Period
to 19 January 2019

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Milton Keynes. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 19 January 2019 with a comparison to the same period over the previous 2 years.

Data Structures
Buckinghamshire > Milton Keynes
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 109 121 106
Rank change year-on-year +12 -15 +33
Permanent jobs citing Data Structures 7 4 19
As % of all permanent IT jobs advertised in Milton Keynes 0.50% 0.26% 1.18%
As % of the Miscellaneous category 1.46% 0.73% 3.51%
Number of salaries quoted 6 4 19
Milton Keynes median annual salary £50,000 £51,500 £35,356
Median salary % change year-on-year -2.91% +45.66% +8.79%
10th Percentile £35,500 £47,375 £19,750
90th Percentile £60,000 £55,800 £43,750
Buckinghamshire median annual salary £50,000 £51,500 £35,356
% change year-on-year -2.91% +45.66% +8.79%

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 Milton Keynes with a requirement for generic IT skills.

All Generic IT Skills
Milton Keynes
Permanent vacancies with a requirement for generic IT skills 478 551 541
As % of all permanent IT jobs advertised in Milton Keynes 33.97% 35.71% 33.50%
Number of salaries quoted 327 376 482
Milton Keynes median annual salary £47,500 £43,000 £40,000
Median salary % change year-on-year +10.47% +7.50% -
10th Percentile £27,000 £23,250 £25,000
90th Percentile £70,000 £62,500 £61,250
Buckinghamshire median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - +6.25%

Data Structures
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Structures in Milton Keynes

Data Structures
Salary Trend in Milton Keynes

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

Salary trend for Data Structures in Milton Keynes

Data Structures
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Data Structures in Milton Keynes over the 6 months to 19 January 2019.

Salary histogram for Data Structures in Milton Keynes

For the 6 months to 19 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 Milton Keynes region with a requirement for Data Structures.

1 5 (71.43%) Microsoft Excel
1 5 (71.43%) Data Warehouse
1 5 (71.43%) Business Intelligence
2 4 (57.14%) Retail
2 4 (57.14%) Data Modelling
3 3 (42.86%) SQL
3 3 (42.86%) Google Analytics
3 3 (42.86%) Visualisation
3 3 (42.86%) Adobe Analytics
3 3 (42.86%) Tableau
3 3 (42.86%) Adobe
3 3 (42.86%) SAS
3 3 (42.86%) MicroStrategy
3 3 (42.86%) Google
3 3 (42.86%) Big Data
3 3 (42.86%) Analytics
3 3 (42.86%) Analytical Skills
3 3 (42.86%) Power BI
3 3 (42.86%) Digital Analytics
3 3 (42.86%) Single Customer View
3 3 (42.86%) Problem-Solving
4 2 (28.57%) Multichannel Retail
4 2 (28.57%) SAS EBI
4 2 (28.57%) Physical Data Model
4 2 (28.57%) Dashboard Development
4 2 (28.57%) Translating Business Requirements
4 2 (28.57%) Master Data Management
4 2 (28.57%) CRUD
4 2 (28.57%) SQL Server Integration Services
4 2 (28.57%) Marketing

Data Structures
Co-occurring IT Skills in Milton Keynes 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 (42.86%) SAS
Applications
1 5 (71.43%) Microsoft Excel
Cloud Services
1 3 (42.86%) Adobe Analytics
1 3 (42.86%) Google Analytics
Database & Business Intelligence
1 5 (71.43%) Data Warehouse
2 3 (42.86%) Big Data
2 3 (42.86%) Power BI
3 2 (28.57%) PowerPivot
3 2 (28.57%) SAS EBI
3 2 (28.57%) SQL Server
3 2 (28.57%) SQL Server Integration Services
General
1 4 (57.14%) Retail
2 2 (28.57%) Marketing
Job Titles
1 5 (71.43%) Developer
2 3 (42.86%) Business Intelligence Developer
3 2 (28.57%) Consultant
3 2 (28.57%) Database Developer
3 2 (28.57%) MicroStrategy Developer
3 2 (28.57%) Power BI Developer
3 2 (28.57%) SAS BI Developer
3 2 (28.57%) SAS Developer
3 2 (28.57%) SQL Database Developer
3 2 (28.57%) SQL Developer
3 2 (28.57%) Technical Consultant
4 1 (14.29%) Graduate
4 1 (14.29%) Graduate Business Intelligence Developer
4 1 (14.29%) Graduate Developer
Miscellaneous
1 3 (42.86%) Analytical Skills
Processes & Methodologies
1 5 (71.43%) Business Intelligence
2 4 (57.14%) Data Modelling
3 3 (42.86%) Analytics
3 3 (42.86%) Digital Analytics
3 3 (42.86%) Problem-Solving
3 3 (42.86%) Single Customer View
3 3 (42.86%) Visualisation
4 2 (28.57%) CRUD
4 2 (28.57%) Dashboard Development
4 2 (28.57%) Data Architecture
4 2 (28.57%) ETL
4 2 (28.57%) Master Data Management
4 2 (28.57%) Migration
4 2 (28.57%) Multichannel Retail
4 2 (28.57%) Physical Data Model
4 2 (28.57%) Translating Business Requirements
4 2 (28.57%) Workflow
5 1 (14.29%) Data Management
Programming Languages
1 3 (42.86%) SQL
2 1 (14.29%) T-SQL
2 1 (14.29%) VBA
Vendors
1 3 (42.86%) Adobe
1 3 (42.86%) Google
1 3 (42.86%) MicroStrategy
1 3 (42.86%) Tableau
2 2 (28.57%) Informatica