The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for PySpark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PySpark over the 6 months to 27 April 2024 with a comparison to the same period in the previous 2 years.
6 months to 27 Apr 2024
Same period 2023
Same period 2022
Rank
108
149
-
Rank change year-on-year
+41
-
-
Permanent jobs citing PySpark
3
2
0
As % of all permanent jobs advertised in Edinburgh
PySpark is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for technical specification, industry standards, software libraries and framework skills.
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
435
777
945
As % of all permanent jobs advertised in Edinburgh
28.36%
36.19%
40.80%
Number of salaries quoted
305
456
600
10th Percentile
£45,000
£42,250
£38,750
25th Percentile
£55,000
£51,250
£45,000
Median annual salary (50th Percentile)
£65,000
£67,634
£57,500
Median % change year-on-year
-3.89%
+17.62%
+15.00%
75th Percentile
£75,000
£82,925
£69,250
90th Percentile
£91,934
£97,500
£81,250
Scotland median annual salary
£60,000
£63,000
£55,000
% change year-on-year
-4.76%
+14.55%
+10.00%
PySpark Job Vacancy Trend in Edinburgh
Job postings citing PySpark as a proportion of all IT jobs advertised in Edinburgh.
PySpark Salary Trend in Edinburgh
3-month moving average salary quoted in jobs citing PySpark in Edinburgh.
PySpark Top 8 Co-occurring Skills and Capabilities in Edinburgh
For the 6 months to 27 April 2024, 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 Edinburgh region with a requirement for PySpark.
PySpark Co-occurring Skills and Capabilities in Edinburgh 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:
