Pandas Contracts in the City of London

Pandas
Central London > City of London

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Pandas skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Pandas over the 6 months to 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 119 137 178
Rank change year-on-year +18 +41 -35
Contract jobs citing Pandas 10 35 15
As % of all contract jobs advertised in the City of London 0.45% 0.96% 0.36%
As % of the Libraries, Frameworks & Software Standards category 2.07% 3.33% 1.16%
Number of daily rates quoted 4 8 13
10th Percentile - £432 £373
25th Percentile £463 £460 £513
Median daily rate (50th Percentile) £500 £675 £550
Median % change year-on-year -25.93% +22.73% +22.22%
75th Percentile £538 £722 £638
90th Percentile - £866 £688
Central London median daily rate £525 £675 £588
% change year-on-year -22.22% +14.89% +30.56%

All Software Libraries and Frameworks
City of London

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

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 484 1,050 1,294
As % of all contract IT jobs advertised in the City of London 21.78% 28.80% 30.63%
Number of daily rates quoted 346 677 1,042
10th Percentile £403 £425 £425
25th Percentile £463 £506 £507
Median daily rate (50th Percentile) £565 £625 £600
Median % change year-on-year -9.60% +4.17% +9.09%
75th Percentile £688 £738 £713
90th Percentile £781 £825 £800
Central London median daily rate £551 £625 £600
% change year-on-year -11.92% +4.17% +9.09%
Number of hourly rates quoted 0 1 1
10th Percentile - - -
25th Percentile - £58.25 £46.25
Median hourly rate - £59.50 £47.50
Median % change year-on-year - +25.26% +171.43%
75th Percentile - £60.75 £48.75
90th Percentile - - -
Central London median hourly rate - £59.50 £47.50
% change year-on-year - +25.26% +171.43%

Pandas
Job Vacancy Trend in the City of London

Job postings citing Pandas as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Pandas in the City of London

Pandas
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Pandas in the City of London.

Daily rate trend for Pandas in the City of London

Pandas
Co-occurring Skills and Capabilities in the City of London 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 2 (20.00%) Luigi
2 1 (10.00%) Tornado
Cloud Services
1 6 (60.00%) Azure
2 3 (30.00%) AWS
3 2 (20.00%) Azure Data Factory
3 2 (20.00%) Azure DevOps
3 2 (20.00%) GitHub
4 1 (10.00%) Azure Key Vault
Database & Business Intelligence
1 3 (30.00%) NoSQL
1 3 (30.00%) PostgreSQL
2 2 (20.00%) SQL Server
Development Applications
1 2 (20.00%) GitLab
General
1 5 (50.00%) Finance
2 2 (20.00%) Banking
2 2 (20.00%) Social Skills
3 1 (10.00%) Corporate Banking
3 1 (10.00%) Electronics
3 1 (10.00%) Investment Banking
3 1 (10.00%) Retail
3 1 (10.00%) Retail Banking
Job Titles
1 7 (70.00%) Developer
2 5 (50.00%) Quantitative Developer
3 4 (40.00%) Python Developer
4 2 (20.00%) Azure Data Engineer
4 2 (20.00%) Azure Engineer
4 2 (20.00%) Data Engineer
4 2 (20.00%) Senior
4 2 (20.00%) Senior Developer
4 2 (20.00%) Senior Quantitative Developer
5 1 (10.00%) Analyst
5 1 (10.00%) Data Analyst
5 1 (10.00%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (60.00%) NumPy
2 3 (30.00%) SciPy
3 2 (20.00%) Matplotlib
4 1 (10.00%) Bokeh
4 1 (10.00%) Django
4 1 (10.00%) FastAPI
4 1 (10.00%) Flask
4 1 (10.00%) Kafka
4 1 (10.00%) Node.js
4 1 (10.00%) OAuth
4 1 (10.00%) OAuth2
4 1 (10.00%) pytest
4 1 (10.00%) React
4 1 (10.00%) WebSockets
Miscellaneous
1 5 (50.00%) Derivative
2 3 (30.00%) Equities
3 2 (20.00%) Algorithms
Operating Systems
1 2 (20.00%) Linux
Processes & Methodologies
1 5 (50.00%) CI/CD
1 5 (50.00%) Data Pipeline
1 5 (50.00%) Mathematics
2 4 (40.00%) Software Engineering
3 3 (30.00%) Computer Science
3 3 (30.00%) DevOps
3 3 (30.00%) Performance Optimisation
3 3 (30.00%) Problem-Solving
3 3 (30.00%) Visualisation
4 2 (20.00%) Analytics
4 2 (20.00%) Collaborative Working
4 2 (20.00%) Containerisation
4 2 (20.00%) Continuous Integration
4 2 (20.00%) Data Analysis
4 2 (20.00%) Infrastructure as Code
4 2 (20.00%) Probabilistic Modelling
4 2 (20.00%) Product Requirements
4 2 (20.00%) Quantitative Research
4 2 (20.00%) SDLC
4 2 (20.00%) Test Automation
Programming Languages
1 10 (100.00%) Python
2 5 (50.00%) SQL
3 4 (40.00%) Java
4 3 (30.00%) C++
4 3 (30.00%) Rust
5 2 (20.00%) Bicep
5 2 (20.00%) C#
5 2 (20.00%) TypeScript
6 1 (10.00%) JavaScript
Qualifications
1 3 (30.00%) Degree
2 2 (20.00%) Master's Degree
3 1 (10.00%) Computer Science Degree
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
System Software
1 2 (20.00%) Docker
Systems Management
1 1 (10.00%) Kubernetes
Vendors
1 1 (10.00%) Confluent
1 1 (10.00%) Databricks