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 22 November 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 119 151 162
Rank change year-on-year +32 +11 +80
Permanent jobs citing Pandas 9 17 13
As % of all permanent jobs in the City of London 0.51% 0.59% 0.43%
As % of the Libraries, Frameworks & Software Standards category 2.37% 2.13% 1.39%
Number of salaries quoted 6 7 13
10th Percentile £42,500 £82,500 £62,000
25th Percentile £43,750 £91,250 £80,000
Median annual salary (50th Percentile) £57,500 £95,000 £92,500
Median % change year-on-year -39.47% +2.70% +23.33%
75th Percentile £79,688 £110,000 £100,000
90th Percentile £128,125 - £110,000
Central London median annual salary £65,000 £95,000 £92,500
% change year-on-year -31.58% +2.70% +23.33%

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 380 798 932
As % of all permanent jobs advertised in the City of London 21.57% 27.87% 30.77%
Number of salaries quoted 327 564 857
10th Percentile £55,750 £52,500 £52,500
25th Percentile £61,875 £56,250 £61,250
Median annual salary (50th Percentile) £85,000 £75,250 £82,500
Median % change year-on-year +12.96% -8.79% -
75th Percentile £114,375 £95,000 £102,500
90th Percentile £138,500 £118,750 £115,000
Central London median annual salary £85,000 £75,000 £82,500
% change year-on-year +13.33% -9.09% +3.13%

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 22 November 2025.

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 (22.22%) Apache Airflow
1 2 (22.22%) Apache Spark
Cloud Services
1 5 (55.56%) AWS
2 4 (44.44%) Azure
3 3 (33.33%) GCP
4 2 (22.22%) Snowflake
5 1 (11.11%) Amazon EKS
5 1 (11.11%) Amazon ELB
5 1 (11.11%) Amazon S3
5 1 (11.11%) dbt
Database & Business Intelligence
1 1 (11.11%) Amazon Athena
1 1 (11.11%) Delta Lake
1 1 (11.11%) DynamoDB
1 1 (11.11%) Metadata
1 1 (11.11%) MongoDB
1 1 (11.11%) Spark SQL
1 1 (11.11%) Tableau
Development Applications
1 4 (44.44%) Git
2 1 (11.11%) MLflow
General
1 6 (66.67%) Social Skills
2 4 (44.44%) Analytical Skills
3 3 (33.33%) Finance
4 2 (22.22%) Manufacturing
4 2 (22.22%) Retail
5 1 (11.11%) Law
Job Titles
1 4 (44.44%) Data Scientist
2 3 (33.33%) Senior
3 2 (22.22%) Senior Data Scientist
4 1 (11.11%) Analyst
4 1 (11.11%) Developer
4 1 (11.11%) Junior
4 1 (11.11%) Junior Developer
4 1 (11.11%) Junior Python Developer
4 1 (11.11%) Machine Learning Engineer
4 1 (11.11%) Operations Engineer
4 1 (11.11%) Principal Engineer
4 1 (11.11%) Python Developer
4 1 (11.11%) React Developer
Libraries, Frameworks & Software Standards
1 5 (55.56%) PySpark
2 4 (44.44%) NumPy
2 4 (44.44%) PyTorch
2 4 (44.44%) scikit-learn
3 2 (22.22%) TensorFlow
4 1 (11.11%) CSS
4 1 (11.11%) Flask
4 1 (11.11%) HTML
4 1 (11.11%) Keras
4 1 (11.11%) Lambda Expressions
4 1 (11.11%) Metaflow
4 1 (11.11%) React
4 1 (11.11%) YAML
Miscellaneous
1 3 (33.33%) Reinsurance
2 1 (11.11%) Linux Command Line
Operating Systems
1 1 (11.11%) Unix
Processes & Methodologies
1 6 (66.67%) Data Science
2 4 (44.44%) AI
2 4 (44.44%) Analytics
2 4 (44.44%) Machine Learning
2 4 (44.44%) MLOps
2 4 (44.44%) Problem-Solving
2 4 (44.44%) Visualisation
3 3 (33.33%) CI/CD
3 3 (33.33%) Containerisation
3 3 (33.33%) Data Engineering
3 3 (33.33%) Data Pipeline
3 3 (33.33%) ETL
3 3 (33.33%) LLM
3 3 (33.33%) Mentoring
3 3 (33.33%) Unit Testing
4 2 (22.22%) Code Quality
4 2 (22.22%) Data Ingestion
4 2 (22.22%) Digital Transformation Strategy
4 2 (22.22%) Prompt Engineering
4 2 (22.22%) Storytelling
Programming Languages
1 9 (100.00%) Python
2 8 (88.89%) SQL
3 2 (22.22%) JavaScript
Qualifications
1 3 (33.33%) Degree
2 2 (22.22%) Master's Degree
2 2 (22.22%) PhD
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
System Software
1 4 (44.44%) Docker
Systems Management
1 1 (11.11%) Kubeflow
1 1 (11.11%) Kubernetes
1 1 (11.11%) Terraform
Vendors
1 3 (33.33%) Databricks
2 1 (11.11%) Bloomberg
2 1 (11.11%) Cloudera