Pandas Contracts in London

Pandas
England > London

The following table provides summary statistics for contract job vacancies advertised in 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 192 275 334
Rank change year-on-year +83 +59 +7
Contract jobs citing Pandas 212 227 305
As % of all contract jobs advertised in London 1.21% 0.89% 0.79%
As % of the Libraries, Frameworks & Software Standards category 4.64% 3.35% 2.56%
Number of daily rates quoted 191 154 219
10th Percentile £513 £447 £500
25th Percentile £622 £500 £538
Median daily rate (50th Percentile) £800 £700 £600
Median % change year-on-year +14.29% +16.67% +9.09%
75th Percentile £888 £860 £681
90th Percentile - £968 £750
England median daily rate £800 £700 £600
% change year-on-year +14.29% +16.67% +11.11%
Number of hourly rates quoted 0 0 1
10th Percentile - - -
25th Percentile - - £58.25
Median hourly rate - - £61.50
75th Percentile - - £64.75
90th Percentile - - -
England median hourly rate £62.50 - £57.18
% change year-on-year - - +15.34%

All Software Libraries and Frameworks
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 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 4,565 6,772 11,922
As % of all contract IT jobs advertised in London 26.07% 26.62% 30.84%
Number of daily rates quoted 3,396 5,094 9,264
10th Percentile £375 £413 £425
25th Percentile £463 £500 £505
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £725 £713
90th Percentile £838 £813 £800
England median daily rate £550 £550 £575
% change year-on-year - -4.35% +15.00%
Number of hourly rates quoted 28 40 60
10th Percentile £16.25 £30.68 £30.75
25th Percentile £23.80 £43.94 £35.00
Median hourly rate £42.50 £66.00 £44.88
Median % change year-on-year -35.61% +47.08% -12.49%
75th Percentile £63.13 £75.00 £67.50
90th Percentile £75.00 £83.70 £75.44
England median hourly rate £47.50 £65.00 £53.00
% change year-on-year -26.92% +22.64% +12.47%

Pandas
Job Vacancy Trend in London

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

Job vacancy trend for Pandas in London

Pandas
Contractor Daily Rate Trend in London

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

Daily rate trend for Pandas in London

Pandas
Daily Rate Histogram in London

Daily rate distribution for jobs citing Pandas in London over the 6 months to 1 June 2024.

Daily rate histogram for Pandas in London

Pandas
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Pandas in London

Pandas
Contract Job Locations in 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 London region over the 6 months to 1 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
Central London +12 12 £525 -8.70% 5
West London - 2 £525 -
East London -6 1 £800 +36.17%
Pandas
England

