PySpark Job Trends in Macclesfield

PySpark - Spark Python API
Cheshire > Macclesfield

The table below provides summary statistics and salary benchmarking for jobs advertised in Macclesfield requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 28 August 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Aug 2026
Same period 2025 Same period 2024
Rank 11 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 1 0 0
As % of all permanent jobs in Macclesfield 2.13% - -
As % of the Libraries, Frameworks & Software Standards category 25.00% - -
Number of salaries quoted 1 0 0
Median annual salary (50th Percentile) £80,000 - -
Cheshire median annual salary £85,000 - -

All Software Libraries and Frameworks
Macclesfield

PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Macclesfield.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4 3 6
As % of all permanent jobs advertised in Macclesfield 8.51% 14.29% 23.08%
Number of salaries quoted 4 0 5
10th Percentile £27,950 - £48,550
25th Percentile £28,625 - £51,250
Median annual salary (50th Percentile) £36,500 - £52,500
Median % change year-on-year - - +31.25%
75th Percentile £52,250 - £56,000
90th Percentile £68,900 - £62,000
Cheshire median annual salary £62,500 £57,500 £47,500
% change year-on-year +8.70% +21.05% -20.83%

PySpark
Co-Occurring Skills & Capabilities in Macclesfield 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 (100.00%) Apache Airflow
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) Amazon Bedrock
1 1 (100.00%) Amazon EMR
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Azure
1 1 (100.00%) Copilot Studio
1 1 (100.00%) GCP
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Electronic Patient Records
1 1 (100.00%) Neo4j
Development Applications
1 1 (100.00%) Jenkins
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Enterprise Architect
1 1 (100.00%) Enterprise Solutions Architect
1 1 (100.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (100.00%) Terraform
Miscellaneous
1 1 (100.00%) Life Science
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Architectural Patterns
1 1 (100.00%) Architecture Roadmap
1 1 (100.00%) Big Data Analytics
1 1 (100.00%) Data Analytics
1 1 (100.00%) Generative AI
1 1 (100.00%) Microservices
1 1 (100.00%) Roadmaps
1 1 (100.00%) Sales Enablement
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) Technology Roadmap
1 1 (100.00%) Use Case
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Scala
1 1 (100.00%) Shell Script
1 1 (100.00%) SQL
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Kubernetes
Vendors
1 1 (100.00%) Databricks