Pandas Contract Job Trends in Liverpool

Pandas
Merseyside > Liverpool

The table below provides summary statistics and contractor rates for jobs advertised in Liverpool requiring Pandas skills. It covers contract job vacancies from the 6 months leading up to 17 March 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 44 - -
Rank change year-on-year - - -
Contract jobs citing Pandas 2 0 0
As % of all contract jobs in Liverpool 0.73% - -
As % of the Libraries, Frameworks & Software Standards category 6.25% - -
Number of daily rates quoted 2 0 0
10th Percentile £407 - -
25th Percentile £408 - -
Median daily rate (50th Percentile) £419 - -
75th Percentile £433 - -
90th Percentile £436 - -
Merseyside median daily rate £419 - -

All Software Libraries and Frameworks
Liverpool

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 Liverpool.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 32 25 29
As % of all contract IT jobs advertised in Liverpool 11.68% 18.66% 16.20%
Number of daily rates quoted 12 17 11
10th Percentile £414 £388 -
25th Percentile £444 £463 £350
Median daily rate (50th Percentile) £500 £545 £450
Median % change year-on-year -8.26% +21.11% -5.26%
75th Percentile £531 £625 £513
90th Percentile £559 £638 £550
Merseyside median daily rate £500 £545 £450
% change year-on-year -8.26% +21.11% -7.69%

Pandas
Job Vacancy Trend in Liverpool

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

Pandas job vacancy trend in Liverpool

Pandas
Co-Occurring Skills & Capabilities in Liverpool 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%) Azure
1 2 (100.00%) Azure Data Factory
Database & Business Intelligence
1 2 (100.00%) Azure SQL Database
Job Titles
1 2 (100.00%) Data Engineer
2 1 (50.00%) Azure Data Engineer
2 1 (50.00%) Azure Engineer
Miscellaneous
1 2 (100.00%) Onboarding
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Data Pipeline
1 2 (100.00%) ETL
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Munging
2 1 (50.00%) Decision-Making
2 1 (50.00%) Observability
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Validation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality