Period
to 20 November 2018

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in South Yorkshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 20 November 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Structures
Yorkshire > South Yorkshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 74 68 -
Rank change year-on-year -6 - +74
Contract jobs citing Data Structures 3 1 0
As % of all contract IT jobs advertised in South Yorkshire 0.33% 0.12% -
As % of the Miscellaneous category 1.18% 0.35% -
Number of daily rates quoted 0 1 0
South Yorkshire median daily rate - £425 -
Yorkshire median daily rate £455 £425 £406
% change year-on-year +7.06% +4.62% +14.04%
Number of hourly rates quoted 0 0 0
South Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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

All Generic IT Skills
South Yorkshire
Contract vacancies with a requirement for generic IT skills 255 282 378
As % of all contract IT jobs advertised in South Yorkshire 28.40% 34.43% 31.87%
Number of daily rates quoted 161 157 255
South Yorkshire median daily rate £405 £475 £425
Median daily rate % change year-on-year -14.74% +11.76% +11.84%
10th Percentile £204 £306 £231
90th Percentile £575 £608 £570
Yorkshire median daily rate £413 £410 £400
% change year-on-year +0.61% +2.50% +6.67%
Number of hourly rates quoted 7 9 16
South Yorkshire median hourly rate £16.50 £23.08 £14.86
Median hourly rate % change year-on-year -28.49% +55.31% +18.96%
10th Percentile £10.02 £12.98 £11.98
90th Percentile £28.50 £41.03 £33.75
Yorkshire median hourly rate £15.63 £15.50 £14.25
% change year-on-year +0.81% +8.77% +3.19%

Data Structures
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Structures in South Yorkshire

Data Structures
Contractor Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Structures in South Yorkshire.

Contractor daily rate trend for Data Structures in South Yorkshire

Data Structures
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Structures within the South Yorkshire region over the 6 months to 20 November 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield 0 3 - -
Data Structures
Yorkshire

For the 6 months to 20 November 2018, IT contractor 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 contract job ads across the South Yorkshire region with a requirement for Data Structures.

1 3 (100.00%) SQL
2 1 (33.33%) Oracle
2 1 (33.33%) CSS
2 1 (33.33%) OO
2 1 (33.33%) Oracle Reports
2 1 (33.33%) Apache
2 1 (33.33%) Python
2 1 (33.33%) Data Modelling
2 1 (33.33%) ETL
2 1 (33.33%) Change Management
2 1 (33.33%) Financial Institution
2 1 (33.33%) Finance
2 1 (33.33%) Validation
2 1 (33.33%) Migration
2 1 (33.33%) Web Design
2 1 (33.33%) Information Security
2 1 (33.33%) Agile Software Development
2 1 (33.33%) TDD
2 1 (33.33%) Banking
2 1 (33.33%) Subversion
2 1 (33.33%) Investment Banking
2 1 (33.33%) Northgate
2 1 (33.33%) ResourceLink
2 1 (33.33%) Degree
2 1 (33.33%) Computer Science
2 1 (33.33%) QA
2 1 (33.33%) User Acceptance Testing
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Validation
2 1 (33.33%) Git (software)

Data Structures
Co-occurring IT Skills in South Yorkshire 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 1 (33.33%) Apache
1 1 (33.33%) nginx
Business Applications
1 1 (33.33%) iTrent
1 1 (33.33%) ResourceLink
Cloud Services
1 1 (33.33%) Amazon AWS
1 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 1 (33.33%) NoSQL
1 1 (33.33%) Oracle Reports
Development Applications
1 1 (33.33%) Git (software)
1 1 (33.33%) Mercurial
1 1 (33.33%) Subversion
General
1 1 (33.33%) Banking
1 1 (33.33%) Finance
1 1 (33.33%) Financial Institution
1 1 (33.33%) Investment Banking
Job Titles
1 1 (33.33%) Administrator
1 1 (33.33%) Agile Developer
1 1 (33.33%) Analyst
1 1 (33.33%) Data Analyst
1 1 (33.33%) DBA
1 1 (33.33%) Developer
1 1 (33.33%) JavaScript Developer
1 1 (33.33%) Oracle DBA
1 1 (33.33%) React Developer
1 1 (33.33%) Senior Agile Developer
1 1 (33.33%) Senior Developer
1 1 (33.33%) Senior JavaScript Developer
1 1 (33.33%) Senior React Developer
1 1 (33.33%) SQL DBA
Libraries, Frameworks & Software Standards
1 1 (33.33%) AngularJS
1 1 (33.33%) Backbone.js
1 1 (33.33%) CSS
1 1 (33.33%) CSS3
1 1 (33.33%) Ember.js
1 1 (33.33%) HTML
1 1 (33.33%) HTML5
1 1 (33.33%) KnockoutJS
1 1 (33.33%) Node.js
1 1 (33.33%) Redux
Miscellaneous
1 1 (33.33%) Algorithms
1 1 (33.33%) Computer Science
1 1 (33.33%) Greenfield Project
Processes & Methodologies
1 1 (33.33%) Agile Software Development
1 1 (33.33%) BDD
1 1 (33.33%) Change Management
1 1 (33.33%) Cybersecurity
1 1 (33.33%) Data Migration
1 1 (33.33%) Data Modelling
1 1 (33.33%) Data Validation
1 1 (33.33%) Decision-Making
1 1 (33.33%) DevOps
1 1 (33.33%) Digital Transformation Programme
1 1 (33.33%) ETL
1 1 (33.33%) Information Security
1 1 (33.33%) Microservices
1 1 (33.33%) Migration
1 1 (33.33%) OO
1 1 (33.33%) Responsive Web Design
1 1 (33.33%) TDD
1 1 (33.33%) User Acceptance Testing
1 1 (33.33%) Validation
1 1 (33.33%) Web Design
Programming Languages
1 3 (100.00%) SQL
2 1 (33.33%) C#
2 1 (33.33%) Java
2 1 (33.33%) JavaScript
2 1 (33.33%) Kotlin
2 1 (33.33%) PHP
2 1 (33.33%) Python
2 1 (33.33%) Scala
Qualifications
1 1 (33.33%) Computer Science Degree
1 1 (33.33%) Degree
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
1 1 (33.33%) QA
System Software
1 1 (33.33%) Docker
Systems Management
1 1 (33.33%) Kubernetes
Vendors
1 1 (33.33%) Northgate
1 1 (33.33%) Oracle