The table below provides summary statistics for permanent job vacancies advertised in Southampton requiring PySpark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited PySpark over the 6 months leading up to 12 May 2025, comparing them to the same period in the previous two years.
6 months to 12 May 2025
Same period 2024
Same period 2023
Rank
35
-
73
Rank change year-on-year
-
-
+41
Permanent jobs citing PySpark
4
0
1
As % of all permanent jobs advertised in Southampton
PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Southampton.
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
64
139
267
As % of all permanent jobs advertised in Southampton
18.99%
15.94%
34.77%
Number of salaries quoted
56
108
221
10th Percentile
£32,500
£37,500
£32,500
25th Percentile
£46,250
£45,938
£37,500
Median annual salary (50th Percentile)
£55,000
£60,000
£50,000
Median % change year-on-year
-8.33%
+20.00%
-4.76%
75th Percentile
£60,313
£72,500
£67,500
90th Percentile
£67,500
£73,750
£88,750
Hampshire median annual salary
£55,000
£57,500
£55,000
% change year-on-year
-4.35%
+4.55%
-
PySpark Job Vacancy Trend in Southampton
Job postings citing PySpark as a proportion of all IT jobs advertised in Southampton.
PySpark Salary Trend in Southampton
3-month moving average salary quoted in jobs citing PySpark in Southampton.
PySpark Salary Histogram in Southampton
Salary distribution for jobs citing PySpark in Southampton over the 6 months to 12 May 2025.
PySpark Top 14 Co-occurring Skills and Capabilities in Southampton
For the 6 months to 12 May 2025, 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 permanent job ads across the Southampton region with a requirement for PySpark.
PySpark Co-occurring Skills and Capabilities in Southampton 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:
