Pandas Job Trends in Epsom

Pandas
Surrey > Epsom

The table below provides summary statistics and salary benchmarking for jobs advertised in Epsom requiring Pandas skills. It covers permanent job vacancies from the 6 months leading up to 25 February 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Feb 2026
Same period 2025 Same period 2024
Rank 18 - -
Rank change year-on-year - - -
Permanent jobs citing Pandas 1 0 0
As % of all permanent jobs in Epsom 0.98% - -
As % of the Libraries, Frameworks & Software Standards category 11.11% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
Surrey median annual salary £50,000 - -

All Software Libraries and Frameworks
Epsom

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 Epsom.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9 72 12
As % of all permanent jobs advertised in Epsom 8.82% 60.00% 9.16%
Number of salaries quoted 7 57 12
10th Percentile - £47,500 £47,500
25th Percentile £60,000 £62,500 £49,375
Median annual salary (50th Percentile) £100,000 £65,000 £60,000
Median % change year-on-year +53.85% +8.33% -7.69%
75th Percentile - £77,500 £70,000
90th Percentile - £86,250 £74,500
Surrey median annual salary £55,000 £65,000 £55,000
% change year-on-year -15.38% +18.18% -12.00%

Pandas
Co-Occurring Skills & Capabilities in Epsom 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 1 (100.00%) Apache
1 1 (100.00%) Apache Airflow
1 1 (100.00%) Apache Spark
Applications
1 1 (100.00%) MS Visio
Cloud Services
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS
1 1 (100.00%) OpenShift
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Impala
1 1 (100.00%) Oracle Database
1 1 (100.00%) Parquet
1 1 (100.00%) Spark SQL
1 1 (100.00%) Tableau
Development Applications
1 1 (100.00%) Git
1 1 (100.00%) IBM UrbanCode
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Banking
1 1 (100.00%) Finance
1 1 (100.00%) Investment Banking
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Banking Analyst
1 1 (100.00%) Business Analyst
1 1 (100.00%) Data Business Analyst
1 1 (100.00%) Investment Banking Business Analyst
1 1 (100.00%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 1 (100.00%) PySpark
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Attestation
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) Data Validation
1 1 (100.00%) ETL
1 1 (100.00%) Performance Tuning
1 1 (100.00%) Root Cause Analysis
1 1 (100.00%) Runbook
1 1 (100.00%) Scrum
1 1 (100.00%) Translating Business Requirements
1 1 (100.00%) User Acceptance Testing
1 1 (100.00%) Validation
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Oracle
1 1 (100.00%) Red Hat