Period
to

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in the East of England. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 12 August 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 of England
6 months to
12 Aug 2022
Same period 2021 Same period 2020
Rank 119 121 83
Rank change year-on-year +2 -38 +70
Contract jobs citing Data Structures 16 9 21
As % of all contract jobs advertised in the East of England 0.63% 0.40% 1.34%
As % of the Miscellaneous category 2.17% 1.20% 4.51%
Number of daily rates quoted 12 7 15
10th Percentile £500 £325 £377
25th Percentile £514 £403 £388
Median daily rate (50th Percentile) £556 £550 £400
Median % change year-on-year +1.14% +37.50% -15.79%
75th Percentile £594 £638 £600
90th Percentile £627 £685 -
England median daily rate £625 £575 £550
% change year-on-year +8.70% +4.55% +4.76%

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 of England with a requirement for generic IT skills.

All Generic Skills
East of England
Contract vacancies with a requirement for generic IT skills 736 751 466
As % of all contract IT jobs advertised in the East of England 29.06% 33.48% 29.76%
Number of daily rates quoted 501 440 288
10th Percentile £173 £137 £206
25th Percentile £325 £213 £300
Median daily rate (50th Percentile) £500 £375 £425
Median % change year-on-year +33.33% -11.76% -5.56%
75th Percentile £594 £515 £523
90th Percentile £700 £575 £619
England median daily rate £550 £520 £500
% change year-on-year +5.77% +4.00% +5.15%
Number of hourly rates quoted 78 69 31
10th Percentile £12.26 £12.90 £18.25
25th Percentile £16.75 £16.25 £20.20
Median hourly rate £33.00 £30.00 £26.00
Median % change year-on-year +10.00% +15.38% +62.50%
75th Percentile £52.79 £50.00 £45.00
90th Percentile £63.25 £60.00 £48.75
England median hourly rate £26.00 £24.47 £27.50
% change year-on-year +6.25% -11.02% +30.95%

Data Structures
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Structures in the East of England

Data Structures
Contractor Daily Rate Trend in the East of England

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

Daily rate trend for Data Structures in the East of England

Data Structures
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Data Structures in the East of England over the 6 months to 12 August 2022.

Daily rate histogram for Data Structures in the East of England

Data Structures
Contractor Hourly Rate Trend in the East of England

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

Hourly rate trend for Data Structures in the East of England

Data Structures
Contract Job Locations in the East of England

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 of England region over the 6 months to 12 August 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
Cambridgeshire - 9 £518 - 7
Bedfordshire -12 4 £563 +2.27% 1
Hertfordshire -1 3 £636 +1.76%
Data Structures
England

For the 6 months to 12 August 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 of England region with a requirement for Data Structures.

1 7 (43.75%) SAP
2 5 (31.25%) LSMW
3 4 (25.00%) Finance
3 4 (25.00%) Scrum
3 4 (25.00%) Project Management
3 4 (25.00%) Kanban
3 4 (25.00%) Analytics
3 4 (25.00%) Analytical Skills
4 3 (18.75%) Apache Spark
4 3 (18.75%) Algorithms
4 3 (18.75%) BigQuery
4 3 (18.75%) GCP
4 3 (18.75%) Machine Learning
4 3 (18.75%) Firebase
4 3 (18.75%) Ensighten
4 3 (18.75%) Google Tag Manager
4 3 (18.75%) Business Case
4 3 (18.75%) MLOps
4 3 (18.75%) Data Migration
4 3 (18.75%) Google Analytics
4 3 (18.75%) Digital Marketing
4 3 (18.75%) Azure
4 3 (18.75%) Google
4 3 (18.75%) Marketing
4 3 (18.75%) Degree
4 3 (18.75%) JavaScript
4 3 (18.75%) Computer Science
4 3 (18.75%) Python
4 3 (18.75%) E-Commerce
4 3 (18.75%) Legal

