Pandas Contracts in the UK excluding London

Pandas
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring Pandas skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Pandas over the 6 months leading up to 13 June 2024, comparing them to the same period in the previous two years.

6 months to
13 Jun 2024
Same period 2023 Same period 2022
Rank 385 387 437
Rank change year-on-year +2 +50 -19
Contract jobs citing Pandas 16 43 67
As % of all contract jobs advertised in the UK excluding London 0.075% 0.19% 0.22%
As % of the Libraries, Frameworks & Software Standards category 0.47% 1.04% 1.11%
Number of daily rates quoted 10 34 49
10th Percentile £386 £415 £406
25th Percentile £431 £425 £419
Median daily rate (50th Percentile) £488 £493 £515
Median % change year-on-year -1.02% -4.37% +14.44%
75th Percentile £588 £597 £625
90th Percentile £649 £1,025 £753
UK median daily rate £800 £650 £600
% change year-on-year +23.08% +8.33% +11.11%
Number of hourly rates quoted 3 0 2
10th Percentile - - £50.37
25th Percentile £58.75 - £51.30
Median hourly rate £62.50 - £53.47
75th Percentile £66.25 - £56.26
90th Percentile - - £57.56
UK median hourly rate £62.50 - £57.18
% change year-on-year - - +15.34%

All Software Libraries and Frameworks
UK excluding London

Pandas falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in the UK excluding London.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,405 4,123 6,037
As % of all contract IT jobs advertised in the UK excluding London 15.97% 18.17% 19.86%
Number of daily rates quoted 2,204 3,067 4,324
10th Percentile £325 £350 £362
25th Percentile £410 £418 £420
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - +11.11%
75th Percentile £600 £600 £588
90th Percentile £688 £688 £652
UK median daily rate £535 £550 £550
% change year-on-year -2.73% - +10.00%
Number of hourly rates quoted 226 90 140
10th Percentile £22.75 £22.47 £19.41
25th Percentile £43.00 £51.56 £35.00
Median hourly rate £55.00 £65.00 £55.00
Median % change year-on-year -15.38% +18.18% +22.22%
75th Percentile £70.00 £73.75 £67.36
90th Percentile £74.47 £78.12 £77.03
UK median hourly rate £50.00 £65.00 £52.50
% change year-on-year -23.08% +23.81% +16.67%

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 13 June 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 13 June 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 - 5 £458 - 2
Scotland +37 4 £475 -3.55% 2
West Midlands +19 3 £550 +10.00% 5
Midlands +18 3 £550 +10.00% 8
South East +6 3 £663 +9.28% 5
South West -10 1 £275 -38.89% 2
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 (6.25%) Apache Airflow
1 1 (6.25%) Jupyter
Cloud Services
1 5 (31.25%) Azure
2 4 (25.00%) Power Platform
3 3 (18.75%) Azure Data Factory
4 2 (12.50%) Azure Cosmos DB
4 2 (12.50%) Azure Monitor
4 2 (12.50%) Azure Synapse Analytics
4 2 (12.50%) Cloud Computing
4 2 (12.50%) dbt
5 1 (6.25%) AWS
Communications & Networking
1 1 (6.25%) Firewall
Database & Business Intelligence
1 4 (25.00%) Power BI
2 2 (12.50%) BusinessObjects
3 1 (6.25%) Data Lake
3 1 (6.25%) Data Mining
Development Applications
1 7 (43.75%) Git
2 4 (25.00%) Mercurial
3 1 (6.25%) Jenkins
3 1 (6.25%) MLflow
General
1 7 (43.75%) Social Skills
2 5 (31.25%) Multimedia
3 4 (25.00%) Analytical Skills
4 3 (18.75%) Presentation Skills
5 2 (12.50%) Public Sector
6 1 (6.25%) Finance
6 1 (6.25%) Inclusion and Diversity
6 1 (6.25%) Manufacturing
6 1 (6.25%) Marketing
6 1 (6.25%) Publishing
6 1 (6.25%) Retail
6 1 (6.25%) Tech for Good
Job Titles
1 6 (37.50%) Data Engineer
2 3 (18.75%) Machine Learning Engineer
2 3 (18.75%) Senior
3 2 (12.50%) Data Scientist
3 2 (12.50%) Developer
3 2 (12.50%) Infrastructure Engineer
3 2 (12.50%) Python Developer
3 2 (12.50%) Senior Data Scientist
4 1 (6.25%) Analytics Manager
4 1 (6.25%) Data Analytics Manager
4 1 (6.25%) Data Manager
4 1 (6.25%) Data Science Manager
4 1 (6.25%) Machine Learning Scientist
4 1 (6.25%) Python Data Engineer
4 1 (6.25%) Python Engineer
4 1 (6.25%) Senior Data Engineer
4 1 (6.25%) Software Engineer
Libraries, Frameworks & Software Standards
1 12 (75.00%) NumPy
2 5 (31.25%) PySpark
2 5 (31.25%) React
2 5 (31.25%) SciPy
3 3 (18.75%) Flask
4 2 (12.50%) ADO
4 2 (12.50%) Dask
5 1 (6.25%) Keras
5 1 (6.25%) Matplotlib
5 1 (6.25%) PyTorch
5 1 (6.25%) scikit-learn
5 1 (6.25%) XML
Miscellaneous
1 4 (25.00%) Social Media
2 1 (6.25%) Algorithms
Operating Systems
1 6 (37.50%) Windows
2 2 (12.50%) Linux
2 2 (12.50%) Mac OS
Processes & Methodologies
1 6 (37.50%) Artificial Intelligence
1 6 (37.50%) Machine Learning
2 5 (31.25%) Computer Science
2 5 (31.25%) Data Pipeline
2 5 (31.25%) Data Science
2 5 (31.25%) Test Automation
2 5 (31.25%) Visualisation
3 4 (25.00%) Code Quality
3 4 (25.00%) Collaborative Working
3 4 (25.00%) Continuous Integration
3 4 (25.00%) Data Collection
3 4 (25.00%) Signal Processing
3 4 (25.00%) Software Engineering
4 3 (18.75%) Analytics
4 3 (18.75%) Business Case
4 3 (18.75%) DataOps
4 3 (18.75%) Problem-Solving
5 2 (12.50%) Data Transformation
5 2 (12.50%) Data Visualisation
5 2 (12.50%) User Experience
Programming Languages
1 16 (100.00%) Python
2 6 (37.50%) SQL
3 5 (31.25%) JavaScript
4 4 (25.00%) C#
5 1 (6.25%) Scala
Qualifications
1 5 (31.25%) Computer Science Degree
1 5 (31.25%) Degree
2 1 (6.25%) PhD
Systems Management
1 1 (6.25%) Ansible
1 1 (6.25%) Terraform
Vendors
1 2 (12.50%) Microsoft
1 2 (12.50%) Splunk
2 1 (6.25%) Databricks