Period
to 21 November 2019

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in Reading. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 21 November 2019 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
Berkshire > Reading
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 80 98 78
Rank change year-on-year +18 -20 +17
Contract jobs citing Data Structures 26 2 13
As % of all contract IT jobs advertised in Reading 1.77% 0.13% 1.02%
As % of the Miscellaneous category 6.33% 0.46% 3.01%
Number of daily rates quoted 12 2 3
Reading median daily rate £400 £488 £375
Median daily rate % change year-on-year -17.99% +30.07% -16.67%
10th Percentile £381 £442 £333
90th Percentile £584 £524 £398
Berkshire median daily rate £400 £450 £375
% change year-on-year -11.11% +20.00% -18.92%
Number of hourly rates quoted 5 0 0
Reading median hourly rate £72.50 - -
Berkshire median hourly rate £72.50 £44.50 £54.00
% change year-on-year +62.92% -17.59% -

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 Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Contract vacancies with a requirement for generic IT skills 411 434 432
As % of all contract IT jobs advertised in Reading 28.00% 28.88% 33.88%
Number of daily rates quoted 203 250 236
Reading median daily rate £450 £424 £400
Median daily rate % change year-on-year +6.13% +6.00% -
10th Percentile £201 £158 £220
90th Percentile £600 £600 £550
Berkshire median daily rate £433 £425 £400
% change year-on-year +1.76% +6.25% -
Number of hourly rates quoted 56 7 16
Reading median hourly rate £72.50 £20.00 £15.00
Median hourly rate % change year-on-year +262.50% +33.33% -38.78%
10th Percentile £19.25 £7.83 £10.54
90th Percentile £82.50 £48.90 £40.00
Berkshire median hourly rate £55.00 £17.50 £12.50
% change year-on-year +214.29% +40.00% -36.91%

Data Structures
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Structures in Reading

Data Structures
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Structures in Reading

Data Structures
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Structures in Reading over the 6 months to 21 November 2019.

Contractor daily rate histogram for Data Structures in Reading

Data Structures
Contractor Hourly Rate Trend in Reading

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Structures in Reading.

Contractor hourly rate trend for Data Structures in Reading

For the 6 months to 21 November 2019, 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 Reading region with a requirement for Data Structures.

1 12 (46.15%) SQL
1 12 (46.15%) Linux
2 11 (42.31%) SQL Server
3 10 (38.46%) Data Modelling
4 9 (34.62%) ETL
4 9 (34.62%) Oracle
4 9 (34.62%) SC Cleared
4 9 (34.62%) Security Cleared
5 8 (30.77%) CMDB
5 8 (30.77%) Problem Management
5 8 (30.77%) Matrix Management
5 8 (30.77%) Performance Management
5 8 (30.77%) Network Management
5 8 (30.77%) SDLC
5 8 (30.77%) Matrix Organization
5 8 (30.77%) Decision-Making
5 8 (30.77%) Microsoft Office
5 8 (30.77%) Web Services
5 8 (30.77%) ITIL
5 8 (30.77%) MS Visio
5 8 (30.77%) TIBCO
5 8 (30.77%) Remedy
5 8 (30.77%) Service Management
5 8 (30.77%) Change Management
5 8 (30.77%) Telecoms
5 8 (30.77%) TOGAF
5 8 (30.77%) Systems Analysis
5 8 (30.77%) eTOM
5 8 (30.77%) ComArch
5 8 (30.77%) Incident Management

