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 permanent job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 271 290 268
Rank change year-on-year +19 -22 +131
Permanent jobs citing Pandas 4 12 1
As % of all permanent jobs in the South East 0.039% 0.13% 0.013%
As % of the Libraries, Frameworks & Software Standards category 0.42% 0.58% 0.060%
Number of salaries quoted 4 8 1
10th Percentile - £47,813 -
25th Percentile £38,750 £69,141 £81,250
Median annual salary (50th Percentile) £46,250 £77,500 £82,500
Median % change year-on-year -40.32% -6.06% +3.13%
75th Percentile £51,250 £78,750 £83,750
90th Percentile £53,500 - -
England median annual salary £110,000 £105,000 £95,000
% change year-on-year +4.76% +10.53% +18.75%

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 2,073 1,679
As % of all permanent jobs advertised in the South East 9.22% 22.42% 21.63%
Number of salaries quoted 757 1,191 1,349
10th Percentile £33,750 £36,250 £37,500
25th Percentile £46,250 £46,250 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -4.17%
75th Percentile £72,500 £75,000 £73,750
90th Percentile £85,700 £83,750 £85,000
England median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.70%

Pandas
Job Vacancy Trend in the South East

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

Pandas job vacancy trend 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 1 January 2026.

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 1 January 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
Thames Valley +10 3 £42,500 -45.16% 14
Buckinghamshire - 2 £48,750 - 2
Oxfordshire +21 1 £42,500 -45.16% 2
Surrey - 1 £50,000 -
Pandas
England

Pandas
Co-Occurring Skills & Capabilities in the South East 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:

Business Applications
1 2 (50.00%) Dynamics CRM
Cloud Services
1 2 (50.00%) Amazon SageMaker
1 2 (50.00%) AWS
1 2 (50.00%) Azure
1 2 (50.00%) Azure DevOps
1 2 (50.00%) Azure Machine Learning
1 2 (50.00%) dbt
1 2 (50.00%) Dynamics 365
1 2 (50.00%) Fivetran
1 2 (50.00%) GCP
1 2 (50.00%) GitHub
1 2 (50.00%) GitHub Actions
1 2 (50.00%) Google Data Studio
1 2 (50.00%) Power Platform
1 2 (50.00%) SaaS
1 2 (50.00%) Snowflake
Database & Business Intelligence
1 3 (75.00%) Tableau
2 2 (50.00%) Amazon Redshift
2 2 (50.00%) BigQuery
2 2 (50.00%) Data Warehouse
2 2 (50.00%) Looker
2 2 (50.00%) Power BI
2 2 (50.00%) SQL Server
3 1 (25.00%) NoSQL
Development Applications
1 2 (50.00%) Git
General
1 2 (50.00%) Finance
1 2 (50.00%) Marketing
1 2 (50.00%) Retail
1 2 (50.00%) Social Skills
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Business Intelligence Analyst
2 1 (25.00%) Artificial Intelligence Engineer
2 1 (25.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (100.00%) NumPy
1 4 (100.00%) scikit-learn
2 3 (75.00%) Hugging Face
3 2 (50.00%) PyTorch
4 1 (25.00%) LangChain
4 1 (25.00%) TensorFlow
Processes & Methodologies
1 4 (100.00%) Machine Learning
2 3 (75.00%) AI
2 3 (75.00%) Natural Language Processing
2 3 (75.00%) Use Case
3 2 (50.00%) A/B Testing
3 2 (50.00%) Actionable Insight
3 2 (50.00%) Analytics
3 2 (50.00%) Business Intelligence
3 2 (50.00%) CRM
3 2 (50.00%) Customer Engagement
3 2 (50.00%) Customer Insight
3 2 (50.00%) Customer Intelligence
3 2 (50.00%) Data Munging
3 2 (50.00%) Data Pipeline
3 2 (50.00%) Data Science
3 2 (50.00%) Data Transformation
3 2 (50.00%) DevOps
3 2 (50.00%) ETL
3 2 (50.00%) Segmentation Analysis
4 1 (25.00%) Performance Engineering
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) SQL
3 2 (50.00%) Data Analysis Expressions
4 1 (25.00%) R
Qualifications
1 1 (25.00%) Computer Science Degree
1 1 (25.00%) Degree
1 1 (25.00%) Master's Degree
Vendors
1 2 (50.00%) Alteryx
1 2 (50.00%) Google
1 2 (50.00%) HubSpot
1 2 (50.00%) OpenAI
1 2 (50.00%) Salesforce
1 2 (50.00%) Talend
1 2 (50.00%) Zoho