Pandas Contract Job Trends in West Yorkshire

Pandas
Yorkshire > West Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in West Yorkshire requiring Pandas skills. It covers contract job vacancies from the 6 months leading up to 21 July 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Jul 2026
Same period 2025 Same period 2024
Rank 95 - -
Rank change year-on-year - - -
Contract jobs citing Pandas 1 0 0
As % of all contract jobs in West Yorkshire 0.075% - -
As % of the Libraries, Frameworks & Software Standards category 0.38% - -
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 £425 £400
% change year-on-year +11.76% +6.25% -

All Software Libraries and Frameworks
West Yorkshire

Pandas 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 264 148 204
As % of all contract IT jobs advertised in West Yorkshire 19.82% 21.23% 22.34%
Number of daily rates quoted 165 90 139
10th Percentile £400 £363 £360
25th Percentile £450 £443 £450
Median daily rate (50th Percentile) £500 £500 £550
Median % change year-on-year - -9.09% +1.85%
75th Percentile £588 £555 £600
90th Percentile £635 £675 £659
Yorkshire median daily rate £500 £475 £550
% change year-on-year +5.26% -13.64% +4.76%
Number of hourly rates quoted 2 1 3
10th Percentile - - -
25th Percentile £23.00 £84.83 -
Median hourly rate £24.00 £91.69 £13.87
Median % change year-on-year -73.82% +561.07% -
75th Percentile £25.00 £98.56 £15.52
90th Percentile - - £16.50
Yorkshire median hourly rate £67.50 £91.69 £39.35
% change year-on-year -26.38% +133.04% -

Pandas
Job Vacancy Trend in West Yorkshire

Historical trend showing the proportion of contract IT job postings citing Pandas relative to all contract IT jobs advertised in West Yorkshire.

Pandas job vacancy trend in West Yorkshire

Pandas
Daily Rate Trend in West Yorkshire

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

Contractor daily rate distribution trend for jobs in West Yorkshire citing Pandas

Pandas
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 Pandas within the West Yorkshire region over the 6 months to 21 July 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 - 2
Pandas
Yorkshire

Pandas
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%) PyArrow
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