Pandas Job Trends in the South East

Pandas
England > South East

The table below provides summary statistics and salary benchmarking for jobs advertised in the South East requiring Pandas skills. It covers vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 255 330 293
Rank change year-on-year +75 -37 +171
Permanent jobs citing Pandas 30 6 20
As % of all permanent jobs advertised in the South East 0.33% 0.047% 0.22%
As % of the Libraries, Frameworks & Software Standards category 3.14% 0.24% 0.84%
Number of salaries quoted 9 6 16
10th Percentile £37,750 £60,625 £49,375
25th Percentile £38,750 £68,750 £52,500
Median annual salary (50th Percentile) £52,500 £77,500 £61,250
Median % change year-on-year -32.26% +26.53% -9.26%
75th Percentile £65,000 £83,438 £73,125
90th Percentile £76,000 £90,000 £79,375
England median annual salary £110,000 £115,000 £80,000
% change year-on-year -4.35% +43.75% -11.11%

All Software Libraries and Frameworks
South East

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 South East.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 955 2,485 2,371
As % of all permanent jobs advertised in the South East 10.65% 19.26% 26.61%
Number of salaries quoted 662 1,683 1,928
10th Percentile £35,085 £36,750 £36,250
25th Percentile £43,813 £43,911 £47,500
Median annual salary (50th Percentile) £60,000 £56,525 £60,000
Median % change year-on-year +6.15% -5.79% +4.35%
75th Percentile £73,750 £72,500 £75,000
90th Percentile £89,750 £82,500 £85,000
England median annual salary £67,500 £65,000 £67,500
% change year-on-year +3.85% -3.70% +3.85%

Pandas
Job Vacancy Trend in the South East

Job postings citing Pandas as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Pandas in the South East

Pandas
Salary Trend in the South East

Salary distribution trend for jobs in the South East citing Pandas.

Salary distribution trend for jobs in the South East citing Pandas

Pandas
Salary Histogram in the South East

Salary distribution for jobs citing Pandas in the South East over the 6 months to 17 September 2025.

Salary histogram for Pandas in the South East

Pandas
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the South East region over the 6 months to 17 September 2025. 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
Surrey - 15 £65,000 - 2
Thames Valley 0 5 £42,500 -45.16% 11
Hampshire +63 4 £45,000 -50.00%
Kent - 3 - -
Oxfordshire +25 2 £42,500 -45.16%
Buckinghamshire -8 2 £42,500 -22.73% 1
East Sussex - 2 - -
Berkshire - 1 £110,000 - 10
West Sussex - 1 - -
Pandas
England

