Period
to 17 January 2019

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Buckinghamshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 17 January 2019 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Buckinghamshire
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 132 161 146
Rank change year-on-year +29 -15 +30
Permanent jobs citing Data Structures 9 5 27
As % of all permanent IT jobs advertised in Buckinghamshire 0.40% 0.18% 0.92%
As % of the Miscellaneous category 1.14% 0.50% 2.63%
Number of salaries quoted 7 4 19
Buckinghamshire median annual salary £50,000 £51,500 £35,356
Median salary % change year-on-year -2.91% +45.66% +8.79%
10th Percentile £36,650 £47,375 £19,750
90th Percentile £60,000 £55,800 £43,750
South East median annual salary £53,500 £51,500 £37,500
% change year-on-year +3.88% +37.33% -16.67%

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 Buckinghamshire with a requirement for generic IT skills.

All Generic IT Skills
Buckinghamshire
Permanent vacancies with a requirement for generic IT skills 790 1,004 1,028
As % of all permanent IT jobs advertised in Buckinghamshire 34.69% 36.23% 35.22%
Number of salaries quoted 604 755 862
Buckinghamshire median annual salary £47,500 £42,500 £42,000
Median salary % change year-on-year +11.76% +1.19% +5.00%
10th Percentile £29,750 £23,750 £24,025
90th Percentile £72,125 £60,000 £63,750
South East median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - -

Data Structures
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Structures in Buckinghamshire

Data Structures
Salary Trend in Buckinghamshire

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

Salary trend for Data Structures in Buckinghamshire

Data Structures
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Structures in Buckinghamshire over the 6 months to 17 January 2019.

Salary histogram for Data Structures in Buckinghamshire

Data Structures
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Buckinghamshire region over the 6 months to 17 January 2019. 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
Milton Keynes +10 7 £50,000 -2.91%
Aylesbury - 1 £50,000 -
Data Structures
South East

For the 6 months to 17 January 2019, 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 Buckinghamshire region with a requirement for Data Structures.

1 5 (55.56%) Microsoft Excel
1 5 (55.56%) Data Warehouse
1 5 (55.56%) Business Intelligence
1 5 (55.56%) Problem-Solving
2 4 (44.44%) Data Modelling
2 4 (44.44%) SQL
2 4 (44.44%) Retail
2 4 (44.44%) Analytical Skills
3 3 (33.33%) Tableau
3 3 (33.33%) Visualisation
3 3 (33.33%) Adobe Analytics
3 3 (33.33%) Big Data
3 3 (33.33%) Analytics
3 3 (33.33%) MicroStrategy
3 3 (33.33%) Google
3 3 (33.33%) Google Analytics
3 3 (33.33%) Adobe
3 3 (33.33%) SAS
3 3 (33.33%) Single Customer View
3 3 (33.33%) Power BI
3 3 (33.33%) Digital Analytics
4 2 (22.22%) SAS EBI
4 2 (22.22%) Multichannel Retail
4 2 (22.22%) Informatica
4 2 (22.22%) Workflow
4 2 (22.22%) Finance
4 2 (22.22%) Migration
4 2 (22.22%) JavaScript
4 2 (22.22%) ETL
4 2 (22.22%) SQL Server

Data Structures
Co-occurring IT Skills in Buckinghamshire 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:

Application Platforms
1 3 (33.33%) SAS
2 1 (11.11%) Confluence
Applications
1 5 (55.56%) Microsoft Excel
Cloud Services
1 3 (33.33%) Adobe Analytics
1 3 (33.33%) Google Analytics
Database & Business Intelligence
1 5 (55.56%) Data Warehouse
2 3 (33.33%) Big Data
2 3 (33.33%) Power BI
3 2 (22.22%) PowerPivot
3 2 (22.22%) SAS EBI
3 2 (22.22%) SQL Server
3 2 (22.22%) SQL Server Integration Services
4 1 (11.11%) PostgreSQL
Development Applications
1 1 (11.11%) JIRA
General
1 4 (44.44%) Retail
2 2 (22.22%) Finance
2 2 (22.22%) Marketing
Job Titles
1 5 (55.56%) Developer
2 3 (33.33%) Business Intelligence Developer
3 2 (22.22%) Consultant
3 2 (22.22%) Database Developer
3 2 (22.22%) MicroStrategy Developer
3 2 (22.22%) Power BI Developer
3 2 (22.22%) SAS BI Developer
3 2 (22.22%) SAS Developer
3 2 (22.22%) SQL Database Developer
3 2 (22.22%) SQL Developer
3 2 (22.22%) Technical Consultant
4 1 (11.11%) Analyst
4 1 (11.11%) Analyst Programmer
4 1 (11.11%) Graduate
4 1 (11.11%) Graduate Business Intelligence Developer
4 1 (11.11%) Monitoring Engineer
4 1 (11.11%) Programmer
4 1 (11.11%) Senior Analyst
4 1 (11.11%) Senior Analyst Programmer
4 1 (11.11%) Windows Engineer
Libraries, Frameworks & Software Standards
1 1 (11.11%) CSS
1 1 (11.11%) Elastic Stack
1 1 (11.11%) HTML
1 1 (11.11%) REST
1 1 (11.11%) XHTML
Miscellaneous
1 4 (44.44%) Analytical Skills
2 1 (11.11%) Cloud Native
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Unix
1 1 (11.11%) Windows
Processes & Methodologies
1 5 (55.56%) Business Intelligence
1 5 (55.56%) Problem-Solving
2 4 (44.44%) Data Modelling
3 3 (33.33%) Analytics
3 3 (33.33%) Digital Analytics
3 3 (33.33%) Single Customer View
3 3 (33.33%) Visualisation
4 2 (22.22%) CRUD
4 2 (22.22%) Dashboard Development
4 2 (22.22%) Data Architecture
4 2 (22.22%) ETL
4 2 (22.22%) Master Data Management
4 2 (22.22%) Migration
4 2 (22.22%) Multichannel Retail
4 2 (22.22%) Physical Data Model
4 2 (22.22%) Translating Business Requirements
4 2 (22.22%) Workflow
5 1 (11.11%) Data Management
5 1 (11.11%) DevOps
5 1 (11.11%) Time Management
Programming Languages
1 4 (44.44%) SQL
2 2 (22.22%) JavaScript
3 1 (11.11%) Perl
3 1 (11.11%) Python
3 1 (11.11%) T-SQL
3 1 (11.11%) VBA
Systems Management
1 1 (11.11%) Ansible
1 1 (11.11%) Grafana
1 1 (11.11%) Kubernetes
1 1 (11.11%) Prometheus
Vendors
1 3 (33.33%) Adobe
1 3 (33.33%) Google
1 3 (33.33%) MicroStrategy
1 3 (33.33%) Tableau
2 2 (22.22%) Informatica