Pandas
Co-occurring Skills and Capabilities in 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
1 141 (66.51%) Apache Airflow
2 127 (59.91%) Apache
3 5 (2.36%) Jupyter
4 4 (1.89%) Luigi
5 2 (0.94%) Apache Spark
Applications
1 1 (0.47%) CPLEX
Business Applications
1 1 (0.47%) Endur
Cloud Services
1 157 (74.06%) AWS
2 123 (58.02%) dbt
3 106 (50.00%) Snowflake
4 91 (42.92%) GCP
5 34 (16.04%) Azure
6 13 (6.13%) Azure DevOps
7 11 (5.19%) GitHub
8 8 (3.77%) Serverless
9 7 (3.30%) Amazon S3
10 6 (2.83%) Dagster
11 5 (2.36%) Vertex AI
12 4 (1.89%) Azure Data Factory
13 2 (0.94%) Amazon ECS
13 2 (0.94%) Cloud Computing
14 1 (0.47%) Amazon SQS
14 1 (0.47%) AWS CloudFormation
14 1 (0.47%) Azure Machine Learning
Communications & Networking
1 1 (0.47%) FTP
Database & Business Intelligence
1 123 (58.02%) Amazon Athena
1 123 (58.02%) Dremio
2 121 (57.08%) Apache Arrow
2 121 (57.08%) Apache Ignite
3 105 (49.53%) Data Lake
4 15 (7.08%) NoSQL
5 9 (4.25%) Big Data
6 8 (3.77%) PostgreSQL
7 6 (2.83%) BigQuery
8 4 (1.89%) Amazon Aurora
9 2 (0.94%) Amazon RDS
9 2 (0.94%) Relational Database
9 2 (0.94%) Tableau
10 1 (0.47%) Data Mining
10 1 (0.47%) Data Warehouse
10 1 (0.47%) MongoDB
10 1 (0.47%) Neo4j
10 1 (0.47%) SQL Server
Development Applications
1 10 (4.72%) Git
2 5 (2.36%) GitLab
2 5 (2.36%) MLflow
3 3 (1.42%) Jenkins
3 3 (1.42%) Selenium
4 2 (0.94%) Cypress.io
4 2 (0.94%) webpack
5 1 (0.47%) Robot Framework
General
1 159 (75.00%) Finance
2 151 (71.23%) Front Office
3 118 (55.66%) Banking
4 113 (53.30%) Investment Banking
5 11 (5.19%) Social Skills
6 10 (4.72%) Analytical Skills
7 3 (1.42%) Marketing
7 3 (1.42%) Retail
8 2 (0.94%) Inclusion and Diversity
8 2 (0.94%) Law
8 2 (0.94%) Presentation Skills
9 1 (0.47%) Corporate Banking
9 1 (0.47%) Legal
9 1 (0.47%) Retail Banking
Job Titles
1 89 (41.98%) Software Engineer
2 79 (37.26%) Python Engineer
3 77 (36.32%) Developer
4 70 (33.02%) Senior
5 60 (28.30%) Python Software Engineer
6 53 (25.00%) AWS Engineer
7 52 (24.53%) Python Developer
8 48 (22.64%) AWS Software Engineer
8 48 (22.64%) Developer/Software Engineer
9 47 (22.17%) Senior Software Engineer
10 44 (20.75%) Lead
11 40 (18.87%) Java Engineer
11 40 (18.87%) Java Software Engineer
12 35 (16.51%) Software Developer
13 28 (13.21%) Architect
13 28 (13.21%) Lead Developer
13 28 (13.21%) Lead Software Developer
13 28 (13.21%) Lead Software Engineer
13 28 (13.21%) Solutions Architect
13 28 (13.21%) Team Leader
Libraries, Frameworks & Software Standards
1 180 (84.91%) NumPy
2 149 (70.28%) SciPy
3 131 (61.79%) gRPC
4 127 (59.91%) Protocol Buffers
5 18 (8.49%) React
6 16 (7.55%) AngularJS
6 16 (7.55%) scikit-learn
7 15 (7.08%) Vue
8 11 (5.19%) Node.js
8 11 (5.19%) PySpark
8 11 (5.19%) Redux
8 11 (5.19%) TensorFlow
9 10 (4.72%) Matplotlib
10 9 (4.25%) REST
11 8 (3.77%) Material-UI
12 5 (2.36%) Flask
12 5 (2.36%) pytest
13 4 (1.89%) PyTorch
14 3 (1.42%) Plotly
14 3 (1.42%) XGBoost
Miscellaneous
1 133 (62.74%) Derivative
2 129 (60.85%) Fixed Income
3 119 (56.13%) Equities
4 115 (54.25%) Foreign Exchange (FX)
5 112 (52.83%) Hedge funds
6 20 (9.43%) Algorithms
7 14 (6.60%) Pricing Data
8 8 (3.77%) Data Structures
9 7 (3.30%) Analytical Mindset
10 4 (1.89%) Distributed Systems
11 2 (0.94%) Renewable Energy
11 2 (0.94%) Solar Panel
12 1 (0.47%) Data Protection Act
12 1 (0.47%) Multi-touch
12 1 (0.47%) Product Ownership
Operating Systems
1 5 (2.36%) Linux
Processes & Methodologies
1 156 (73.58%) Software Engineering
2 140 (66.04%) Agile
3 132 (62.26%) Asset Management
4 100 (47.17%) Investment Management
5 52 (24.53%) Line Management
6 37 (17.45%) Greeks
7 35 (16.51%) CI/CD
8 31 (14.62%) Mathematics
9 27 (12.74%) Data Pipeline
10 25 (11.79%) Analytics
10 25 (11.79%) Artificial Intelligence
11 24 (11.32%) DevOps
12 22 (10.38%) Machine Learning
13 20 (9.43%) Data Science
14 19 (8.96%) Mathematical Modelling
15 18 (8.49%) Computer Science
16 14 (6.60%) Test Automation
17 13 (6.13%) Data Modelling
18 11 (5.19%) Backtesting
18 11 (5.19%) Data Analysis
Programming Languages
1 212 (100.00%) Python
2 127 (59.91%) Java
3 126 (59.43%) JavaScript
3 126 (59.43%) TypeScript
4 40 (18.87%) SQL
5 19 (8.96%) C++
6 12 (5.66%) Rust
7 7 (3.30%) C#
7 7 (3.30%) Scala
8 6 (2.83%) Ruby
9 4 (1.89%) Bicep
10 2 (0.94%) Bash
11 1 (0.47%) Clojure
11 1 (0.47%) Groovy
11 1 (0.47%) R
Qualifications
1 16 (7.55%) Degree
2 7 (3.30%) Master's Degree
3 2 (0.94%) Security Cleared
4 1 (0.47%) Computer Science Degree
4 1 (0.47%) DV Cleared
4 1 (0.47%) Numerate Degree
4 1 (0.47%) PhD
4 1 (0.47%) SC Cleared
Quality Assurance & Compliance
1 41 (19.34%) Data Quality
2 2 (0.94%) Actionable Recommendations
3 1 (0.47%) Accessibility
3 1 (0.47%) MiFID
3 1 (0.47%) WCAG
System Software
1 12 (5.66%) Docker
Systems Management
1 11 (5.19%) Kubernetes
2 5 (2.36%) Kubeflow
3 4 (1.89%) Argo
4 2 (0.94%) Terraform
Vendors
1 4 (1.89%) Databricks
2 3 (1.42%) Google
3 2 (0.94%) Cloudera
4 1 (0.47%) Bloomberg
4 1 (0.47%) OpenLink
4 1 (0.47%) Palantir
4 1 (0.47%) Reuters
4 1 (0.47%) SAP