Period
to

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in the East Midlands. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 28 May 2022 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
England > East Midlands
6 months to
28 May 2022
Same period 2021 Same period 2020
Rank 86 72 -
Rank change year-on-year -14 - -
Contract jobs citing Data Structures 6 2 0
As % of all contract jobs advertised in the East Midlands 0.43% 0.20% -
As % of the Miscellaneous category 1.46% 0.77% -
Number of daily rates quoted 6 2 0
10th Percentile £463 £332 -
25th Percentile £467 £349 -
Median daily rate (50th Percentile) £488 £398 -
Median % change year-on-year +22.64% - -
75th Percentile £498 £464 -
90th Percentile £538 £493 -
England median daily rate £625 £556 £525
% change year-on-year +12.36% +5.95% +0.96%

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

All Generic Skills
East Midlands
Contract vacancies with a requirement for generic IT skills 410 259 268
As % of all contract IT jobs advertised in the East Midlands 29.22% 26.48% 24.88%
Number of daily rates quoted 303 173 141
10th Percentile £176 £173 £160
25th Percentile £291 £308 £295
Median daily rate (50th Percentile) £440 £380 £375
Median % change year-on-year +15.79% +1.33% -3.85%
75th Percentile £520 £444 £475
90th Percentile £613 £598 £538
England median daily rate £550 £500 £485
% change year-on-year +10.00% +3.09% +2.05%
Number of hourly rates quoted 39 21 22
10th Percentile £14.38 £11.61 £12.04
25th Percentile £15.00 £12.75 £14.20
Median hourly rate £18.50 £14.70 £17.25
Median % change year-on-year +25.85% -14.78% +13.60%
75th Percentile £22.75 £21.75 £42.75
90th Percentile £26.39 £27.42 £49.43
England median hourly rate £26.50 £25.75 £23.00
% change year-on-year +2.91% +11.96% +9.52%

Data Structures
Job Vacancy Trend in the East Midlands

Job postings citing Data Structures as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Structures in the East Midlands

Data Structures
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing Data Structures in the East Midlands.

Daily rate trend for Data Structures in the East Midlands

Data Structures
Contractor Hourly Rate Trend in the East Midlands

3-month moving average hourly rates quoted in jobs citing Data Structures in the East Midlands.

Hourly rate trend for Data Structures in the East Midlands

Data Structures
Contract Job Locations in the East Midlands

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 East Midlands region over the 6 months to 28 May 2022. 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
Jobs
Nottinghamshire +7 5 £488 +2.63%
Derbyshire - 1 £550 -
Data Structures
England

For the 6 months to 28 May 2022, 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 East Midlands region with a requirement for Data Structures.

1 6 (100.00%) ETL
2 5 (83.33%) Business Intelligence
2 5 (83.33%) SQL
2 5 (83.33%) Microsoft
2 5 (83.33%) SQL Server Integration Services
2 5 (83.33%) Power BI
2 5 (83.33%) Relational Database
2 5 (83.33%) Power Platform
3 4 (66.67%) Fivetran
3 4 (66.67%) Snowflake
3 4 (66.67%) Algorithms
3 4 (66.67%) SDLC
3 4 (66.67%) Looker
3 4 (66.67%) PowerShell
3 4 (66.67%) SaaS
3 4 (66.67%) NoSQL
3 4 (66.67%) Tableau
3 4 (66.67%) T-SQL
3 4 (66.67%) C
3 4 (66.67%) C#
3 4 (66.67%) C++
3 4 (66.67%) Java
3 4 (66.67%) PL/SQL
3 4 (66.67%) RDBMS
3 4 (66.67%) OO
3 4 (66.67%) Python
3 4 (66.67%) OOD
4 3 (50.00%) Data Analytics
4 3 (50.00%) Analytics
4 3 (50.00%) Disaster Recovery

Data Structures
Co-occurring IT Skills in the East Midlands 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 1 (16.67%) Microsoft Excel
Cloud Services
1 5 (83.33%) Power Platform
2 4 (66.67%) Fivetran
2 4 (66.67%) SaaS
2 4 (66.67%) Snowflake
3 1 (16.67%) Azure
3 1 (16.67%) Azure Data Factory
Database & Business Intelligence
1 5 (83.33%) Power BI
1 5 (83.33%) Relational Database
1 5 (83.33%) SQL Server Integration Services
2 4 (66.67%) Looker
2 4 (66.67%) NoSQL
2 4 (66.67%) RDBMS
2 4 (66.67%) Tableau
3 2 (33.33%) Data Warehouse
3 2 (33.33%) SQL Server
4 1 (16.67%) Azure SQL Data Warehouse
4 1 (16.67%) Azure SQL Database
4 1 (16.67%) OLAP
4 1 (16.67%) OLTP
4 1 (16.67%) SQL Server Reporting Services
4 1 (16.67%) Star Schema
Development Applications
1 1 (16.67%) SQL Server Management Studio (SSMS)
General
1 3 (50.00%) Analytical Skills
2 1 (16.67%) Influencing Skills
2 1 (16.67%) Social Skills
Job Titles
1 5 (83.33%) Data Engineer
2 1 (16.67%) Developer
2 1 (16.67%) ETL Developer
Miscellaneous
1 4 (66.67%) Algorithms
2 1 (16.67%) Self-Motivation
Processes & Methodologies
1 6 (100.00%) ETL
2 5 (83.33%) Business Intelligence
3 4 (66.67%) OO
3 4 (66.67%) OOD
3 4 (66.67%) SDLC
4 3 (50.00%) Analytics
4 3 (50.00%) Business Continuity
4 3 (50.00%) Data Analytics
4 3 (50.00%) Disaster Recovery
5 1 (16.67%) Behavioural Change
5 1 (16.67%) CI/CD
5 1 (16.67%) Customer Requirements
5 1 (16.67%) Decision-Making
5 1 (16.67%) DevOps
5 1 (16.67%) ETL Development
5 1 (16.67%) Vulnerability Management
Programming Languages
1 5 (83.33%) SQL
2 4 (66.67%) C
2 4 (66.67%) C#
2 4 (66.67%) C++
2 4 (66.67%) Java
2 4 (66.67%) PL/SQL
2 4 (66.67%) PowerShell
2 4 (66.67%) Python
2 4 (66.67%) T-SQL
3 1 (16.67%) VBA
Qualifications
1 1 (16.67%) SC Cleared
1 1 (16.67%) Security Cleared
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 5 (83.33%) Microsoft
2 1 (16.67%) Informatica
2 1 (16.67%) SAP