Pandas Job Trends in Croydon

Pandas
South London > Croydon

The table below provides summary statistics and salary benchmarking for jobs advertised in Croydon requiring Pandas skills. It covers permanent job vacancies from the 6 months leading up to 27 February 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Feb 2026
Same period 2025 Same period 2024
Rank 24 - -
Rank change year-on-year - - -
Permanent jobs citing Pandas 1 0 0
As % of all permanent jobs in Croydon 0.74% - -
As % of the Libraries, Frameworks & Software Standards category 5.26% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
South London median annual salary - - -

All Software Libraries and Frameworks
Croydon

Pandas falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Croydon.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 19 70 73
As % of all permanent jobs advertised in Croydon 14.07% 34.83% 34.60%
Number of salaries quoted 6 15 44
10th Percentile £47,163 - £56,250
25th Percentile £52,400 £32,000 £61,625
Median annual salary (50th Percentile) £62,600 £34,000 £72,500
Median % change year-on-year +84.12% -53.10% -3.33%
75th Percentile £70,000 £61,875 £78,750
90th Percentile £71,250 £66,750 £83,750
South London median annual salary £70,000 £60,000 £67,500
% change year-on-year +16.67% -11.11% -

Pandas
Job Vacancy Trend in Croydon

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

Pandas job vacancy trend in Croydon

Pandas
Co-Occurring Skills & Capabilities in Croydon 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 Airflow
1 1 (100.00%) Apache Spark
Applications
1 1 (100.00%) MS Visio
Cloud Services
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS
1 1 (100.00%) OpenShift
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Impala
1 1 (100.00%) Oracle Database
1 1 (100.00%) Parquet
1 1 (100.00%) Spark SQL
1 1 (100.00%) Tableau
Development Applications
1 1 (100.00%) Git
1 1 (100.00%) IBM UrbanCode
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Banking
1 1 (100.00%) Finance
1 1 (100.00%) Investment Banking
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Banking Analyst
1 1 (100.00%) Business Analyst
1 1 (100.00%) Data Business Analyst
1 1 (100.00%) Investment Banking Business Analyst
1 1 (100.00%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 1 (100.00%) PySpark
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Attestation
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) Data Validation
1 1 (100.00%) ETL
1 1 (100.00%) Performance Tuning
1 1 (100.00%) Root Cause Analysis
1 1 (100.00%) Runbook
1 1 (100.00%) Scrum
1 1 (100.00%) Translating Business Requirements
1 1 (100.00%) User Acceptance Testing
1 1 (100.00%) Validation
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Oracle
1 1 (100.00%) Red Hat