PySpark Contract Job Trends in Nottingham

PySpark - Spark Python API
Nottinghamshire > Nottingham

The table below provides summary statistics and contractor rates for jobs advertised in Nottingham requiring PySpark skills. It covers contract job vacancies from the 6 months leading up to 9 May 2026, with comparisons to the same periods in the previous two years.

6 months to
9 May 2026
Same period 2025 Same period 2024
Rank 37 - -
Rank change year-on-year - - -
Contract jobs citing PySpark 2 0 0
As % of all contract jobs in Nottingham 0.65% - -
As % of the Libraries, Frameworks & Software Standards category 4.44% - -
Number of daily rates quoted 2 0 0
10th Percentile £443 - -
25th Percentile £469 - -
Median daily rate (50th Percentile) £525 - -
75th Percentile £569 - -
90th Percentile £588 - -
Nottinghamshire median daily rate £525 - -

All Software Libraries and Frameworks
Nottingham

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 Nottingham.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 45 23 28
As % of all contract IT jobs advertised in Nottingham 14.66% 20.72% 22.40%
Number of daily rates quoted 28 22 13
10th Percentile £410 £217 £315
25th Percentile £454 £350 £363
Median daily rate (50th Percentile) £525 £464 £450
Median % change year-on-year +13.21% +3.06% -14.29%
75th Percentile £600 £517 £525
90th Percentile £621 £530 £548
Nottinghamshire median daily rate £525 £464 £450
% change year-on-year +13.21% +3.06% -10.89%

PySpark
Job Vacancy Trend in Nottingham

Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in Nottingham.

PySpark job vacancy trend in Nottingham

PySpark
Daily Rate Histogram in Nottingham

Daily rate distribution for jobs citing PySpark in Nottingham over the 6 months to 9 May 2026.

Daily rate histogram for PySpark in Nottingham

PySpark
Co-Occurring Skills & Capabilities in Nottingham by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (50.00%) Apache
1 1 (50.00%) Apache Spark
Cloud Services
1 2 (100.00%) Azure
1 2 (100.00%) Azure Data Factory
2 1 (50.00%) Azure DevOps
2 1 (50.00%) Azure Functions
2 1 (50.00%) Azure Logic Apps
2 1 (50.00%) Azure Synapse Analytics
2 1 (50.00%) Power Platform
2 1 (50.00%) Serverless
Database & Business Intelligence
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Delta Lake
1 1 (50.00%) Power BI
1 1 (50.00%) Spark SQL
Development Applications
1 1 (50.00%) Git
Job Titles
1 2 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) YAML
Miscellaneous
1 1 (50.00%) Onboarding
1 1 (50.00%) Product Ownership
Processes & Methodologies
1 2 (100.00%) Data Modelling
2 1 (50.00%) Analytics
2 1 (50.00%) Business Intelligence
2 1 (50.00%) CI/CD
2 1 (50.00%) Cost Optimisation
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data Pipeline
2 1 (50.00%) DevOps
2 1 (50.00%) ETL
2 1 (50.00%) Knowledge Transfer
2 1 (50.00%) Performance Optimisation
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Runbook
2 1 (50.00%) Software Engineering
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
2 1 (50.00%) Data Analysis Expressions
Qualifications
1 1 (50.00%) BPSS Clearance
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
Systems Management
1 1 (50.00%) Terraform
Vendors
1 2 (100.00%) Databricks