Period
to 27 January 2021

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Staffordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 27 January 2021 with a comparison to the same period over the previous 2 years.

Data Structures
West Midlands > Staffordshire
6 months to
27 Jan 2021
Same period 2020 Same period 2019
Rank 30 70 65
Rank change year-on-year +40 -5 +9
Permanent jobs citing Data Structures 11 1 5
As % of all permanent jobs advertised in Staffordshire 4.01% 0.18% 0.80%
As % of the Miscellaneous category 8.80% 0.49% 1.97%
Number of salaries quoted 10 1 8
Median annual salary £21,000 £56,000 £31,000
Median salary % change year-on-year -62.50% +80.65% -11.43%
10th Percentile £20,000 £55,000 £28,850
90th Percentile £43,750 £57,000 £38,750
West Midlands median annual salary £47,500 £45,500 £40,000
% change year-on-year +4.40% +13.75% +6.67%

Data Structures is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Staffordshire with a requirement for generic IT skills.

All Generic IT Skills
Staffordshire
Permanent vacancies with a requirement for generic IT skills 125 204 254
As % of all permanent IT jobs advertised in Staffordshire 45.62% 36.43% 40.77%
Number of salaries quoted 109 175 220
Median annual salary £37,500 £37,500 £37,500
10th Percentile £21,250 £21,625 £23,347
90th Percentile £57,500 £57,500 £57,500
West Midlands median annual salary £45,000 £45,000 £45,000

Data Structures
Job Vacancy Trend in Staffordshire

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

Job vacancy trend for Data Structures in Staffordshire

Data Structures
Salary Trend in Staffordshire

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

Salary trend for Data Structures in Staffordshire

Data Structures
Salary Histogram in Staffordshire

Salary distribution for jobs citing Data Structures in Staffordshire over the 6 months to 27 January 2021.

Salary histogram for Data Structures in Staffordshire

Data Structures
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Staffordshire region over the 6 months to 27 January 2021. 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
Job
Vacancies
Burton-upon-Trent - 4 £42,500 -
Stafford - 1 £21,000 - 1
Data Structures
West Midlands

For the 6 months to 27 January 2021, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Staffordshire region with a requirement for Data Structures.

1 11 (100.00%) Stakeholder Management
1 11 (100.00%) Data Analysis
2 8 (72.73%) Marketing
2 8 (72.73%) Problem-Solving
3 7 (63.64%) Xero
3 7 (63.64%) WooCommerce
3 7 (63.64%) Inventory Management
3 7 (63.64%) Finance
3 7 (63.64%) Migration
3 7 (63.64%) E-Commerce
3 7 (63.64%) Magento
3 7 (63.64%) Shopify
3 7 (63.64%) Relational Database
4 4 (36.36%) Analytical Skills
4 4 (36.36%) Dashboard Development
4 4 (36.36%) Analytics
4 4 (36.36%) Customer Insight
4 4 (36.36%) Visualisation
4 4 (36.36%) Data Visualisation
4 4 (36.36%) Tableau
4 4 (36.36%) Data Governance
4 4 (36.36%) Digital Marketing
4 4 (36.36%) Data Cleansing
4 4 (36.36%) Business Intelligence
4 4 (36.36%) Sage
4 4 (36.36%) Project Management
4 4 (36.36%) SQL
4 4 (36.36%) VBA
4 4 (36.36%) Oracle
4 4 (36.36%) SQL Server

Data Structures
Co-occurring IT Skills in Staffordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 4 (36.36%) Microsoft Excel
Business Applications
1 7 (63.64%) Magento
1 7 (63.64%) Shopify
Cloud Services
1 4 (36.36%) Power Platform
Database & Business Intelligence
1 7 (63.64%) Relational Database
2 4 (36.36%) Power BI
2 4 (36.36%) SQL Server
2 4 (36.36%) Tableau
General
1 8 (72.73%) Marketing
2 7 (63.64%) Finance
Job Titles
1 7 (63.64%) Consultant
1 7 (63.64%) Implementation Consultant
1 7 (63.64%) Software Consultant
1 7 (63.64%) Software Implementation Consultant
2 4 (36.36%) Analyst
2 4 (36.36%) Insight Analyst
2 4 (36.36%) Senior Analyst
2 4 (36.36%) Senior Insight Analyst
3 3 (27.27%) Business Intelligence Analyst
3 3 (27.27%) Senior Business Intelligence Analyst
4 2 (18.18%) Marketing Analyst
4 2 (18.18%) Marketing Insight Analyst
4 2 (18.18%) Senior Marketing Analyst
5 1 (9.09%) Cloud Consultant
5 1 (9.09%) SQL Analyst
5 1 (9.09%) Tableau Analyst
Miscellaneous
1 4 (36.36%) Analytical Skills
Processes & Methodologies
1 11 (100.00%) Data Analysis
1 11 (100.00%) Stakeholder Management
2 8 (72.73%) Problem-Solving
3 7 (63.64%) E-Commerce
3 7 (63.64%) Inventory Management
3 7 (63.64%) Migration
4 4 (36.36%) Actionable Insight
4 4 (36.36%) Analytics
4 4 (36.36%) Business Intelligence
4 4 (36.36%) Creative Problem-Solving
4 4 (36.36%) Customer Insight
4 4 (36.36%) Dashboard Development
4 4 (36.36%) Data Cleansing
4 4 (36.36%) Data Governance
4 4 (36.36%) Data Visualisation
4 4 (36.36%) Digital Marketing
4 4 (36.36%) Project Management
4 4 (36.36%) Visualisation
Programming Languages
1 4 (36.36%) SQL
1 4 (36.36%) VBA
Quality Assurance & Compliance
1 4 (36.36%) GDPR
Vendors
1 7 (63.64%) WooCommerce
1 7 (63.64%) Xero
2 4 (36.36%) Oracle
2 4 (36.36%) Sage
2 4 (36.36%) Teradata