Apache Spark Contract Job Trends in West Yorkshire

Apache Spark
Yorkshire > West Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in West Yorkshire requiring Apache Spark skills. It covers vacancies from the 6 months leading up to 23 September 2025, with comparisons to the same periods in the previous two years.

6 months to
23 Sep 2025
Same period 2024 Same period 2023
Rank 61 39 90
Rank change year-on-year -22 +51 +21
Contract jobs citing Apache Spark 14 32 2
As % of all contract jobs advertised in West Yorkshire 1.83% 3.88% 0.15%
As % of the Application Platforms category 18.18% 31.37% 1.45%
Number of daily rates quoted 5 6 0
10th Percentile - £425 -
25th Percentile £550 £456 -
Median daily rate (50th Percentile) £600 £575 -
Median % change year-on-year +4.35% - -
75th Percentile - £756 -
90th Percentile £683 £831 -
Yorkshire median daily rate £550 £507 -
% change year-on-year +8.48% - -

All Application Platform Skills
West Yorkshire

Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring application platform skills in West Yorkshire.

Contract vacancies with a requirement for application platform skills 77 102 138
As % of all contract IT jobs advertised in West Yorkshire 10.07% 12.36% 10.02%
Number of daily rates quoted 49 55 97
10th Percentile £235 £355 £220
25th Percentile £350 £404 £362
Median daily rate (50th Percentile) £450 £475 £475
Median % change year-on-year -5.26% - +5.56%
75th Percentile £550 £613 £588
90th Percentile £605 £688 £646
Yorkshire median daily rate £425 £500 £427
% change year-on-year -15.00% +17.23% -5.22%
Number of hourly rates quoted 0 0 5
10th Percentile - - £14.79
25th Percentile - - £17.22
Median hourly rate - - £21.50
75th Percentile - - £23.75
90th Percentile - - £25.57
Yorkshire median hourly rate - - £22.00
% change year-on-year - - +2.33%

Apache Spark
Job Vacancy Trend in West Yorkshire

Job postings citing Apache Spark as a proportion of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Apache Spark in West Yorkshire

Apache Spark
Daily Rate Trend in West Yorkshire

Contractor daily rate distribution trend for jobs in West Yorkshire citing Apache Spark.

Contractor daily rate distribution trend for jobs in West Yorkshire citing Apache Spark

Apache Spark
Daily Rate Histogram in West Yorkshire

Daily rate distribution for jobs citing Apache Spark in West Yorkshire over the 6 months to 23 September 2025.

Daily rate histogram for Apache Spark in West Yorkshire

Apache Spark
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Spark within the West Yorkshire region over the 6 months to 23 September 2025. 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
Live
Jobs
Leeds -23 14 £600 +4.35% 6
Apache Spark
Yorkshire

Apache Spark
Co-occurring Skills and Capabilities in West Yorkshire 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:

Application Platforms
1 3 (21.43%) Apache Airflow
2 2 (14.29%) Apache
Cloud Services
1 12 (85.71%) GCP
2 7 (50.00%) Amazon S3
3 3 (21.43%) Azure
3 3 (21.43%) dbt
4 2 (14.29%) AWS
4 2 (14.29%) Azure DevOps
4 2 (14.29%) Cloud Functions
5 1 (7.14%) Azure Data Factory
5 1 (7.14%) Azure Synapse Analytics
5 1 (7.14%) GitHub
5 1 (7.14%) GitHub Actions
5 1 (7.14%) Power Platform
Database & Business Intelligence
1 10 (71.43%) Flink
2 7 (50.00%) MongoDB
2 7 (50.00%) NoSQL
3 3 (21.43%) BigQuery
4 2 (14.29%) Bigtable
4 2 (14.29%) Enterprise Data Warehouse
4 2 (14.29%) RDBMS
4 2 (14.29%) Relational Database
5 1 (7.14%) Amazon QuickSight
5 1 (7.14%) Amazon Redshift
5 1 (7.14%) Data Lake
5 1 (7.14%) Data Warehouse
5 1 (7.14%) Power BI
5 1 (7.14%) Tableau
Development Applications
1 2 (14.29%) Git
1 2 (14.29%) JIRA
2 1 (7.14%) GitLab
2 1 (7.14%) Jenkins
General
1 2 (14.29%) Banking
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Social Skills
Job Titles
1 10 (71.43%) Architect
2 7 (50.00%) Kafka Architect
3 3 (21.43%) Data Architect
3 3 (21.43%) GCP Architect
3 3 (21.43%) GCP Data Architect
4 2 (14.29%) Data Engineer
5 1 (7.14%) GCP Data Engineer
5 1 (7.14%) GCP Engineer
5 1 (7.14%) Kafka Engineer
5 1 (7.14%) Lead
5 1 (7.14%) Lead DevOps
5 1 (7.14%) Platform Engineer
5 1 (7.14%) Senior
5 1 (7.14%) Senior Data Engineer
5 1 (7.14%) Solutions Architect
Libraries, Frameworks & Software Standards
1 12 (85.71%) Kafka
2 10 (71.43%) Apache Beam
2 10 (71.43%) Spark Streaming
3 7 (50.00%) JDBC
4 2 (14.29%) .NET
Miscellaneous
1 1 (7.14%) Cloud Native
Operating Systems
1 2 (14.29%) Unix
Processes & Methodologies
1 10 (71.43%) DevOps
2 9 (64.29%) Data Pipeline
2 9 (64.29%) Event-Driven
2 9 (64.29%) Problem-Solving
3 8 (57.14%) Decision-Making
4 7 (50.00%) Data Ingestion
4 7 (50.00%) High Availability
5 3 (21.43%) CI/CD
5 3 (21.43%) ETL
6 2 (14.29%) Agile
6 2 (14.29%) Architectural Design
6 2 (14.29%) Architecture Roadmap
6 2 (14.29%) Data Design
6 2 (14.29%) Information Architecture
6 2 (14.29%) Knowledge Transfer
6 2 (14.29%) Requirements Gathering
6 2 (14.29%) Roadmaps
6 2 (14.29%) Strategic Roadmap
7 1 (7.14%) Data Integration
7 1 (7.14%) Open Source
Programming Languages
1 4 (28.57%) Python
2 3 (21.43%) Java
2 3 (21.43%) SQL
3 2 (14.29%) ANSI SQL
3 2 (14.29%) Scala
3 2 (14.29%) Shell Script
4 1 (7.14%) Bash
Systems Management
1 4 (28.57%) Ansible
2 2 (14.29%) Control-M
3 1 (7.14%) Terraform
Vendors
1 1 (7.14%) Cloudera
1 1 (7.14%) Databricks
1 1 (7.14%) Google