The following table provides summary statistics for contract job vacancies with a requirement for PySpark skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited PySpark over the 6 months to 8 August 2020 with a comparison to the same period in 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.
PySpark is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
10,686
28,928
35,155
As % of all contract IT jobs advertised in the UK
30.34%
31.73%
34.25%
Number of daily rates quoted
7,105
20,163
24,812
Median daily rate
£500
£488
£475
Median daily rate % change year-on-year
+2.56%
+2.63%
+5.56%
10th Percentile
£330
£333
£319
90th Percentile
£675
£650
£625
UK excluding London median daily rate
£450
£438
£420
% change year-on-year
+2.86%
+4.17%
+5.00%
Number of hourly rates quoted
169
319
352
Median hourly rate
£35.00
£43.91
£41.00
Median hourly rate % change year-on-year
-20.29%
+7.10%
+2.50%
10th Percentile
£22.33
£19.66
£15.24
90th Percentile
£63.98
£60.00
£57.50
Median hourly rate
£35.00
£42.50
£40.00
% change year-on-year
-17.65%
+6.25%
-
PySpark Job Vacancy Trend
Job postings citing PySpark as a proportion of all IT jobs advertised.
PySpark Contractor Daily Rate Trend
3-month moving average daily rate quoted in jobs citing PySpark.
PySpark Daily Rate Histogram
Daily rate distribution for jobs citing PySpark over the 6 months to 8 August 2020.
PySpark Contractor Hourly Rate Trend
3-month moving average hourly rates quoted in jobs citing PySpark.
PySpark Top 11 Contract Locations
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PySpark within the UK over the 6 months to 8 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
Location
Rank Change on Same Period Last Year
Matching Contract IT Job Ads
Median Daily Rate Past 6 Months
Median Daily Rate % Change on Same Period Last Year
For the 6 months to 8 August 2020, IT contractor jobs citing PySpark 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 with a requirement for PySpark.
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:
