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 25 August 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Aug 2026
Same period 2025 Same period 2024
Rank 138 120 124
Rank change year-on-year -18 +4 +63
Permanent jobs citing Pandas 6 18 38
As % of all permanent jobs in the City of London 0.17% 1.00% 1.37%
As % of the Libraries, Frameworks & Software Standards category 1.20% 3.59% 4.51%
Number of salaries quoted 2 7 9
10th Percentile - £42,500 £66,900
25th Percentile - £45,000 £90,000
Median annual salary (50th Percentile) £60,000 £50,000 £95,000
Median % change year-on-year +20.00% -47.37% +15.15%
75th Percentile - £55,750 £110,000
90th Percentile - £68,000 £111,000
Central London median annual salary £60,000 £50,000 £95,000
% change year-on-year +20.00% -47.37% +15.15%

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 501 502 843
As % of all permanent jobs advertised in the City of London 14.51% 27.97% 30.50%
Number of salaries quoted 381 421 652
10th Percentile £60,000 £52,500 £47,500
25th Percentile £72,500 £62,500 £58,625
Median annual salary (50th Percentile) £85,000 £80,000 £80,000
Median % change year-on-year +6.25% - -
75th Percentile £100,000 £108,750 £100,000
90th Percentile £115,000 £122,500 £115,000
Central London median annual salary £85,000 £80,000 £80,000
% change year-on-year +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
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:

Cloud Services
1 2 (33.33%) AWS
1 2 (33.33%) SaaS
2 1 (16.67%) Azure
2 1 (16.67%) dbt
2 1 (16.67%) GCP
Database & Business Intelligence
1 1 (16.67%) Amazon Redshift
1 1 (16.67%) DynamoDB
1 1 (16.67%) Geospatial Data
1 1 (16.67%) MongoDB
1 1 (16.67%) Pinecone
1 1 (16.67%) PostgreSQL
1 1 (16.67%) SQLPlus
General
1 2 (33.33%) Marketing
2 1 (16.67%) Banking
2 1 (16.67%) Finance
2 1 (16.67%) Manufacturing
2 1 (16.67%) Social Skills
Job Titles
1 2 (33.33%) Developer
1 2 (33.33%) Python Developer
2 1 (16.67%) Artificial Intelligence Engineer
2 1 (16.67%) Data Engineer
2 1 (16.67%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (50.00%) NumPy
2 2 (33.33%) Keras
2 2 (33.33%) scikit-learn
3 1 (16.67%) LangChain
3 1 (16.67%) LangGraph
3 1 (16.67%) Plotly
3 1 (16.67%) PyTorch
3 1 (16.67%) Seaborn
3 1 (16.67%) SQLAlchemy
3 1 (16.67%) TensorFlow
3 1 (16.67%) Terraform
Miscellaneous
1 2 (33.33%) Algorithms
2 1 (16.67%) AI Agents
2 1 (16.67%) Cloud Native
2 1 (16.67%) Clustering
2 1 (16.67%) Social Media
Operating Systems
1 2 (33.33%) Linux
Processes & Methodologies
1 3 (50.00%) Containerisation
1 3 (50.00%) Data Science
2 2 (33.33%) Analytics
2 2 (33.33%) B2B
2 2 (33.33%) Computer Vision
2 2 (33.33%) Deep Learning
2 2 (33.33%) Machine Learning
2 2 (33.33%) Signal Processing
3 1 (16.67%) AI
3 1 (16.67%) Business Intelligence
3 1 (16.67%) Campaign Analysis
3 1 (16.67%) Customer Insight
3 1 (16.67%) Data Migration
3 1 (16.67%) Data Modelling
3 1 (16.67%) Marketing Analytics
3 1 (16.67%) Mathematics
3 1 (16.67%) Migration
3 1 (16.67%) Natural Language Processing
3 1 (16.67%) Product Management
3 1 (16.67%) Visualisation
Programming Languages
1 6 (100.00%) Python
2 2 (33.33%) Bash
2 2 (33.33%) SQL
3 1 (16.67%) C
3 1 (16.67%) C++
3 1 (16.67%) Java
3 1 (16.67%) R
Qualifications
1 1 (16.67%) Degree
1 1 (16.67%) PhD
System Software
1 3 (50.00%) Docker
Systems Management
1 1 (16.67%) Kubernetes
Vendors
1 1 (16.67%) OpenAI