 71 (52.21%) CSS
5 71 (52.21%) Ember.js
5 71 (52.21%) jQuery
5 71 (52.21%) React
5 71 (52.21%) Twitter Bootstrap
5 71 (52.21%) Vue
6 12 (8.82%) RESTful
7 8 (5.88%) XML
8 7 (5.15%) .NET Framework
8 7 (5.15%) GraphQL
8 7 (5.15%) JSON
9 5 (3.68%) .NET Core
Miscellaneous
1 75 (55.15%) Algorithms
2 72 (52.94%) Blockchain
3 71 (52.21%) e-Learning
3 71 (52.21%) Hybrid Cloud
4 14 (10.29%) Self-Motivation
5 13 (9.56%) Management Information System
6 7 (5.15%) Renewable Energy
7 5 (3.68%) Distributed Applications
8 3 (2.21%) Legacy Systems
9 2 (1.47%) Driving Licence
9 2 (1.47%) Mobile App
10 1 (0.74%) Blog
10 1 (0.74%) Cloud Native
10 1 (0.74%) Data Protection Act
10 1 (0.74%) Distributed Systems
10 1 (0.74%) IoT
10 1 (0.74%) Onboarding
10 1 (0.74%) Product Ownership
10 1 (0.74%) Virtual Team
Operating Systems
1 77 (56.62%) Linux
2 73 (53.68%) Android
3 71 (52.21%) Apple iOS
3 71 (52.21%) Windows
Processes & Methodologies
1 97 (71.32%) Agile
2 83 (61.03%) Artificial Intelligence
3 76 (55.88%) MVC
3 76 (55.88%) User Experience
3 76 (55.88%) Web Development
4 75 (55.15%) Mentoring
5 74 (54.41%) Coaching
5 74 (54.41%) Design Patterns
6 72 (52.94%) OO
7 71 (52.21%) Co-Creation
7 71 (52.21%) Code Quality
7 71 (52.21%) Design Thinking
7 71 (52.21%) Full Stack Development
7 71 (52.21%) MVVM
7 71 (52.21%) OOP
7 71 (52.21%) Responsive Web Design
7 71 (52.21%) SOLID
8 31 (22.79%) ETL
9 28 (20.59%) Data Engineering
9 28 (20.59%) Data Pipeline
Programming Languages
1 120 (88.24%) SQL
2 82 (60.29%) C#
3 81 (59.56%) JavaScript
4 35 (25.74%) Python
5 3 (2.21%) Java
6 2 (1.47%) VB
7 1 (0.74%) Apex Code
7 1 (0.74%) SOQL
Qualifications
1 14 (10.29%) Degree
2 10 (7.35%) DBS Check
3 5 (3.68%) HNC
4 2 (1.47%) Computer Science Degree
5 1 (0.74%) DV Cleared
5 1 (0.74%) Master's Degree
5 1 (0.74%) SC Cleared
5 1 (0.74%) Security Cleared
5 1 (0.74%) TOGAF Certification
Quality Assurance & Compliance
1 24 (17.65%) Data Quality
2 8 (5.88%) QA
3 1 (0.74%) PMO
3 1 (0.74%) SLA
Vendors
1 71 (52.21%) IBM
1 71 (52.21%) Red Hat
2 8 (5.88%) Microsoft
3 7 (5.15%) Databricks
3 7 (5.15%) Informatica
3 7 (5.15%) MuleSoft
4 3 (2.21%) Oracle
5 2 (1.47%) Google
5 2 (1.47%) SAP
5 2 (1.47%) SYSPRO
6 1 (0.74%) Conga
6 1 (0.74%) DocuSign
6 1 (0.74%) Salesforce