Hybrid/Remote GeoPandas Contract Job Trends

GeoPandas
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring GeoPandas skills. It covers contract job vacancies from the 6 months leading up to 19 December 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Dec 2025
Same period 2024 Same period 2023
Rank 312 - 372
Rank change year-on-year - - +175
Contract jobs citing GeoPandas 2 0 2
As % of all contract jobs with remote/hybrid work options 0.020% - 0.012%
As % of the Libraries, Frameworks & Software Standards category 0.074% - 0.048%
Number of daily rates quoted 2 0 2
Median daily rate (50th Percentile) £575 - £750
Median % change year-on-year - - +66.67%
UK median daily rate £575 - £750
% change year-on-year - - +36.36%

All Software Libraries and Frameworks
Work from Home

GeoPandas 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 with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,712 2,872 4,148
As % of all contract jobs with a WFH option 26.53% 24.63% 24.25%
Number of daily rates quoted 1,766 1,894 3,006
10th Percentile £352 £325 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £523 £525 £525
Median % change year-on-year -0.48% - -4.55%
75th Percentile £638 £643 £650
90th Percentile £750 £775 £750
UK median daily rate £505 £547 £550
% change year-on-year -7.68% -0.55% -4.35%
Number of hourly rates quoted 79 24 45
10th Percentile £31.25 £21.48 £40.12
25th Percentile £41.00 £26.50 £55.00
Median hourly rate £65.00 £61.25 £65.00
Median % change year-on-year +6.12% -5.77% -
75th Percentile - £75.00 £77.50
90th Percentile £67.00 £91.88 £90.25
UK median hourly rate £61.00 £62.50 £52.50
% change year-on-year -2.40% +19.05% -19.23%

GeoPandas
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing GeoPandas and offering remote or hybrid work options relative to all contract IT jobs advertised.

GeoPandas job vacancy trend for remote/hybrid jobs

GeoPandas
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing GeoPandas.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing GeoPandas

GeoPandas
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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:

Cloud Services
1 2 (100.00%) Amazon S3
1 2 (100.00%) Amazon SageMaker
1 2 (100.00%) AWS
1 2 (100.00%) AWS Lambda
1 2 (100.00%) Azure
1 2 (100.00%) Azure Sentinel
1 2 (100.00%) GCP
1 2 (100.00%) Serverless
Database & Business Intelligence
1 2 (100.00%) Geospatial Data
1 2 (100.00%) PostgreSQL
1 2 (100.00%) QGIS
1 2 (100.00%) Spatial Data
General
1 2 (100.00%) Social Skills
Job Titles
1 2 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (100.00%) Dask
1 2 (100.00%) GeoJSON
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) Plotly
1 2 (100.00%) PostGIS
1 2 (100.00%) scikit-learn
1 2 (100.00%) Streamlit
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) Analytics
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Ingestion
1 2 (100.00%) Data Munging
1 2 (100.00%) Data Science
1 2 (100.00%) Feature Engineering
1 2 (100.00%) Machine Learning
1 2 (100.00%) Network Optimisation
1 2 (100.00%) Open Source
1 2 (100.00%) Problem-Solving
1 2 (100.00%) Remote Sensing
1 2 (100.00%) Spatial Analysis
1 2 (100.00%) Statistics
1 2 (100.00%) Use Case
1 2 (100.00%) Visualisation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Vendors
1 2 (100.00%) Google