The table below provides summary statistics for contract job vacancies advertised in Newport requiring PySpark skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited PySpark over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.
PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Newport.
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
8
15
26
As % of all contract IT jobs advertised in Newport
14.29%
16.30%
19.70%
Number of daily rates quoted
4
9
20
10th Percentile
£353
£156
£511
25th Percentile
£456
£313
£513
Median daily rate (50th Percentile)
£563
£350
£550
Median % change year-on-year
+60.71%
-36.36%
-2.22%
75th Percentile
£606
£438
£650
90th Percentile
£618
£509
-
South Wales median daily rate
£405
£450
£525
% change year-on-year
-10.00%
-14.29%
-
Number of hourly rates quoted
3
4
0
10th Percentile
£20.49
£15.38
-
25th Percentile
£21.06
£15.66
-
Median hourly rate
£22.00
£18.14
-
Median % change year-on-year
+21.28%
-
-
75th Percentile
£39.75
£21.29
-
90th Percentile
£50.40
£22.77
-
South Wales median hourly rate
£22.00
£18.14
-
% change year-on-year
+21.28%
-
-
PySpark Job Vacancy Trend in Newport
Job postings citing PySpark as a proportion of all IT jobs advertised in Newport.
PySpark Contractor Daily Rate Trend in Newport
3-month moving average daily rate quoted in jobs citing PySpark in Newport.
PySpark Contractor Hourly Rate Trend in Newport
3-month moving average hourly rates quoted in jobs citing PySpark in Newport.
PySpark Top 14 Co-occurring Skills and Capabilities in Newport
For the 6 months to 1 May 2025, contractor job vacancies citing PySpark also mentioned the following skills and capabilities 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 PySpark.
PySpark Co-occurring Skills and Capabilities in Newport by Category
The follow tables expand on the table above by listing co-occurrences grouped by category.
The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:
