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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 14 December 2019 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 - Spark Python API UK |
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6 months to
14 Dec 2019 |
Same period 2018 |
Same period 2017 |
| Rank |
545 |
751 |
781 |
| Rank change year-on-year |
+206 |
+30 |
+106 |
| Contract jobs citing PySpark |
243 |
159 |
117 |
| As % of all contract IT jobs advertised in the UK |
0.31% |
0.15% |
0.11% |
| As % of the Libraries, Frameworks & Software Standards category |
1.02% |
0.44% |
0.35% |
| Number of daily rates quoted |
174 |
124 |
103 |
| UK median daily rate |
£550 |
£550 |
£550 |
| 10th Percentile |
£452 |
£479 |
£400 |
| 90th Percentile |
£675 |
£613 |
£675 |
| UK excluding London median daily rate |
£550 |
£475 |
£525 |
| % change year-on-year |
+15.79% |
-9.52% |
-4.55% |
| Number of hourly rates quoted |
0 |
2 |
0 |
| UK median hourly rate |
- |
£24.00 |
- |
| UK excluding London median hourly rate |
- |
£24.00 |
- |
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.
| All Software Libraries and Frameworks UK |
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills |
23,871 |
36,477 |
33,250 |
| As % of all contract IT jobs advertised in the UK |
30.16% |
34.76% |
32.20% |
| Number of daily rates quoted |
16,465 |
25,779 |
23,511 |
| UK median daily rate |
£490 |
£475 |
£450 |
| Median daily rate % change year-on-year |
+3.16% |
+5.56% |
+5.88% |
| 10th Percentile |
£331 |
£325 |
£313 |
| 90th Percentile |
£650 |
£638 |
£625 |
| UK excluding London median daily rate |
£438 |
£425 |
£400 |
| % change year-on-year |
+2.94% |
+6.25% |
+3.09% |
| Number of hourly rates quoted |
272 |
314 |
363 |
| UK median hourly rate |
£42.50 |
£41.52 |
£40.00 |
| Median hourly rate % change year-on-year |
+2.37% |
+3.79% |
- |
| 10th Percentile |
£17.50 |
£19.08 |
£17.80 |
| 90th Percentile |
£73.75 |
£60.00 |
£52.40 |
| UK excluding London median hourly rate |
£42.00 |
£41.53 |
£40.00 |
| % change year-on-year |
+1.13% |
+3.83% |
+3.23% |
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PySpark
Job Vacancy Trend
Job postings citing PySpark as a percentage of all IT jobs advertised.
PySpark
Contractor Daily Rate Trend
This chart provides the 3-month moving average for daily rates quoted in contract jobs citing PySpark.
PySpark
Contractor Daily Rate Histogram
The daily rate distribution of IT jobs citing PySpark over the 6 months to 14 December 2019.
PySpark
Top 14 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 14 December 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
For the 6 months to 14 December 2019, 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.
PySpark
Co-occurring IT Skills by Category
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:
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