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 5 April 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Apr 2026
Same period 2025 Same period 2024
Rank 273 236 360
Rank change year-on-year -37 +124 +16
Permanent jobs citing Pandas 11 19 4
As % of all permanent jobs in the South East 0.083% 0.28% 0.026%
As % of the Libraries, Frameworks & Software Standards category 0.96% 1.40% 0.14%
Number of salaries quoted 10 13 4
10th Percentile £43,875 £39,000 £54,375
25th Percentile £47,500 £47,813 £74,063
Median annual salary (50th Percentile) £60,000 £52,500 £101,250
Median % change year-on-year +14.29% -48.15% +1.25%
75th Percentile - £78,750 £133,750
90th Percentile - £99,750 -
England median annual salary £50,000 £105,000 £115,000
% change year-on-year -52.38% -8.70% +39.39%

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 1,149 1,361 2,833
As % of all permanent jobs advertised in the South East 8.67% 20.33% 18.37%
Number of salaries quoted 944 940 2,336
10th Percentile £38,575 £35,000 £36,250
25th Percentile £47,500 £46,250 £45,250
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -4.17%
75th Percentile £73,750 £75,000 £72,450
90th Percentile £90,000 £83,750 £85,000
England median annual salary £65,000 £66,350 £60,000
% change year-on-year -2.03% +10.58% -11.76%

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 5 April 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 5 April 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 +2 10 £60,000 -42.86% 14
Berkshire +10 7 £60,000 -42.86% 6
Oxfordshire - 2 £60,000 - 4
Surrey -32 1 - - 4
Buckinghamshire - 1 £55,000 - 4
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:

Application Platforms
1 3 (27.27%) Apache Airflow
2 1 (9.09%) Apache
2 1 (9.09%) Apache Spark
2 1 (9.09%) Jupyter
Applications
1 1 (9.09%) Chatbot
1 1 (9.09%) MS Visio
Cloud Services
1 2 (18.18%) AWS
1 2 (18.18%) Prefect
2 1 (9.09%) Amazon S3
2 1 (9.09%) Cloud Computing
2 1 (9.09%) OpenShift
Database & Business Intelligence
1 1 (9.09%) Apache Hive
1 1 (9.09%) Impala
1 1 (9.09%) Oracle Database
1 1 (9.09%) Parquet
1 1 (9.09%) Spark SQL
1 1 (9.09%) Tableau
Development Applications
1 3 (27.27%) Git
2 1 (9.09%) IBM UrbanCode
2 1 (9.09%) Visual Studio Code
General
1 2 (18.18%) Finance
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Banking
2 1 (9.09%) Investment Banking
2 1 (9.09%) Manufacturing
2 1 (9.09%) Retail
Job Titles
1 9 (81.82%) Developer
2 8 (72.73%) Python Developer
3 1 (9.09%) Analyst
3 1 (9.09%) Artificial Intelligence Developer
3 1 (9.09%) Banking Analyst
3 1 (9.09%) Business Analyst
3 1 (9.09%) Data Business Analyst
3 1 (9.09%) Data Scientist
3 1 (9.09%) Investment Banking Business Analyst
3 1 (9.09%) Junior
3 1 (9.09%) Junior Developer
3 1 (9.09%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 10 (90.91%) NumPy
2 3 (27.27%) PyTorch
3 2 (18.18%) Google JAX
3 2 (18.18%) JAX
3 2 (18.18%) OpenCV
3 2 (18.18%) scikit-learn
3 2 (18.18%) SciPy
3 2 (18.18%) TensorFlow
4 1 (9.09%) Hugging Face
4 1 (9.09%) Matplotlib
4 1 (9.09%) PySpark
4 1 (9.09%) Streamlit
Miscellaneous
1 9 (81.82%) Algorithms
Operating Systems
1 2 (18.18%) Linux
Processes & Methodologies
1 8 (72.73%) Computer Vision
1 8 (72.73%) Deep Learning
1 8 (72.73%) Signal Processing
2 3 (27.27%) Data Pipeline
2 3 (27.27%) Software Engineering
3 2 (18.18%) AI
3 2 (18.18%) Machine Learning
4 1 (9.09%) Analytics
4 1 (9.09%) Data Analysis
4 1 (9.09%) Data Analytics
4 1 (9.09%) Data Governance
4 1 (9.09%) Data Privacy
4 1 (9.09%) Data Transformation
4 1 (9.09%) Neural Network
4 1 (9.09%) Performance Engineering
4 1 (9.09%) Performance Tuning
4 1 (9.09%) Root Cause Analysis
4 1 (9.09%) Scrum
4 1 (9.09%) Translating Business Requirements
4 1 (9.09%) Validation
Programming Languages
1 11 (100.00%) Python
2 1 (9.09%) SQL
Qualifications
1 2 (18.18%) Degree
2 1 (9.09%) AWS Certification
2 1 (9.09%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
System Software
1 2 (18.18%) Docker
Vendors
1 2 (18.18%) Databricks
2 1 (9.09%) Microsoft
2 1 (9.09%) Oracle
2 1 (9.09%) Red Hat