PySpark - Spark Python API Yorkshire> West Yorkshire
The table below provides summary statistics for contract job vacancies advertised in West Yorkshire 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.
6 months to 1 May 2025
Same period 2024
Same period 2023
Rank
61
74
82
Rank change year-on-year
+13
+8
+11
Contract jobs citing PySpark
1
3
25
As % of all contract jobs advertised in West Yorkshire
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 West Yorkshire.
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
116
203
350
As % of all contract IT jobs advertised in West Yorkshire
21.17%
20.32%
21.42%
Number of daily rates quoted
67
145
267
10th Percentile
£394
£325
£417
25th Percentile
£450
£413
£463
Median daily rate (50th Percentile)
£500
£550
£525
Median % change year-on-year
-9.09%
+4.76%
+5.00%
75th Percentile
£600
£625
£600
90th Percentile
£760
£675
£700
Yorkshire median daily rate
£500
£525
£525
% change year-on-year
-4.76%
-
+5.00%
Number of hourly rates quoted
4
2
6
10th Percentile
£84.38
-
£61.25
25th Percentile
£84.67
-
£63.44
Median hourly rate
£96.85
£13.87
£70.00
Median % change year-on-year
+598.23%
-80.19%
-
75th Percentile
£102.00
-
-
90th Percentile
-
-
£75.00
Yorkshire median hourly rate
£96.85
£22.50
£70.00
% change year-on-year
+330.42%
-67.86%
+106.86%
PySpark Job Vacancy Trend in West Yorkshire
Job postings citing PySpark as a proportion of all IT jobs advertised in West Yorkshire.
PySpark Contractor Daily Rate Trend in West Yorkshire
3-month moving average daily rate quoted in jobs citing PySpark in West Yorkshire.
PySpark Top 6 Co-occurring Skills and Capabilities in West Yorkshire
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 West Yorkshire region with a requirement for PySpark.
PySpark Co-occurring Skills and Capabilities in West Yorkshire 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:
