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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 221 270 325
Rank change year-on-year +49 +55 +26
Contract jobs citing Pandas 183 241 307
As % of all contract jobs advertised in London 1.03% 0.89% 0.79%
As % of the Libraries, Frameworks & Software Standards category 4.14% 3.25% 2.53%
Number of daily rates quoted 160 159 212
10th Percentile £463 £456 £500
25th Percentile £613 £500 £538
Median daily rate (50th Percentile) £750 £700 £600
Median % change year-on-year +7.14% +16.67% +4.35%
75th Percentile £878 £843 £675
90th Percentile £888 £980 £738
England median daily rate £750 £700 £600
% change year-on-year +7.14% +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 - £49.75
% change year-on-year - - +0.35%

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 4,425 7,424 12,130
As % of all contract IT jobs advertised in London 24.99% 27.42% 31.16%
Number of daily rates quoted 3,324 5,530 9,406
10th Percentile £375 £413 £425
25th Percentile £457 £500 £506
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £730 £700
90th Percentile £821 £813 £788
England median daily rate £550 £563 £563
% change year-on-year -2.22% - +12.50%
Number of hourly rates quoted 25 40 68
10th Percentile £16.25 £30.68 £29.75
25th Percentile £23.80 £37.84 £35.00
Median hourly rate £36.84 £66.00 £48.58
Median % change year-on-year -44.18% +35.86% -0.35%
75th Percentile £57.50 £75.00 £67.50
90th Percentile £68.80 £76.63 £79.65
England median hourly rate £46.18 £65.00 £49.00
% change year-on-year -28.95% +32.65% +8.89%

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 27 April 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 27 April 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 +16 12 £525 -22.22% 5
West London - 2 £525 - 1
East London -5 1 £800 +36.17% 3
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
1 102 (55.74%) Apache Airflow
2 89 (48.63%) Apache
3 6 (3.28%) Tornado
4 4 (2.19%) Luigi
5 3 (1.64%) Apache Spark
6 2 (1.09%) Jupyter
Applications
1 1 (0.55%) CPLEX
Business Applications
1 1 (0.55%) Aladdin
1 1 (0.55%) Endur
Cloud Services
1 117 (63.93%) AWS
2 84 (45.90%) dbt
3 73 (39.89%) GCP
4 59 (32.24%) Snowflake
5 38 (20.77%) Azure
6 14 (7.65%) GitHub
7 13 (7.10%) Serverless
8 11 (6.01%) Azure DevOps
9 9 (4.92%) Amazon S3
10 7 (3.83%) Dagster
11 6 (3.28%) Amazon Kinesis
11 6 (3.28%) Azure Key Vault
11 6 (3.28%) Vertex AI
12 5 (2.73%) AWS Lambda
13 4 (2.19%) Azure Data Factory
14 3 (1.64%) GitHub Actions
15 2 (1.09%) Amazon ECS
15 2 (1.09%) Cloud Computing
16 1 (0.55%) Amazon SQS
16 1 (0.55%) Azure Machine Learning
Communications & Networking
1 1 (0.55%) FTP
Database & Business Intelligence
1 81 (44.26%) Amazon Athena
2 78 (42.62%) Apache Arrow
2 78 (42.62%) Apache Ignite
2 78 (42.62%) Dremio
3 58 (31.69%) Data Lake
4 18 (9.84%) NoSQL
5 16 (8.74%) Big Data
6 10 (5.46%) PostgreSQL
7 8 (4.37%) SQL Server
8 6 (3.28%) BigQuery
9 4 (2.19%) Amazon Aurora
9 4 (2.19%) DynamoDB
9 4 (2.19%) Relational Database
10 3 (1.64%) Amazon RDS
10 3 (1.64%) Amazon Redshift
10 3 (1.64%) Flink
11 2 (1.09%) Data Mining
12 1 (0.55%) RDBMS
12 1 (0.55%) Spark SQL
12 1 (0.55%) Tableau
Development Applications
1 10 (5.46%) Git
2 7 (3.83%) MLflow
3 5 (2.73%) GitLab
4 3 (1.64%) Poetry
5 2 (1.09%) Cypress.io
5 2 (1.09%) webpack
6 1 (0.55%) Jenkins
6 1 (0.55%) Robot Framework
6 1 (0.55%) Selenium
General
1 117 (63.93%) Finance
2 109 (59.56%) Front Office
3 82 (44.81%) Banking
4 74 (40.44%) Investment Banking
5 12 (6.56%) Social Skills
