Pandas Job Trends in London

Pandas
England > London

The table below provides summary statistics and salary benchmarking for jobs advertised in London requiring Pandas skills. It covers permanent job vacancies from the 6 months leading up to 11 July 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jul 2026
Same period 2025 Same period 2024
Rank 366 182 111
Rank change year-on-year -184 -71 +262
Permanent jobs citing Pandas 58 249 663
As % of all permanent jobs in London 0.26% 1.98% 2.84%
As % of the Libraries, Frameworks & Software Standards category 1.69% 7.47% 11.33%
Number of salaries quoted 36 203 586
10th Percentile £38,125 £76,500 £85,000
25th Percentile £51,188 £100,000 £97,500
Median annual salary (50th Percentile) £76,250 £110,000 £135,000
Median % change year-on-year -30.68% -18.52% +48.21%
75th Percentile £84,063 £137,500 £148,750
90th Percentile £113,750 - £165,000
England median annual salary £50,000 £110,000 £125,000
% change year-on-year -54.55% -12.00% +47.06%

All Software Libraries and Frameworks
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 London.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,428 3,334 5,854
As % of all permanent jobs advertised in London 15.42% 26.57% 25.10%
Number of salaries quoted 2,334 2,316 4,587
10th Percentile £51,250 £52,000 £47,500
25th Percentile £65,000 £63,750 £61,250
Median annual salary (50th Percentile) £82,500 £82,500 £82,500
Median % change year-on-year - - +3.13%
75th Percentile £100,000 £111,250 £108,750
90th Percentile £120,000 £135,000 £142,500
England median annual salary £65,000 £67,500 £60,000
% change year-on-year -3.70% +12.50% -11.11%

Pandas
Job Vacancy Trend in London

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

Pandas job vacancy trend in London

Pandas
Salary Trend in London

Salary distribution trend for jobs in London citing Pandas.

Salary distribution trend for jobs in London citing Pandas

Pandas
Salary Histogram in London

Salary distribution for jobs citing Pandas in London over the 6 months to 11 July 2026.

Salary histogram for Pandas in London

Pandas
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the London region over the 6 months to 11 July 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Central London -17 7 £60,000 +9.09% 3
East London -1 3 - - 2
South London +16 2 - -
West London -11 2 £82,500 +50.00% 5
Pandas
England

