PySpark Contracts in Chester

PySpark - Spark Python API
Cheshire > Chester

The table below provides summary statistics for contract job vacancies advertised in Chester 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 17 - -
Rank change year-on-year - - -
Contract jobs citing PySpark 3 0 0
As % of all contract jobs advertised in Chester 4.41% - -
As % of the Libraries, Frameworks & Software Standards category 20.00% - -
Number of daily rates quoted 3 0 0
10th Percentile £683 - -
25th Percentile £694 - -
Median daily rate (50th Percentile) £725 - -
75th Percentile £738 - -
90th Percentile - - -
Cheshire median daily rate £529 - -

All Software Libraries and Frameworks
Chester

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 Chester.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 15 4 9
As % of all contract IT jobs advertised in Chester 22.06% 7.41% 10.59%
Number of daily rates quoted 8 3 7
10th Percentile £489 £277 £358
25th Percentile £581 £279 £369
Median daily rate (50th Percentile) £700 £300 £425
Median % change year-on-year +133.33% -29.41% +6.25%
75th Percentile £738 £531 £563
90th Percentile - £655 £593
Cheshire median daily rate £402 £450 £540
% change year-on-year -10.67% -16.67% +32.52%
Number of hourly rates quoted 1 0 0
Median hourly rate £70.00 - -
Cheshire median hourly rate £70.00 £11.50 -
% change year-on-year +508.70% - -

PySpark
Co-occurring Skills and Capabilities in Chester 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:

Database & Business Intelligence
1 3 (100.00%) Apache Hive
1 3 (100.00%) Hadoop
1 3 (100.00%) MySQL
2 1 (33.33%) Tableau
General
1 3 (100.00%) Social Skills
2 2 (66.67%) Banking
2 2 (66.67%) Investment Banking
Job Titles
1 2 (66.67%) Data Engineer
2 1 (33.33%) Architect
2 1 (33.33%) Technical Architect
Processes & Methodologies
1 3 (100.00%) Problem-Solving
1 3 (100.00%) Technical Architecture
2 2 (66.67%) Workflow
3 1 (33.33%) Data Ingestion
3 1 (33.33%) Data Visualisation
3 1 (33.33%) Visualisation
Vendors
1 3 (100.00%) Cloudera