Pandas Contracts in the UK excluding London

Pandas
UK > UK excluding London

The following table provides summary statistics for contract job vacancies advertised in the UK excluding 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 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 379 401 445
Rank change year-on-year +22 +44 -26
Contract jobs citing Pandas 17 46 67
As % of all contract jobs advertised in the UK excluding London 0.083% 0.20% 0.22%
As % of the Libraries, Frameworks & Software Standards category 0.52% 1.07% 1.10%
Number of daily rates quoted 10 37 46
10th Percentile £409 £425 £408
25th Percentile £451 £463 £425
Median daily rate (50th Percentile) £500 £500 £528
Median % change year-on-year - -5.21% +21.97%
75th Percentile £588 £631 £619
90th Percentile £649 £1,025 £756
UK median daily rate £800 £675 £600
% change year-on-year +18.52% +12.50% +9.09%
Number of hourly rates quoted 3 0 5
10th Percentile - - £47.65
25th Percentile £58.75 - -
Median hourly rate £62.50 - £49.75
75th Percentile £66.25 - -
90th Percentile - - £54.96
UK median hourly rate £62.50 - £49.75
% change year-on-year - - +0.35%

All Software Libraries and Frameworks
UK excluding 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 UK excluding 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 3,239 4,303 6,078
As % of all contract IT jobs advertised in the UK excluding London 15.81% 18.34% 20.00%
Number of daily rates quoted 2,122 3,217 4,324
10th Percentile £324 £359 £363
25th Percentile £406 £425 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - +14.29%
75th Percentile £600 £600 £586
90th Percentile £689 £688 £650
UK median daily rate £534 £550 £550
% change year-on-year -2.91% - +10.00%
Number of hourly rates quoted 209 92 136
10th Percentile £21.63 £22.26 £20.25
25th Percentile £43.00 £50.95 £35.00
Median hourly rate £47.50 £64.50 £49.00
Median % change year-on-year -26.36% +31.63% +8.89%
75th Percentile £65.00 £74.50 £63.95
90th Percentile £75.00 £79.07 £75.00
UK median hourly rate £47.50 £65.00 £49.75
% change year-on-year -26.92% +30.65% +10.56%

Pandas
Job Vacancy Trend in the UK excluding London

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

Job vacancy trend for Pandas in the UK excluding London

Pandas
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing Pandas in the UK excluding London.

Daily rate trend for Pandas in the UK excluding London

Pandas
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Pandas in the UK excluding London over the 6 months to 9 May 2024.

Daily rate histogram for Pandas in the UK excluding London

Pandas
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing Pandas in the UK excluding London.

Hourly rate trend for Pandas in the UK excluding London

Pandas
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pandas within the UK excluding London region over the 6 months to 9 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
East of England - 6 £465 - 6
Midlands +37 4 £550 +10.00% 8
West Midlands +24 4 £550 +10.00% 6
South East +15 4 £663 -17.83% 5
Scotland +27 2 £488 -1.02% 1
South West +2 1 £275 -44.86% 7
Pandas
UK

Pandas
Co-occurring Skills and Capabilities in the UK excluding 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 1 (5.88%) Apache Airflow
1 1 (5.88%) Jupyter
Cloud Services
1 7 (41.18%) Azure
2 5 (29.41%) Power Platform
3 3 (17.65%) Azure Cosmos DB
3 3 (17.65%) Azure Data Factory
3 3 (17.65%) Azure Monitor
3 3 (17.65%) dbt
4 2 (11.76%) Azure Synapse Analytics
5 1 (5.88%) AWS
5 1 (5.88%) GitHub
Communications & Networking
1 1 (5.88%) HTTP
1 1 (5.88%) SSL
Database & Business Intelligence
1 5 (29.41%) Power BI
2 3 (17.65%) BusinessObjects
3 1 (5.88%) Data Lake
3 1 (5.88%) Data Mining
Development Applications
1 10 (58.82%) Git
2 5 (29.41%) Mercurial
3 1 (5.88%) Jenkins
3 1 (5.88%) JIRA
3 1 (5.88%) MLflow
General
1 6 (35.29%) Multimedia
1 6 (35.29%) Social Skills
2 4 (23.53%) Analytical Skills
2 4 (23.53%) Presentation Skills
3 2 (11.76%) Public Sector
4 1 (5.88%) Finance
4 1 (5.88%) Inclusion and Diversity
4 1 (5.88%) Manufacturing
4 1 (5.88%) Marketing
4 1 (5.88%) Publishing
4 1 (5.88%) Retail
4 1 (5.88%) Tech for Good
Job Titles
1 7 (41.18%) Data Engineer
2 3 (17.65%) Machine Learning Engineer
2 3 (17.65%) Senior
3 2 (11.76%) Data Scientist
3 2 (11.76%) Developer
3 2 (11.76%) Python Developer
3 2 (11.76%) Senior Data Scientist
3 2 (11.76%) Software Engineer
4 1 (5.88%) Analytics Manager
4 1 (5.88%) Applications Engineer
4 1 (5.88%) Data Analytics Manager
4 1 (5.88%) Data Manager
4 1 (5.88%) Data Science Manager
4 1 (5.88%) Machine Learning Scientist
4 1 (5.88%) Python Data Engineer
4 1 (5.88%) Python Engineer
4 1 (5.88%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 13 (76.47%) NumPy
2 6 (35.29%) React
2 6 (35.29%) SciPy
3 5 (29.41%) Flask
3 5 (29.41%) PySpark
4 3 (17.65%) ADO
5 2 (11.76%) Dask
6 1 (5.88%) Keras
6 1 (5.88%) Matplotlib
6 1 (5.88%) PyTorch
6 1 (5.88%) scikit-learn
6 1 (5.88%) SQLAlchemy
6 1 (5.88%) XML
Miscellaneous
1 5 (29.41%) Social Media
2 1 (5.88%) Algorithms
Operating Systems
1 5 (29.41%) Windows
2 1 (5.88%) Mac OS
Processes & Methodologies
1 7 (41.18%) Artificial Intelligence
1 7 (41.18%) Data Pipeline
1 7 (41.18%) Machine Learning
2 6 (35.29%) Computer Science
2 6 (35.29%) Test Automation
2 6 (35.29%) Visualisation
3 5 (29.41%) Code Quality
3 5 (29.41%) Collaborative Working
3 5 (29.41%) Continuous Integration
3 5 (29.41%) Data Collection
3 5 (29.41%) Data Science
3 5 (29.41%) Signal Processing
3 5 (29.41%) Software Engineering
4 4 (23.53%) DataOps
5 3 (17.65%) Actionable Insight
5 3 (17.65%) Business Case
5 3 (17.65%) Data Transformation
5 3 (17.65%) Problem-Solving
5 3 (17.65%) Roadmaps
5 3 (17.65%) User Experience
Programming Languages
1 17 (100.00%) Python
2 7 (41.18%) SQL
3 6 (35.29%) JavaScript
4 5 (29.41%) C#
5 1 (5.88%) Scala
Qualifications
1 6 (35.29%) Computer Science Degree
1 6 (35.29%) Degree
2 1 (5.88%) PhD
Quality Assurance & Compliance
1 1 (5.88%) JSP 440
1 1 (5.88%) NCSC
System Software
1 1 (5.88%) Docker
Systems Management
1 2 (11.76%) Terraform
2 1 (5.88%) Ansible
Vendors
1 4 (23.53%) Microsoft
2 1 (5.88%) Atlassian
2 1 (5.88%) Databricks