Pandas Jobs in the West Midlands

Pandas
England > West Midlands

The table below provides summary statistics for permanent job vacancies advertised in the West Midlands requiring Pandas skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Pandas over the 6 months leading up to 8 May 2025, comparing them to the same period in the previous two years.

6 months to
8 May 2025		 Same period 2024 Same period 2023
Rank 201 247 250
Rank change year-on-year +46 +3 +30
Permanent jobs citing Pandas 6 6 19
As % of all permanent jobs advertised in the West Midlands 0.13% 0.082% 0.29%
As % of the Libraries, Frameworks & Software Standards category 1.16% 0.52% 1.29%
Number of salaries quoted 3 6 12
10th Percentile £32,000 £58,250 £47,500
25th Percentile £33,125 £65,375 £48,438
Median annual salary (50th Percentile) £35,000 £73,000 £52,500
Median % change year-on-year -52.05% +39.05% -12.50%
75th Percentile - £79,500 £56,250
90th Percentile - £82,250 -
England median annual salary £105,000 £115,000 £85,000
% change year-on-year -8.70% +35.29% -5.56%

All Software Libraries and Frameworks
West Midlands

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 West Midlands.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 518 1,158 1,468
As % of all permanent jobs advertised in the West Midlands 11.58% 15.89% 22.56%
Number of salaries quoted 367 1,008 727
10th Percentile £38,750 £33,750 £37,500
25th Percentile £46,250 £41,250 £47,500
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% +4.55%
75th Percentile £71,250 £67,500 £68,750
90th Percentile £78,750 £77,500 £80,100
England median annual salary £66,253 £60,000 £67,500
% change year-on-year +10.42% -11.11% +3.85%

Pandas
Job Vacancy Trend in the West Midlands

Job postings citing Pandas as a proportion of all IT jobs advertised in the West Midlands.

Job vacancy trend for Pandas in the West Midlands

Pandas
Salary Trend in the West Midlands

3-month moving average salary quoted in jobs citing Pandas in the West Midlands.

Salary trend for Pandas in the West Midlands

Pandas
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the West Midlands region over the 6 months to 8 May 2025. 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
Birmingham +37 3 £35,000 -53.33% 7
Warwickshire -19 1 - - 1
Coventry - 1 - - 1
Staffordshire - 1 £32,500 - 3
Pandas
England

Pandas
Co-occurring Skills and Capabilities in the West Midlands by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (16.67%) Apache
1 1 (16.67%) Apache Airflow
1 1 (16.67%) Apache Spark
Cloud Services
1 5 (83.33%) AWS
2 3 (50.00%) AWS CloudTrail
2 3 (50.00%) AWS Lambda
2 3 (50.00%) Serverless
3 2 (33.33%) Azure
4 1 (16.67%) Amazon EKS
4 1 (16.67%) AWS CloudFormation
4 1 (16.67%) GCP
4 1 (16.67%) Snowflake
Database & Business Intelligence
1 3 (50.00%) MySQL
2 2 (33.33%) Big Data
3 1 (16.67%) Data Warehouse
3 1 (16.67%) Elasticsearch
3 1 (16.67%) Hadoop
3 1 (16.67%) RDBMS
3 1 (16.67%) Relational Database
General
1 3 (50.00%) Law
2 1 (16.67%) Analytical Skills
2 1 (16.67%) Banking
2 1 (16.67%) Inclusion and Diversity
2 1 (16.67%) Social Skills
Job Titles
1 3 (50.00%) Python Engineer
2 2 (33.33%) Data Engineer
3 1 (16.67%) Developer
3 1 (16.67%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (83.33%) NumPy
2 2 (33.33%) .NET
3 1 (16.67%) Node.js
3 1 (16.67%) PySpark
3 1 (16.67%) SciPy
Miscellaneous
1 1 (16.67%) Cyberattack
1 1 (16.67%) Management Information System
Operating Systems
1 1 (16.67%) Android
1 1 (16.67%) Linux
Processes & Methodologies
1 2 (33.33%) Agile
1 2 (33.33%) Analytics
1 2 (33.33%) Data Pipeline
1 2 (33.33%) ETL
2 1 (16.67%) Business Intelligence
2 1 (16.67%) CI/CD
2 1 (16.67%) Collaborative Culture
2 1 (16.67%) Computer Science
2 1 (16.67%) Containerisation
2 1 (16.67%) Data Extraction
2 1 (16.67%) Data Security
2 1 (16.67%) Design Patterns
2 1 (16.67%) Kanban
2 1 (16.67%) Mathematics
2 1 (16.67%) OWASP
2 1 (16.67%) Parallel Computing
2 1 (16.67%) Software Engineering
2 1 (16.67%) Statistics
2 1 (16.67%) Validation
2 1 (16.67%) Visualisation
Programming Languages
1 6 (100.00%) Python
2 2 (33.33%) C++
2 2 (33.33%) Java
3 1 (16.67%) Go
3 1 (16.67%) JavaScript
3 1 (16.67%) R
3 1 (16.67%) Rust
3 1 (16.67%) SQL
Qualifications
1 1 (16.67%) Degree
1 1 (16.67%) DV Cleared
1 1 (16.67%) Security Cleared
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
1 1 (16.67%) GDPR
System Software
1 1 (16.67%) Docker
Systems Management
1 1 (16.67%) Ansible
1 1 (16.67%) Kubernetes
1 1 (16.67%) Terraform
Vendors
1 1 (16.67%) Databricks
320 Pandas jobs in England