Period
to 27 July 2021

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in Newport. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 27 July 2021 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
South Wales > Newport
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 40 33 -
Rank change year-on-year -7 - +39
Contract jobs citing Data Structures 4 3 0
As % of all contract jobs advertised in Newport 1.41% 1.34% -
As % of the Miscellaneous category 5.06% 6.25% -
Number of daily rates quoted 2 2 0
Median daily rate (50th Percentile) £332 £420 -
Median % change year-on-year -21.07% - -
South Wales median daily rate £475 £420 £450
% change year-on-year +13.10% -6.67% -

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 Newport with a requirement for generic IT skills.

All Generic IT Skills
Newport
Contract vacancies with a requirement for generic IT skills 79 48 81
As % of all contract IT jobs advertised in Newport 27.82% 21.43% 24.47%
Number of daily rates quoted 42 30 71
10th Percentile £268 £296 £356
25th Percentile £403 £400 £389
Median daily rate (50th Percentile) £500 £413 £445
Median % change year-on-year +21.21% -7.30% +4.71%
75th Percentile £532 £517 £506
90th Percentile £573 £536 £550
South Wales median daily rate £452 £400 £425
% change year-on-year +13.00% -5.88% +6.25%
Number of hourly rates quoted 7 5 0
Median hourly rate £24.30 £22.50 -
Median % change year-on-year +8.00% - -
South Wales median hourly rate £16.50 £19.00 £14.14
% change year-on-year -13.16% +34.42% -35.01%

Data Structures
Job Vacancy Trend in Newport

Job postings citing Data Structures as a proportion of all IT jobs advertised in Newport.

Job vacancy trend for Data Structures in Newport

Data Structures
Contractor Daily Rate Trend in Newport

3-month moving average daily rate quoted in jobs citing Data Structures in Newport.

Daily rate trend for Data Structures in Newport

Data Structures
Daily Rate Histogram in Newport

Daily rate distribution for jobs citing Data Structures in Newport over the 6 months to 27 July 2021.

Daily rate histogram for Data Structures in Newport

For the 6 months to 27 July 2021, 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 Newport region with a requirement for Data Structures.

1 3 (75.00%) ETL
1 3 (75.00%) Agile Software Development
1 3 (75.00%) SC Cleared
1 3 (75.00%) Security Cleared
2 2 (50.00%) SQL
2 2 (50.00%) Apache Hive
2 2 (50.00%) ETL Development
2 2 (50.00%) Data Engineering
2 2 (50.00%) PySpark
2 2 (50.00%) Impala
2 2 (50.00%) Coaching
2 2 (50.00%) Data Quality
2 2 (50.00%) Python
3 1 (25.00%) HBase
3 1 (25.00%) GitHub
3 1 (25.00%) People Management
3 1 (25.00%) Apache Spark
3 1 (25.00%) Algorithms
3 1 (25.00%) Decision-Making
3 1 (25.00%) Systems Engineering
3 1 (25.00%) Community of Practice
3 1 (25.00%) Public Sector
3 1 (25.00%) Product Backlog
3 1 (25.00%) Business Case
3 1 (25.00%) Data Pipeline
3 1 (25.00%) Metadata
3 1 (25.00%) NoSQL
3 1 (25.00%) .NET
3 1 (25.00%) Data Architecture
3 1 (25.00%) Git (software)

Data Structures
Co-occurring IT Skills in Newport 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 (25.00%) Apache Spark
Cloud Services
1 1 (25.00%) GitHub
Database & Business Intelligence
1 2 (50.00%) Apache Hive
1 2 (50.00%) Impala
2 1 (25.00%) Hadoop
2 1 (25.00%) HBase
2 1 (25.00%) Metadata
2 1 (25.00%) NoSQL
Development Applications
1 1 (25.00%) Git (software)
General
1 1 (25.00%) Public Sector
Job Titles
1 1 (25.00%) Analyst
1 1 (25.00%) Business Analyst
1 1 (25.00%) Business Systems Analyst
1 1 (25.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 2 (50.00%) PySpark
2 1 (25.00%) .NET
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Management Information System
Processes & Methodologies
1 3 (75.00%) Agile Software Development
1 3 (75.00%) ETL
2 2 (50.00%) Coaching
2 2 (50.00%) Data Engineering
2 2 (50.00%) ETL Development
3 1 (25.00%) Business Analysis
3 1 (25.00%) Business Case
3 1 (25.00%) Community of Practice
3 1 (25.00%) Data Architecture
3 1 (25.00%) Data Management
3 1 (25.00%) Data Pipeline
3 1 (25.00%) Data Validation
3 1 (25.00%) Decision-Making
3 1 (25.00%) People Management
3 1 (25.00%) Product Backlog
3 1 (25.00%) Statistical Analysis
3 1 (25.00%) Systems Engineering
3 1 (25.00%) Use Case
3 1 (25.00%) Validation
Programming Languages
1 2 (50.00%) Python
1 2 (50.00%) SQL
2 1 (25.00%) Scala
Qualifications
1 3 (75.00%) SC Cleared
1 3 (75.00%) Security Cleared
Quality Assurance & Compliance
1 2 (50.00%) Data Quality