PyArrow Contract Job Trends in West Yorkshire

PyArrow
Yorkshire > West Yorkshire

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

6 months to
6 Feb 2026
Same period 2025 Same period 2024
Rank 82 - -
Rank change year-on-year - - -
Contract jobs citing PyArrow 1 0 0
As % of all contract jobs in West Yorkshire 0.11% - -
As % of the Libraries, Frameworks & Software Standards category 0.47% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £463 - -
Median daily rate (50th Percentile) £475 - -
75th Percentile £488 - -
90th Percentile - - -
Yorkshire median daily rate £475 - -

All Software Libraries and Frameworks
West Yorkshire

PyArrow 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 West Yorkshire.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 212 132 244
As % of all contract IT jobs advertised in West Yorkshire 22.94% 22.92% 20.59%
Number of daily rates quoted 146 73 177
10th Percentile £366 £405 £330
25th Percentile £438 £450 £425
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £594 £600 £615
90th Percentile £675 £738 £675
Yorkshire median daily rate £500 £525 £500
% change year-on-year -4.76% +5.00% -4.76%
Number of hourly rates quoted 0 3 2
10th Percentile - £87.75 £30.30
25th Percentile - £93.09 £35.59
Median hourly rate - £102.00 £44.39
Median % change year-on-year - +129.78% -36.59%
75th Percentile - - £53.20
90th Percentile - - £58.48
Yorkshire median hourly rate £56.50 £102.00 £24.64
% change year-on-year -44.61% +313.96% -64.80%

PyArrow
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 PyArrow within the West Yorkshire region over the 6 months to 6 February 2026. 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 - 1 £475 -
PyArrow
Yorkshire

PyArrow
Co-Occurring Skills & Capabilities in West Yorkshire 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
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) Azure Data Factory
1 1 (100.00%) Azure Synapse Analytics
1 1 (100.00%) GCP
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Delta Lake
1 1 (100.00%) Power BI
Development Applications
1 1 (100.00%) Git
General
1 1 (100.00%) Analytical Skills
Job Titles
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Pandas
1 1 (100.00%) PySpark
Miscellaneous
1 1 (100.00%) Analytical Mindset
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Batch Processing
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) DevOps
1 1 (100.00%) Performance Tuning
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Translating Business Requirements
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Data Analysis Expressions
1 1 (100.00%) Python
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Databricks