Data Structures
Co-occurring IT Skills in the East of England 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 (18.75%) Apache Spark
2 1 (6.25%) SAS
Applications
1 1 (6.25%) SPSS
Business Applications
1 2 (12.50%) SAP MDG
1 2 (12.50%) SAP MDM
2 1 (6.25%) Bankmaster
Cloud Services
1 3 (18.75%) Azure
1 3 (18.75%) Firebase
1 3 (18.75%) GCP
1 3 (18.75%) Google Analytics
1 3 (18.75%) Google Tag Manager
2 1 (6.25%) Azure Data Factory
2 1 (6.25%) Azure Machine Learning
Database & Business Intelligence
1 3 (18.75%) BigQuery
2 2 (12.50%) Apache Hive
2 2 (12.50%) Big Data
2 2 (12.50%) Hadoop
3 1 (6.25%) Data Lake
3 1 (6.25%) Delta Lake
3 1 (6.25%) HDInsight
3 1 (6.25%) Metadata
3 1 (6.25%) Parquet
Development Applications
1 5 (31.25%) LSMW
2 2 (12.50%) Git (software)
2 2 (12.50%) JIRA
General
1 4 (25.00%) Analytical Skills
1 4 (25.00%) Finance
2 3 (18.75%) Legal
2 3 (18.75%) Marketing
2 3 (18.75%) Publishing
3 2 (12.50%) Retail
4 1 (6.25%) Pharmaceutical
4 1 (6.25%) Public Sector
4 1 (6.25%) Social Skills
Job Titles
1 4 (25.00%) Analyst
2 3 (18.75%) Consultant
2 3 (18.75%) Data Consultant
2 3 (18.75%) Project Manager
2 3 (18.75%) SAP Consultant
2 3 (18.75%) SAP Data Consultant
3 2 (12.50%) Data Science Engineer
3 2 (12.50%) Digital Analyst
3 2 (12.50%) Machine Learning Engineer
3 2 (12.50%) Senior Software Engineer
3 2 (12.50%) Software Engineer
4 1 (6.25%) Business Change Analyst
4 1 (6.25%) Change Analyst
4 1 (6.25%) Implementation Analyst
4 1 (6.25%) Operations Engineer
4 1 (6.25%) Senior Analyst
Libraries, Frameworks & Software Standards
1 2 (12.50%) Middleware
2 1 (6.25%) SAP Fiori
Miscellaneous
1 3 (18.75%) Algorithms
2 2 (12.50%) Analytical Mindset
2 2 (12.50%) CMDB
2 2 (12.50%) Management Information System
2 2 (12.50%) Reference Data
Processes & Methodologies
1 4 (25.00%) Analytics
1 4 (25.00%) Kanban
1 4 (25.00%) Project Management
1 4 (25.00%) Scrum
2 3 (18.75%) Business Case
2 3 (18.75%) Computer Science
2 3 (18.75%) Data Migration
2 3 (18.75%) Digital Marketing
2 3 (18.75%) E-Commerce
2 3 (18.75%) Machine Learning
2 3 (18.75%) Migration
2 3 (18.75%) MLOps
3 2 (12.50%) Active Listening
3 2 (12.50%) Collaborative Working
3 2 (12.50%) Data Collection
3 2 (12.50%) Data Integration
3 2 (12.50%) Data Science
3 2 (12.50%) Master Data Management
3 2 (12.50%) Mathematics
3 2 (12.50%) Software Engineering
Programming Languages
1 3 (18.75%) JavaScript
1 3 (18.75%) Python
2 1 (6.25%) MATLAB
2 1 (6.25%) R
Qualifications
1 3 (18.75%) Degree
2 1 (6.25%) Master's Degree
2 1 (6.25%) SC Cleared
2 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 1 (6.25%) IFRS
1 1 (6.25%) Sarbanes-Oxley
Systems Management
1 2 (12.50%) Grafana
Vendors
1 7 (43.75%) SAP
2 3 (18.75%) Ensighten
2 3 (18.75%) Google
3 2 (12.50%) MuleSoft
3 2 (12.50%) Splunk
4 1 (6.25%) Microsoft