Data Structures
Co-occurring IT Skills in Reading 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 8 (30.77%) Microsoft Office
1 8 (30.77%) MS Visio
Business Applications
1 3 (11.54%) Dynamics CRM
2 2 (7.69%) Oracle Applications
2 2 (7.69%) Oracle EBS
2 2 (7.69%) Oracle Procure-to-Pay
3 1 (3.85%) Cognos Business Intelligence
3 1 (3.85%) Oracle Cash Management
3 1 (3.85%) Oracle EBS R12
3 1 (3.85%) Oracle iSupplier
3 1 (3.85%) Oracle Payables
3 1 (3.85%) Oracle Receivables
Cloud Services
1 4 (15.38%) Azure
2 1 (3.85%) AWS
2 1 (3.85%) Power Platform
Database & Business Intelligence
1 11 (42.31%) SQL Server
2 7 (26.92%) SQL Server Integration Services
3 5 (19.23%) Spatial Data
3 5 (19.23%) SQL Server 2016
4 4 (15.38%) Relational Database
4 4 (15.38%) SSDT
5 3 (11.54%) Oracle Reports
6 2 (7.69%) OLAP
6 2 (7.69%) Oracle OLAP
6 2 (7.69%) SQL Server Analysis Services
6 2 (7.69%) SQL Server Reporting Services
7 1 (3.85%) Power BI
General
1 8 (30.77%) Telecoms
2 2 (7.69%) Billing
2 2 (7.69%) Finance
3 1 (3.85%) General Ledger
3 1 (3.85%) Marketing
Job Titles
1 7 (26.92%) Developer
2 6 (23.08%) SQL Developer
3 5 (19.23%) SQL Server Developer
4 4 (15.38%) Data Integration Specialist
4 4 (15.38%) Design Engineer
4 4 (15.38%) Designer
4 4 (15.38%) Integration Specialist
4 4 (15.38%) OSS Engineer
4 4 (15.38%) OSS Solutions Designer
4 4 (15.38%) Solutions Designer
5 3 (11.54%) Test Leader
6 2 (7.69%) Architect
6 2 (7.69%) Consultant
6 2 (7.69%) Data Architect
6 2 (7.69%) Enterprise Architect
6 2 (7.69%) Enterprise Data Architect
6 2 (7.69%) Functional Consultant
6 2 (7.69%) Oracle Consultant
6 2 (7.69%) Oracle Functional Consultant
6 2 (7.69%) Software Developer
Libraries, Frameworks & Software Standards
1 8 (30.77%) Web Services
2 7 (26.92%) Oracle Fusion
3 5 (19.23%) .NET
4 4 (15.38%) Middleware
5 3 (11.54%) XML
Miscellaneous
1 8 (30.77%) CMDB
2 2 (7.69%) Data Protection Act
3 1 (3.85%) Analytical Skills
3 1 (3.85%) Virtual Team
Operating Systems
1 12 (46.15%) Linux
2 4 (15.38%) Windows
Processes & Methodologies
1 10 (38.46%) Data Modelling
2 9 (34.62%) ETL
3 8 (30.77%) Change Management
3 8 (30.77%) Decision-Making
3 8 (30.77%) eTOM
3 8 (30.77%) Incident Management
3 8 (30.77%) ITIL
3 8 (30.77%) Matrix Management
3 8 (30.77%) Matrix Organization
3 8 (30.77%) Network Management
3 8 (30.77%) Performance Management
3 8 (30.77%) Problem Management
3 8 (30.77%) SDLC
3 8 (30.77%) Service Management
3 8 (30.77%) Systems Analysis
3 8 (30.77%) TOGAF
4 6 (23.08%) Problem-Solving
5 5 (19.23%) Project Delivery
6 4 (15.38%) DevOps
6 4 (15.38%) Master Data Management
Programming Languages
1 12 (46.15%) SQL
2 5 (19.23%) C#
2 5 (19.23%) JavaScript
2 5 (19.23%) PowerShell
3 4 (15.38%) Korn
4 1 (3.85%) PL/SQL
4 1 (3.85%) Shell Script
4 1 (3.85%) T-SQL
Qualifications
1 9 (34.62%) SC Cleared
1 9 (34.62%) Security Cleared
2 8 (30.77%) TOGAF Certification
3 4 (15.38%) HNC
4 3 (11.54%) ISEB
4 3 (11.54%) ISTQB
5 2 (7.69%) Degree
Quality Assurance & Compliance
1 4 (15.38%) GDPR
1 4 (15.38%) Sarbanes-Oxley
Vendors
1 9 (34.62%) Oracle
2 8 (30.77%) ComArch
2 8 (30.77%) Remedy
2 8 (30.77%) TIBCO
3 2 (7.69%) Tableau
4 1 (3.85%) Cognos