Pandas Job Trends in Bristol

Pandas
South West > Bristol

The table below provides summary statistics and salary benchmarking for jobs advertised in Bristol requiring Pandas skills. It covers permanent job vacancies from the 6 months leading up to 11 January 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jan 2026
Same period 2025 Same period 2024
Rank 91 87 122
Rank change year-on-year -4 +35 +18
Permanent jobs citing Pandas 4 20 12
As % of all permanent jobs in Bristol 0.20% 1.43% 0.67%
As % of the Libraries, Frameworks & Software Standards category 2.15% 6.19% 2.12%
Number of salaries quoted 3 13 12
10th Percentile £39,500 £56,250 £46,306
25th Percentile £40,625 £70,097 £51,889
Median annual salary (50th Percentile) £45,000 £72,500 £65,000
Median % change year-on-year -37.93% +11.54% +9.99%
75th Percentile £47,500 £81,250 £72,433
90th Percentile - £84,250 £94,128
South West median annual salary £45,000 £71,991 £65,000
% change year-on-year -37.49% +10.76% +9.99%

All Software Libraries and Frameworks
Bristol

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 Bristol.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 186 323 566
As % of all permanent jobs advertised in Bristol 9.12% 23.09% 31.58%
Number of salaries quoted 154 200 481
10th Percentile £28,250 £45,000 £40,000
25th Percentile £45,000 £52,500 £47,500
Median annual salary (50th Percentile) £57,500 £63,500 £65,000
Median % change year-on-year -9.45% -2.31% +8.33%
75th Percentile £67,500 £77,500 £80,000
90th Percentile £85,500 £90,000 £91,934
South West median annual salary £55,000 £60,000 £57,000
% change year-on-year -8.33% +5.26% +4.42%

Pandas
Job Vacancy Trend in Bristol

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

Pandas job vacancy trend in Bristol

Pandas
Salary Trend in Bristol

Salary distribution trend for jobs in Bristol citing Pandas.

Salary distribution trend for jobs in Bristol citing Pandas

Pandas
Co-Occurring Skills & Capabilities in Bristol 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 (25.00%) Apache
1 1 (25.00%) Apache Spark
Business Applications
1 1 (25.00%) Dynamics CRM
Cloud Services
1 2 (50.00%) AWS
1 2 (50.00%) Azure
1 2 (50.00%) GCP
2 1 (25.00%) Amazon SageMaker
2 1 (25.00%) Azure DevOps
2 1 (25.00%) Azure Machine Learning
2 1 (25.00%) dbt
2 1 (25.00%) Dynamics 365
2 1 (25.00%) Fivetran
2 1 (25.00%) GitHub
2 1 (25.00%) GitHub Actions
2 1 (25.00%) Google Data Studio
2 1 (25.00%) Power Platform
2 1 (25.00%) SaaS
2 1 (25.00%) Snowflake
Database & Business Intelligence
1 1 (25.00%) Amazon Redshift
1 1 (25.00%) BigQuery
1 1 (25.00%) Data Warehouse
1 1 (25.00%) Looker
1 1 (25.00%) Power BI
1 1 (25.00%) SQL Server
1 1 (25.00%) Tableau
Development Applications
1 3 (75.00%) Git
General
1 4 (100.00%) Finance
2 2 (50.00%) Analytical Skills
2 2 (50.00%) Marketing
3 1 (25.00%) Electronics
3 1 (25.00%) Manufacturing
3 1 (25.00%) Public Sector
3 1 (25.00%) Retail
3 1 (25.00%) Social Skills
3 1 (25.00%) Telecoms
Job Titles
1 2 (50.00%) Data Scientist
2 1 (25.00%) Analyst
2 1 (25.00%) Artificial Intelligence Developer
2 1 (25.00%) Business Intelligence Analyst
2 1 (25.00%) Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) PySpark
2 2 (50.00%) NumPy
3 1 (25.00%) Hugging Face
3 1 (25.00%) scikit-learn
Miscellaneous
1 2 (50.00%) Reinsurance
2 1 (25.00%) Algorithms
Processes & Methodologies
1 4 (100.00%) ETL
2 3 (75.00%) Data Ingestion
2 3 (75.00%) Data Pipeline
3 2 (50.00%) AI
3 2 (50.00%) Business Intelligence
3 2 (50.00%) Data Cleansing
3 2 (50.00%) Data Engineering
3 2 (50.00%) Data Science
3 2 (50.00%) LLM
3 2 (50.00%) Machine Learning
3 2 (50.00%) Problem-Solving
3 2 (50.00%) Prompt Engineering
3 2 (50.00%) Software Engineering
4 1 (25.00%) Analytics
4 1 (25.00%) CRM
4 1 (25.00%) Customer Insight
4 1 (25.00%) Customer Intelligence
4 1 (25.00%) Data Development
4 1 (25.00%) Data Management
4 1 (25.00%) Programme Management
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) SQL
3 1 (25.00%) Data Analysis Expressions
Qualifications
1 1 (25.00%) SC Cleared
1 1 (25.00%) Security Cleared
Quality Assurance & Compliance
1 3 (75.00%) Data Quality
Vendors
1 2 (50.00%) Databricks
2 1 (25.00%) Alteryx
2 1 (25.00%) Google
2 1 (25.00%) HubSpot
2 1 (25.00%) OpenAI
2 1 (25.00%) Salesforce
2 1 (25.00%) SAP
2 1 (25.00%) Talend
2 1 (25.00%) Zoho