Period
to 15 December 2017

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Birmingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 15 December 2017 with a comparison to the same period over the previous 2 years.

Data Structures
West Midlands > Birmingham
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 175 190 176
Rank change year-on-year +15 -14 +23
Permanent jobs citing Data Structures 23 19 11
As % of all permanent IT jobs advertised in Birmingham 0.60% 0.41% 0.29%
As % of the Miscellaneous category 1.43% 0.97% 0.88%
Number of salaries quoted 18 16 6
Birmingham median annual salary £37,500 £60,000 £50,000
Median salary % change year-on-year -37.50% +20.00% +20.48%
10th Percentile £32,625 £26,500 £36,250
90th Percentile £67,500 £60,000 £76,250
West Midlands median annual salary £37,500 £50,000 £39,304
% change year-on-year -25.00% +27.21% -1.74%

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 Birmingham with a requirement for generic IT skills.

All Generic IT Skills
Birmingham
Permanent vacancies with a requirement for generic IT skills 1608 1963 1253
As % of all permanent IT jobs advertised in Birmingham 42.22% 42.67% 33.08%
Number of salaries quoted 1170 1262 1015
Birmingham median annual salary £44,000 £42,500 £42,500
Median salary % change year-on-year +3.53% - -3.41%
10th Percentile £26,250 £25,000 £25,750
90th Percentile £67,500 £70,000 £72,500
West Midlands median annual salary £40,000 £40,000 £40,000

Data Structures
Job Vacancy Trend in Birmingham

Job postings citing Data Structures as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Data Structures in Birmingham

Data Structures
Salary Trend in Birmingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Structures in Birmingham.

Salary trend for Data Structures in Birmingham

Data Structures
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Structures in Birmingham over the 6 months to 15 December 2017.

Salary histogram for Data Structures in Birmingham

For the 6 months to 15 December 2017, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Birmingham region with a requirement for Data Structures.

1 16 (69.57%) SQL
2 14 (60.87%) Data Management
3 11 (47.83%) Analytical Skills
4 10 (43.48%) Data Governance
4 10 (43.48%) Data Quality
4 10 (43.48%) Finance
5 8 (34.78%) Visualisation
6 7 (30.43%) Logistics
6 7 (30.43%) JDE EnterpriseOne
6 7 (30.43%) Manufacturing
6 7 (30.43%) JD Edwards
6 7 (30.43%) Microsoft Excel
6 7 (30.43%) Data Warehouse
7 6 (26.09%) Workflow
7 6 (26.09%) Data Visualisation
7 6 (26.09%) Process Improvement
7 6 (26.09%) Master Data Management
7 6 (26.09%) Metadata Management
7 6 (26.09%) Infographics
8 5 (21.74%) Computer Science Degree
8 5 (21.74%) Reference Data
8 5 (21.74%) Data Architecture
8 5 (21.74%) Computer Science
8 5 (21.74%) Degree
8 5 (21.74%) Management Information System
8 5 (21.74%) Validation
8 5 (21.74%) MS Access
8 5 (21.74%) SQL Server
9 4 (17.39%) .NET
10 3 (13.04%) Java

Data Structures
Co-occurring IT Skills in Birmingham 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 7 (30.43%) Microsoft Excel
Business Applications
1 7 (30.43%) JDE EnterpriseOne
2 1 (4.35%) Dynamics AX
2 1 (4.35%) NetSuite
2 1 (4.35%) Oracle Payables
2 1 (4.35%) Oracle Receivables
Database & Business Intelligence
1 7 (30.43%) Data Warehouse
2 5 (21.74%) MS Access
2 5 (21.74%) SQL Server
3 2 (8.70%) DB2
3 2 (8.70%) SQL Server Integration Services
3 2 (8.70%) SQL Server Reporting Services
4 1 (4.35%) BusinessObjects
4 1 (4.35%) BusinessObjects Web Intelligence
4 1 (4.35%) Relational Database
General
1 10 (43.48%) Finance
2 7 (30.43%) Manufacturing
3 1 (4.35%) Banking
Job Titles
1 17 (73.91%) Analyst
2 9 (39.13%) Data Analyst
3 6 (26.09%) Technical Analyst
4 5 (21.74%) Functional Analyst
5 4 (17.39%) Architect
6 3 (13.04%) Financial Analyst
6 3 (13.04%) Solutions Architect
7 2 (8.70%) Business Intelligence Analyst
7 2 (8.70%) Business Intelligence Lead
7 2 (8.70%) Governance Analyst
7 2 (8.70%) Service Analyst
8 1 (4.35%) Applications Architect
8 1 (4.35%) Applications Developer
8 1 (4.35%) Business Analyst
8 1 (4.35%) Data Business Analyst
8 1 (4.35%) Developer
Libraries, Frameworks & Software Standards
1 4 (17.39%) .NET
2 3 (13.04%) ASP.NET Web API
2 3 (13.04%) REST
2 3 (13.04%) SOAP
3 1 (4.35%) .NET Framework
3 1 (4.35%) ASP.NET
3 1 (4.35%) ASP.NET Web Forms
3 1 (4.35%) CSS
3 1 (4.35%) HTML
Miscellaneous
1 11 (47.83%) Analytical Skills
2 5 (21.74%) Computer Science
2 5 (21.74%) Management Information System
2 5 (21.74%) Reference Data
3 1 (4.35%) User Experience
Processes & Methodologies
1 14 (60.87%) Data Management
2 10 (43.48%) Data Governance
3 8 (34.78%) Visualisation
4 7 (30.43%) Logistics
5 6 (26.09%) Data Visualisation
5 6 (26.09%) Infographics
5 6 (26.09%) Master Data Management
5 6 (26.09%) Metadata Management
5 6 (26.09%) Process Improvement
5 6 (26.09%) Workflow
6 5 (21.74%) Data Architecture
6 5 (21.74%) Validation
7 3 (13.04%) Continuous Integration
7 3 (13.04%) DevOps
8 2 (8.70%) Business Intelligence
8 2 (8.70%) Dashboard Development
8 2 (8.70%) Data Analysis
8 2 (8.70%) Project Management
9 1 (4.35%) MVC
9 1 (4.35%) Stakeholder Management
Programming Languages
1 16 (69.57%) SQL
2 3 (13.04%) Java
3 1 (4.35%) JavaScript
Qualifications
1 5 (21.74%) Computer Science Degree
1 5 (21.74%) Degree
Quality Assurance & Compliance
1 10 (43.48%) Data Quality
2 2 (8.70%) QA
Vendors
1 7 (30.43%) JD Edwards
2 2 (8.70%) Microsoft
2 2 (8.70%) Oracle
2 2 (8.70%) Salesforce.com
3 1 (4.35%) DevExpress
3 1 (4.35%) SAP