Pandas Job Trends in Havering

Pandas
East London > Havering

The table below provides summary statistics and salary benchmarking for jobs advertised in Havering requiring Pandas skills. It covers permanent job vacancies from the 6 months leading up to 26 February 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Feb 2026
Same period 2025 Same period 2024
Rank 17 - -
Rank change year-on-year - - -
Permanent jobs citing Pandas 1 0 0
As % of all permanent jobs in Havering 1.79% - -
As % of the Libraries, Frameworks & Software Standards category 11.11% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
East London median annual salary - - -

All Software Libraries and Frameworks
Havering

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 Havering.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9 3 6
As % of all permanent jobs advertised in Havering 16.07% 10.00% 10.71%
Number of salaries quoted 1 0 6
10th Percentile - - -
25th Percentile £27,500 - £46,000
Median annual salary (50th Percentile) £30,000 - £49,250
75th Percentile £32,500 - £53,750
90th Percentile - - -
East London median annual salary £71,500 £80,000 £66,750
% change year-on-year -10.63% +19.85% -13.87%

Pandas
Job Locations in Havering

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the Havering region over the 6 months to 26 February 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
Romford - 1 - -
Pandas
East London

Pandas
Co-Occurring Skills & Capabilities in Havering 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