Pandas
Co-Occurring Skills & Capabilities in 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 15 (25.86%) Apache Airflow
1 15 (25.86%) Apache Spark
2 14 (24.14%) Apache
3 5 (8.62%) Jupyter
4 3 (5.17%) Appian
Applications
1 9 (15.52%) MS Visio
2 5 (8.62%) Chatbot
3 2 (3.45%) Microsoft Excel
3 2 (3.45%) Spreadsheet
4 1 (1.72%) Microsoft PowerPoint
4 1 (1.72%) Trello
Cloud Services
1 24 (41.38%) AWS
2 23 (39.66%) Azure
3 11 (18.97%) OpenShift
4 9 (15.52%) Amazon S3
5 6 (10.34%) Azure DevOps
6 5 (8.62%) Anthropic Claude
6 5 (8.62%) Cloud Computing
7 4 (6.90%) Azure Data Factory
7 4 (6.90%) Power Platform
7 4 (6.90%) SaaS
8 3 (5.17%) Azure AI
8 3 (5.17%) dbt
8 3 (5.17%) GCP
8 3 (5.17%) Power Automate
9 2 (3.45%) AWS CloudFormation
9 2 (3.45%) Google Gemini
9 2 (3.45%) Microsoft 365
9 2 (3.45%) Serverless
9 2 (3.45%) Vertex AI
10 1 (1.72%) PaaS
Database & Business Intelligence
1 15 (25.86%) Data Warehouse
2 10 (17.24%) Tableau
3 9 (15.52%) Apache Hive
3 9 (15.52%) Impala
3 9 (15.52%) Oracle Database
3 9 (15.52%) Parquet
3 9 (15.52%) Spark SQL
4 8 (13.79%) Star Schema
5 6 (10.34%) Pinecone
6 3 (5.17%) MongoDB
6 3 (5.17%) Power BI
6 3 (5.17%) SQL Server
7 2 (3.45%) Amazon Redshift
7 2 (3.45%) MySQL
7 2 (3.45%) Neo4j
7 2 (3.45%) PostgreSQL
7 2 (3.45%) Power Query
8 1 (1.72%) Big Data
8 1 (1.72%) Delta Lake
8 1 (1.72%) SQLPlus
Development Applications
1 21 (36.21%) Git
2 9 (15.52%) IBM UrbanCode
3 4 (6.90%) Visual Studio Code
4 3 (5.17%) MLflow
5 2 (3.45%) GitLab
5 2 (3.45%) Jenkins
6 1 (1.72%) JIRA
General
1 32 (55.17%) Finance
2 16 (27.59%) Banking
3 15 (25.86%) Analytical Skills
4 13 (22.41%) Social Skills
5 11 (18.97%) Investment Banking
6 6 (10.34%) Manufacturing
7 4 (6.90%) Retail
7 4 (6.90%) Retail Banking
8 3 (5.17%) Front Office
8 3 (5.17%) Law
9 2 (3.45%) Marketing
10 1 (1.72%) Back Office
10 1 (1.72%) Public Sector
Job Titles
1 13 (22.41%) Lead
2 11 (18.97%) Analyst
3 10 (17.24%) Data Engineer
4 9 (15.52%) Business Analyst
4 9 (15.52%) Developer
5 8 (13.79%) Data Business Analyst
5 8 (13.79%) Transformation Analyst
6 7 (12.07%) Banking Analyst
6 7 (12.07%) Data Scientist
6 7 (12.07%) Investment Banking Business Analyst
7 6 (10.34%) Python Developer
8 5 (8.62%) Artificial Intelligence Engineer
8 5 (8.62%) Senior
8 5 (8.62%) Senior Data Scientist
9 4 (6.90%) Artificial Intelligence Programmer
9 4 (6.90%) Programmer
9 4 (6.90%) Trainee
9 4 (6.90%) Trainee Programmer
10 3 (5.17%) Automation Engineer
10 3 (5.17%) Python Engineer
Libraries, Frameworks & Software Standards
1 30 (51.72%) NumPy
2 17 (29.31%) scikit-learn
3 15 (25.86%) PySpark
4 9 (15.52%) Hugging Face
4 9 (15.52%) PyTorch
5 8 (13.79%) Django
5 8 (13.79%) FastAPI
5 8 (13.79%) TensorFlow
6 7 (12.07%) Flask
7 6 (10.34%) Matplotlib
7 6 (10.34%) React
7 6 (10.34%) REST
8 5 (8.62%) LangChain
8 5 (8.62%) RESTful
8 5 (8.62%) Seaborn
9 4 (6.90%) Kafka
9 4 (6.90%) Streamlit
9 4 (6.90%) XGBoost
10 3 (5.17%) pytest
10 3 (5.17%) Swagger
Miscellaneous
1 7 (12.07%) Algorithms
2 6 (10.34%) Cloud Native
3 4 (6.90%) Distributed Computing
4 3 (5.17%) Credit Risk
4 3 (5.17%) Legacy Systems
4 3 (5.17%) Low-Code
4 3 (5.17%) Product Ownership
5 2 (3.45%) AI Agents
5 2 (3.45%) Analytical Mindset
5 2 (3.45%) Data Structures
5 2 (3.45%) Derivative
5 2 (3.45%) Enterprise Software
5 2 (3.45%) Reinsurance
6 1 (1.72%) Clustering
6 1 (1.72%) Greenfield Project
6 1 (1.72%) Hedge funds
6 1 (1.72%) Life Science
6 1 (1.72%) Market Risk
6 1 (1.72%) Social Media
Operating Systems
1 4 (6.90%) Linux
2 1 (1.72%) Unix
Processes & Methodologies
1 34 (58.62%) AI
2 33 (56.90%) Analytics
3 31 (53.45%) CI/CD
4 28 (48.28%) Data Pipeline
4 28 (48.28%) ETL
5 19 (32.76%) Validation
6 18 (31.03%) Data Modelling
7 17 (29.31%) Agile
8 16 (27.59%) Scrum
9 15 (25.86%) Data Science
9 15 (25.86%) Machine Learning
9 15 (25.86%) Root Cause Analysis
10 12 (20.69%) Data Analysis
10 12 (20.69%) Data Engineering
10 12 (20.69%) Data Validation
10 12 (20.69%) Retrieval-Augmented Generation
10 12 (20.69%) User Acceptance Testing
11 11 (18.97%) Business Intelligence
11 11 (18.97%) LLM
11 11 (18.97%) Prompt Engineering
Programming Languages
1 58 (100.00%) Python
2 40 (68.97%) SQL
3 5 (8.62%) JavaScript
4 3 (5.17%) Bash
5 2 (3.45%) Data Analysis Expressions
5 2 (3.45%) PowerShell
5 2 (3.45%) TypeScript
5 2 (3.45%) VBA
6 1 (1.72%) C
6 1 (1.72%) C#
6 1 (1.72%) C++
6 1 (1.72%) Java
6 1 (1.72%) R
6 1 (1.72%) Shell Script
Qualifications
1 11 (18.97%) Degree
2 6 (10.34%) Azure Certification
3 4 (6.90%) AWS Certification
3 4 (6.90%) AWS Certified Cloud Practitioner
3 4 (6.90%) Master's Degree
4 3 (5.17%) Computer Science Degree
5 1 (1.72%) PhD
5 1 (1.72%) SC Cleared
5 1 (1.72%) Security Cleared
Quality Assurance & Compliance
1 20 (34.48%) Data Quality
2 4 (6.90%) GDPR
3 3 (5.17%) EU AI Act
System Software
1 13 (22.41%) Docker
Systems Management
1 11 (18.97%) Kubernetes
2 4 (6.90%) Terraform
3 2 (3.45%) Argo
Vendors
1 12 (20.69%) Databricks
2 9 (15.52%) Microsoft
2 9 (15.52%) Oracle
2 9 (15.52%) Red Hat
3 6 (10.34%) OpenAI
4 3 (5.17%) Automation Anywhere
4 3 (5.17%) Google
4 3 (5.17%) UiPath
5 1 (1.72%) Cognizant