Pandas Job Trends in the City of London

Pandas
Central London > City of London

The table below provides summary statistics and salary benchmarking for jobs advertised in the City of London requiring Pandas skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 128 147 150
Rank change year-on-year +19 +3 +58
Permanent jobs citing Pandas 6 16 17
As % of all permanent jobs in the City of London 0.27% 0.61% 0.60%
As % of the Libraries, Frameworks & Software Standards category 1.41% 2.08% 2.05%
Number of salaries quoted 4 7 16
10th Percentile - £65,750 £60,375
25th Percentile £42,500 £79,375 £68,750
Median annual salary (50th Percentile) £55,000 £110,000 £90,000
Median % change year-on-year -50.00% +22.22% +28.57%
75th Percentile £93,750 - £96,250
90th Percentile £141,000 - £110,000
Central London median annual salary £65,000 £102,500 £90,000
% change year-on-year -36.59% +13.89% +28.57%

All Software Libraries and Frameworks
City of London

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 the City of London.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 425 771 829
As % of all permanent jobs advertised in the City of London 18.81% 29.17% 29.15%
Number of salaries quoted 359 559 768
10th Percentile £57,500 £52,500 £52,500
25th Percentile £67,500 £56,250 £62,500
Median annual salary (50th Percentile) £85,000 £75,000 £85,000
Median % change year-on-year +13.33% -11.76% +3.03%
75th Percentile £108,750 £97,500 £106,250
90th Percentile £126,025 £117,500 £116,250
Central London median annual salary £86,750 £75,000 £85,000
% change year-on-year +15.67% -11.76% +6.25%

Pandas
Job Vacancy Trend in the City of London

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

Pandas job vacancy trend in the City of London

Pandas
Salary Trend in the City of London

Salary distribution trend for jobs in the City of London citing Pandas.

Salary distribution trend for jobs in the City of London citing Pandas

Pandas
Salary Histogram in the City of London

Salary distribution for jobs citing Pandas in the City of London over the 6 months to 12 January 2026.

Salary histogram for Pandas in the City of London

Pandas
Co-Occurring Skills & Capabilities in the City of London 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 2 (33.33%) Apache Airflow
2 1 (16.67%) Apache Spark
Cloud Services
1 4 (66.67%) AWS
2 3 (50.00%) Azure
2 3 (50.00%) GCP
3 1 (16.67%) dbt
3 1 (16.67%) Snowflake
Database & Business Intelligence
1 1 (16.67%) Amazon Athena
1 1 (16.67%) MongoDB
Development Applications
1 2 (33.33%) Git
General
1 4 (66.67%) Analytical Skills
1 4 (66.67%) Social Skills
2 2 (33.33%) Finance
2 2 (33.33%) Manufacturing
2 2 (33.33%) Retail
Job Titles
1 4 (66.67%) Data Scientist
2 3 (50.00%) Senior
3 2 (33.33%) Senior Data Scientist
4 1 (16.67%) Principal Engineer
Libraries, Frameworks & Software Standards
1 4 (66.67%) PySpark
2 3 (50.00%) NumPy
2 3 (50.00%) PyTorch
2 3 (50.00%) scikit-learn
3 1 (16.67%) TensorFlow
Miscellaneous
1 2 (33.33%) Reinsurance
Processes & Methodologies
1 5 (83.33%) Data Science
2 4 (66.67%) Analytics
2 4 (66.67%) Problem-Solving
3 3 (50.00%) Data Engineering
3 3 (50.00%) Data Pipeline
3 3 (50.00%) ETL
3 3 (50.00%) LLM
3 3 (50.00%) Machine Learning
3 3 (50.00%) Mentoring
3 3 (50.00%) MLOps
4 2 (33.33%) AI
4 2 (33.33%) Code Quality
4 2 (33.33%) Data Ingestion
4 2 (33.33%) Digital Transformation Strategy
4 2 (33.33%) Mathematics
4 2 (33.33%) Software Engineering
4 2 (33.33%) Statistical Analysis
4 2 (33.33%) Statistics
4 2 (33.33%) Unit Testing
4 2 (33.33%) Visualisation
Programming Languages
1 6 (100.00%) Python
1 6 (100.00%) SQL
Qualifications
1 3 (50.00%) Degree
2 2 (33.33%) Master's Degree
2 2 (33.33%) PhD
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
System Software
1 2 (33.33%) Docker
Vendors
1 2 (33.33%) Databricks