Pandas
Co-occurring Skills and Capabilities in the South East by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (20.00%) Apache Spark
2 1 (3.33%) Apache
Applications
1 3 (10.00%) Microsoft Excel
Business Applications
1 2 (6.67%) Dynamics CRM
Cloud Services
1 23 (76.67%) Azure
2 22 (73.33%) AWS
3 20 (66.67%) Amazon EKS
4 18 (60.00%) AWS CloudFormation
5 5 (16.67%) Power Platform
6 4 (13.33%) SaaS
7 3 (10.00%) Azure Data Factory
8 2 (6.67%) Amazon ELB
8 2 (6.67%) Amazon S3
8 2 (6.67%) Amazon SageMaker
8 2 (6.67%) Azure DevOps
8 2 (6.67%) Azure Machine Learning
8 2 (6.67%) dbt
8 2 (6.67%) Dynamics 365
8 2 (6.67%) Fivetran
8 2 (6.67%) GCP
8 2 (6.67%) GitHub
8 2 (6.67%) GitHub Actions
8 2 (6.67%) Google Data Studio
8 2 (6.67%) Snowflake
Database & Business Intelligence
1 18 (60.00%) Elasticsearch
2 5 (16.67%) Big Data
2 5 (16.67%) Data Warehouse
2 5 (16.67%) Power BI
3 3 (10.00%) SQL Server Integration Services
3 3 (10.00%) SQL Server Reporting Services
3 3 (10.00%) Tableau
4 2 (6.67%) Amazon Redshift
4 2 (6.67%) BigQuery
4 2 (6.67%) Data Lake
4 2 (6.67%) Delta Lake
4 2 (6.67%) DynamoDB
4 2 (6.67%) Geospatial Data
4 2 (6.67%) Looker
4 2 (6.67%) Metadata
4 2 (6.67%) Spark SQL
4 2 (6.67%) SQL Server
5 1 (3.33%) Data Mining
5 1 (3.33%) Pinecone
5 1 (3.33%) Weaviate
Development Applications
1 3 (10.00%) MLflow
2 2 (6.67%) Git
General
1 22 (73.33%) Analytical Skills
2 18 (60.00%) Inclusion and Diversity
3 6 (20.00%) Social Skills
4 3 (10.00%) Finance
5 2 (6.67%) Documentation Skills
5 2 (6.67%) Marketing
5 2 (6.67%) Retail
6 1 (3.33%) Aviation
Job Titles
1 18 (60.00%) Developer
1 18 (60.00%) Software Developer
2 7 (23.33%) Analyst
3 5 (16.67%) Business Intelligence Analyst
4 2 (6.67%) Artificial Intelligence Engineer
4 2 (6.67%) Data Analyst
4 2 (6.67%) Machine Learning Engineer
4 2 (6.67%) Operations Engineer
4 2 (6.67%) Senior
5 1 (3.33%) Business Analyst
5 1 (3.33%) Business Intelligence Business Analyst
5 1 (3.33%) Data Scientist
5 1 (3.33%) Geospatial Analyst
5 1 (3.33%) Lead
5 1 (3.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 18 (60.00%) .NET
1 18 (60.00%) Node.js
2 7 (23.33%) NumPy
2 7 (23.33%) scikit-learn
3 5 (16.67%) PyTorch
3 5 (16.67%) TensorFlow
4 4 (13.33%) PySpark
5 3 (10.00%) Hugging Face
6 2 (6.67%) Keras
6 2 (6.67%) Lambda Expressions
6 2 (6.67%) Metaflow
6 2 (6.67%) YAML
7 1 (3.33%) Kafka
7 1 (3.33%) LangChain
Miscellaneous
1 18 (60.00%) Cyberattack
2 2 (6.67%) Linux Command Line
Operating Systems
1 18 (60.00%) Android
1 18 (60.00%) Linux
2 2 (6.67%) Unix
Processes & Methodologies
1 20 (66.67%) CI/CD
1 20 (66.67%) Containerisation
1 20 (66.67%) OO
1 20 (66.67%) OOP
1 20 (66.67%) OWASP
2 19 (63.33%) Statistics
3 18 (60.00%) Agile
3 18 (60.00%) Android Development
3 18 (60.00%) Collaborative Working
3 18 (60.00%) Design Patterns
3 18 (60.00%) Kanban
3 18 (60.00%) Line Management
3 18 (60.00%) Mathematics
3 18 (60.00%) Secure Coding
3 18 (60.00%) Software Engineering
4 8 (26.67%) Analytics
5 7 (23.33%) Machine Learning
6 6 (20.00%) Artificial Intelligence
6 6 (20.00%) Data Pipeline
7 5 (16.67%) Visualisation
Programming Languages
1 30 (100.00%) Python
2 19 (63.33%) C++
2 19 (63.33%) Java
3 18 (60.00%) Go
3 18 (60.00%) JavaScript
3 18 (60.00%) Rust
4 10 (33.33%) SQL
5 5 (16.67%) Data Analysis Expressions
6 3 (10.00%) Bash
6 3 (10.00%) PowerShell
7 2 (6.67%) R
Qualifications
1 18 (60.00%) DV Cleared
1 18 (60.00%) Security Cleared
2 2 (6.67%) Computer Science Degree
2 2 (6.67%) Degree
3 1 (3.33%) Master's Degree
Quality Assurance & Compliance
1 2 (6.67%) GDPR
System Software
1 21 (70.00%) Docker
2 1 (3.33%) HDFS
Systems Management
1 21 (70.00%) Kubernetes
2 20 (66.67%) Terraform
3 18 (60.00%) Ansible
4 3 (10.00%) Kubeflow
Vendors
1 2 (6.67%) Alteryx
1 2 (6.67%) Databricks
1 2 (6.67%) Google
1 2 (6.67%) HubSpot
1 2 (6.67%) Microsoft
1 2 (6.67%) OpenAI
1 2 (6.67%) Salesforce
1 2 (6.67%) Talend
1 2 (6.67%) Zoho