6 9 (4.92%) Analytical Skills
7 5 (2.73%) Presentation Skills
8 2 (1.09%) Inclusion and Diversity
8 2 (1.09%) Law
8 2 (1.09%) Marketing
8 2 (1.09%) Retail
9 1 (0.55%) Corporate Banking
9 1 (0.55%) Electronics
9 1 (0.55%) Multimedia
9 1 (0.55%) Retail Banking
Job Titles
1 75 (40.98%) Developer
2 62 (33.88%) Software Engineer
3 60 (32.79%) Python Engineer
4 51 (27.87%) Python Developer
5 49 (26.78%) Senior
6 41 (22.40%) Developer/Software Engineer
7 39 (21.31%) Python Software Engineer
8 34 (18.58%) AWS Engineer
9 30 (16.39%) AWS Software Engineer
10 29 (15.85%) Lead
11 28 (15.30%) Senior Software Engineer
12 27 (14.75%) Software Developer
13 22 (12.02%) Java Engineer
13 22 (12.02%) Java Software Engineer
14 18 (9.84%) Architect
14 18 (9.84%) Data Engineer
14 18 (9.84%) Lead Developer
14 18 (9.84%) Senior Developer
14 18 (9.84%) Solutions Architect
14 18 (9.84%) Team Leader
Libraries, Frameworks & Software Standards
1 143 (78.14%) NumPy
2 107 (58.47%) SciPy
3 89 (48.63%) gRPC
4 85 (46.45%) Protocol Buffers
5 21 (11.48%) React
6 20 (10.93%) scikit-learn
7 13 (7.10%) AngularJS
7 13 (7.10%) Node.js
7 13 (7.10%) PySpark
7 13 (7.10%) TensorFlow
8 12 (6.56%) Vue
9 10 (5.46%) Flask
10 9 (4.92%) Kafka
10 9 (4.92%) Material-UI
10 9 (4.92%) Matplotlib
10 9 (4.92%) REST
11 7 (3.83%) Django
11 7 (3.83%) FastAPI
11 7 (3.83%) pytest
11 7 (3.83%) Redux
Miscellaneous
1 89 (48.63%) Derivative
2 81 (44.26%) Fixed Income
3 76 (41.53%) Equities
4 71 (38.80%) Foreign Exchange (FX)
5 67 (36.61%) Hedge funds
6 23 (12.57%) Algorithms
7 7 (3.83%) Data Structures
8 6 (3.28%) Analytical Mindset
9 4 (2.19%) Distributed Systems
9 4 (2.19%) Pricing Data
9 4 (2.19%) Renewable Energy
9 4 (2.19%) Solar Panel
10 3 (1.64%) Hybrid Cloud
10 3 (1.64%) Linux Command Line
11 2 (1.09%) Multi-touch
12 1 (0.55%) Data Protection Act
12 1 (0.55%) Product Ownership
Operating Systems
1 8 (4.37%) Linux
Processes & Methodologies
1 120 (65.57%) Software Engineering
2 99 (54.10%) Agile
3 87 (47.54%) Asset Management
4 69 (37.70%) Investment Management
5 40 (21.86%) CI/CD
6 36 (19.67%) Mathematics
7 33 (18.03%) Data Pipeline
8 32 (17.49%) DevOps
8 32 (17.49%) Line Management
9 30 (16.39%) Analytics
9 30 (16.39%) Data Science
10 29 (15.85%) Machine Learning
11 24 (13.11%) Artificial Intelligence
12 22 (12.02%) Greeks
13 19 (10.38%) Mathematical Modelling
14 17 (9.29%) Computer Science
14 17 (9.29%) Test Automation
15 16 (8.74%) Visualisation
16 13 (7.10%) Data Modelling
16 13 (7.10%) Workflow
Programming Languages
1 183 (100.00%) Python
2 91 (49.73%) TypeScript
3 90 (49.18%) JavaScript
4 87 (47.54%) Java
5 53 (28.96%) SQL
6 19 (10.38%) C++
7 12 (6.56%) Rust
8 10 (5.46%) C#
9 9 (4.92%) Scala
10 8 (4.37%) Ruby
11 4 (2.19%) Bicep
12 3 (1.64%) Shell Script
13 2 (1.09%) R
14 1 (0.55%) Clojure
14 1 (0.55%) Groovy
Qualifications
1 20 (10.93%) Degree
2 8 (4.37%) Master's Degree
3 3 (1.64%) Security Cleared
4 2 (1.09%) Computer Science Degree
4 2 (1.09%) Numerate Degree
4 2 (1.09%) PhD
4 2 (1.09%) SC Cleared
5 1 (0.55%) DV Cleared
Quality Assurance & Compliance
1 28 (15.30%) Data Quality
2 1 (0.55%) Accessibility
2 1 (0.55%) MiFID
2 1 (0.55%) WCAG
System Software
1 12 (6.56%) Docker
Systems Management
1 17 (9.29%) Kubernetes
2 7 (3.83%) Terraform
3 6 (3.28%) Kubeflow
4 4 (2.19%) Argo
Vendors
1 6 (3.28%) Databricks
2 5 (2.73%) Confluent
3 2 (1.09%) Google
4 1 (0.55%) Bloomberg
4 1 (0.55%) Cloudera
4 1 (0.55%) OpenLink
4 1 (0.55%) Oracle
4 1 (0.55%) Palantir
4 1 (0.55%) Reuters
4 1 (0.55%) SAP
4 1 (0.55%) Sun