Pandas Jobs in the West Midlands

Pandas
England > West Midlands

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Pandas skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pandas over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 239 241 286
Rank change year-on-year +2 +45 -69
Permanent jobs citing Pandas 8 18 5
As % of all permanent jobs advertised in the West Midlands 0.11% 0.29% 0.068%
As % of the Libraries, Frameworks & Software Standards category 0.68% 1.26% 0.25%
Number of salaries quoted 8 12 5
10th Percentile £42,375 £47,500 £48,250
25th Percentile £49,875 £48,438 £51,250
Median annual salary (50th Percentile) £73,000 £52,500 £60,000
Median % change year-on-year +39.05% -12.50% +14.29%
75th Percentile £79,500 £56,250 £70,000
90th Percentile £81,150 - £70,750
England median annual salary £115,000 £85,000 £90,000
% change year-on-year +35.29% -5.56% +28.57%

All Software Libraries and Frameworks
West Midlands

Pandas is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,168 1,425 1,994
As % of all permanent jobs advertised in the West Midlands 15.64% 22.79% 27.03%
Number of salaries quoted 1,011 698 1,381
10th Percentile £33,750 £37,500 £33,750
25th Percentile £41,250 £47,500 £42,500
Median annual salary (50th Percentile) £55,000 £57,332 £55,000
Median % change year-on-year -4.07% +4.24% +15.79%
75th Percentile £67,500 £70,000 £70,000
90th Percentile £77,500 £80,075 £82,500
England median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +13.04%

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
Salary Histogram in the West Midlands

Salary distribution for jobs citing Pandas in the West Midlands over the 6 months to 18 May 2024.

Salary histogram 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 18 May 2024. 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 -21 4 £74,000 +40.95% 4
Warwickshire +43 3 £73,000 -
Staffordshire -24 1 £37,500 - 1
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 5 (62.50%) Apache Spark
2 4 (50.00%) Apache
2 4 (50.00%) Apache Airflow
Cloud Services
1 6 (75.00%) AWS
2 5 (62.50%) Azure
3 4 (50.00%) dbt
3 4 (50.00%) GCP
3 4 (50.00%) SaaS
4 3 (37.50%) AWS Lambda
4 3 (37.50%) Azure Data Factory
4 3 (37.50%) Azure Logic Apps
4 3 (37.50%) GitHub
4 3 (37.50%) iPaaS
4 3 (37.50%) Serverless
4 3 (37.50%) Snowflake
5 1 (12.50%) Amazon EKS
5 1 (12.50%) Amazon EMR
5 1 (12.50%) Amazon S3
5 1 (12.50%) AWS CloudTrail
5 1 (12.50%) Azure Machine Learning
5 1 (12.50%) Power Platform
Database & Business Intelligence
1 5 (62.50%) Delta Lake
2 4 (50.00%) Big Data
2 4 (50.00%) NoSQL
3 3 (37.50%) Data Lake
3 3 (37.50%) Data Warehouse
4 1 (12.50%) Amazon Redshift
4 1 (12.50%) Azure SQL Database
4 1 (12.50%) Electronic Patient Records
4 1 (12.50%) MySQL
4 1 (12.50%) Power BI
4 1 (12.50%) Snowflake Schema
4 1 (12.50%) Star Schema
Development Applications
1 3 (37.50%) Git
1 3 (37.50%) Octopus Deploy
General
1 4 (50.00%) Finance
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Law
2 1 (12.50%) Social Skills
Job Titles
1 4 (50.00%) Data Engineer
1 4 (50.00%) Senior
2 3 (37.50%) Senior Data Engineer
3 2 (25.00%) Machine Learning Engineer
3 2 (25.00%) Python Engineer
4 1 (12.50%) Artificial Intelligence Engineer
4 1 (12.50%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (50.00%) PySpark
2 3 (37.50%) NumPy
3 2 (25.00%) TensorFlow
4 1 (12.50%) Keras
4 1 (12.50%) PyTorch
4 1 (12.50%) scikit-learn
Miscellaneous
1 2 (25.00%) Algorithms
2 1 (12.50%) Distributed Computing
Processes & Methodologies
1 5 (62.50%) Data Pipeline
2 4 (50.00%) CI/CD
2 4 (50.00%) Customer Experience
2 4 (50.00%) Data Engineering
2 4 (50.00%) DevOps
2 4 (50.00%) Machine Learning
3 3 (37.50%) Artificial Intelligence
3 3 (37.50%) Data Analysis
3 3 (37.50%) Data Management
3 3 (37.50%) High Availability
3 3 (37.50%) Infrastructure as Code
3 3 (37.50%) Problem-Solving
4 2 (25.00%) Agile
4 2 (25.00%) Data Architecture
4 2 (25.00%) Data Science
4 2 (25.00%) MLOps
4 2 (25.00%) Software Engineering
5 1 (12.50%) Coaching
5 1 (12.50%) Mentoring
5 1 (12.50%) Pair Programming
Programming Languages
1 8 (100.00%) Python
2 4 (50.00%) C#
2 4 (50.00%) SQL
Qualifications
1 1 (12.50%) Degree
1 1 (12.50%) Master's Degree
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
Systems Management
1 3 (37.50%) Terraform
2 1 (12.50%) Kubernetes
Vendors
1 3 (37.50%) SnapLogic
2 1 (12.50%) Databricks
2 1 (12.50%) Microsoft