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 14 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 207 269 318
Rank change year-on-year +62 +49 +35
Contract jobs citing Pandas 200 228 311
As % of all contract jobs advertised in London 1.14% 0.87% 0.80%
As % of the Libraries, Frameworks & Software Standards category 4.48% 3.22% 2.57%
Number of daily rates quoted 177 153 215
10th Percentile £488 £450 £500
25th Percentile £619 £500 £538
Median daily rate (50th Percentile) £800 £700 £600
Median % change year-on-year +14.29% +16.67% +4.35%
75th Percentile £888 £860 £675
90th Percentile - £995 £745
England median daily rate £800 £700 £600
% change year-on-year +14.29% +16.67% +9.09%
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 4,467 7,090 12,089
As % of all contract IT jobs advertised in London 25.52% 27.12% 31.10%
Number of daily rates quoted 3,340 5,317 9,371
10th Percentile £375 £413 £425
25th Percentile £463 £500 £506
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £725 £702
90th Percentile £825 £810 £793
England median daily rate £550 £560 £565
% change year-on-year -1.79% -0.88% +13.00%
Number of hourly rates quoted 24 40 66
10th Percentile £16.25 £30.68 £31.88
25th Percentile £23.80 £41.97 £35.00
Median hourly rate £40.00 £67.25 £48.04
Median % change year-on-year -40.52% +39.99% -3.59%
75th Percentile £63.13 £75.00 £68.44
90th Percentile £72.60 £82.33 £79.13
England median hourly rate £47.50 £65.00 £50.00
% change year-on-year -26.92% +30.00% +9.89%

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 14 May 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 14 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
Central London +19 11 £525 -8.70% 6
West London - 2 £525 -
East London -6 1 £800 +36.17% 1
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
1 123 (61.50%) Apache Airflow
2 110 (55.00%) Apache
3 6 (3.00%) Tornado
4 4 (2.00%) Apache Spark
4 4 (2.00%) Luigi
5 3 (1.50%) Jupyter
Applications
1 1 (0.50%) CPLEX
Business Applications
1 1 (0.50%) Aladdin
1 1 (0.50%) Endur
Cloud Services
1 137 (68.50%) AWS
2 106 (53.00%) dbt
3 85 (42.50%) Snowflake
4 83 (41.50%) GCP
5 37 (18.50%) Azure
6 13 (6.50%) GitHub
7 11 (5.50%) Azure DevOps
7 11 (5.50%) Serverless
8 7 (3.50%) Amazon S3
9 6 (3.00%) Azure Key Vault
9 6 (3.00%) Dagster
9 6 (3.00%) Vertex AI
10 4 (2.00%) Amazon Kinesis
10 4 (2.00%) Azure Data Factory
11 3 (1.50%) AWS Lambda
12 2 (1.00%) Amazon ECS
12 2 (1.00%) Cloud Computing
12 2 (1.00%) GitHub Actions
13 1 (0.50%) AWS CloudFormation
13 1 (0.50%) AWS Step Functions
Communications & Networking
1 1 (0.50%) FTP
Database & Business Intelligence
1 104 (52.00%) Amazon Athena
2 102 (51.00%) Apache Arrow
2 102 (51.00%) Apache Ignite
2 102 (51.00%) Dremio
3 83 (41.50%) Data Lake
4 17 (8.50%) NoSQL
5 14 (7.00%) Big Data
6 8 (4.00%) PostgreSQL
7 7 (3.50%) SQL Server
8 6 (3.00%) BigQuery
9 4 (2.00%) Amazon Aurora
10 3 (1.50%) Relational Database
11 2 (1.00%) Amazon RDS
11 2 (1.00%) Amazon Redshift
11 2 (1.00%) DynamoDB
11 2 (1.00%) Flink
12 1 (0.50%) MongoDB
12 1 (0.50%) Neo4j
12 1 (0.50%) Spark SQL
12 1 (0.50%) Tableau
Development Applications
1 8 (4.00%) Git
2 6 (3.00%) MLflow
3 5 (2.50%) GitLab
4 2 (1.00%) Cypress.io
4 2 (1.00%) Poetry
4 2 (1.00%) webpack
5 1 (0.50%) Jenkins
5 1 (0.50%) Robot Framework
5 1 (0.50%) Selenium
General
1 140 (70.00%) Finance
2 131 (65.50%) Front Office
3 104 (52.00%) Banking
4 96 (48.00%) Investment Banking
5 11 (5.50%) Social Skills
6 9 (4.50%) Analytical Skills
7 4 (2.00%) Presentation Skills
8 3 (1.50%) Retail
9 2 (1.00%) Inclusion and Diversity
9 2 (1.00%) Law
9 2 (1.00%) Marketing
10 1 (0.50%) Corporate Banking
10 1 (0.50%) Retail Banking
Job Titles
1 78 (39.00%) Developer
2 76 (38.00%) Software Engineer
3 69 (34.50%) Python Engineer
4 59 (29.50%) Senior
5 53 (26.50%) Python Developer
6 49 (24.50%) Python Software Engineer
7 45 (22.50%) Developer/Software Engineer
8 44 (22.00%) AWS Engineer
9 39 (19.50%) AWS Software Engineer
10 38 (19.00%) Lead
11 37 (18.50%) Senior Software Engineer
12 32 (16.00%) Software Developer
13 31 (15.50%) Java Engineer
13 31 (15.50%) Java Software Engineer
14 24 (12.00%) Architect
14 24 (12.00%) Lead Developer
14 24 (12.00%) Lead Software Developer
14 24 (12.00%) Lead Software Engineer
14 24 (12.00%) Solutions Architect
14 24 (12.00%) Team Leader
Libraries, Frameworks & Software Standards
1 161 (80.50%) NumPy
2 130 (65.00%) SciPy
3 112 (56.00%) gRPC
4 108 (54.00%) Protocol Buffers
5 21 (10.50%) React
6 17 (8.50%) scikit-learn
7 15 (7.50%) Node.js
8 14 (7.00%) AngularJS
9 13 (6.50%) Vue
10 12 (6.00%) PySpark
10 12 (6.00%) TensorFlow
11 10 (5.00%) Flask
12 9 (4.50%) Kafka
12 9 (4.50%) Redux
12 9 (4.50%) REST
13 8 (4.00%) Django
13 8 (4.00%) Material-UI
13 8 (4.00%) Matplotlib
14 7 (3.50%) FastAPI
14 7 (3.50%) pytest
Miscellaneous
1 113 (56.50%) Derivative
2 107 (53.50%) Fixed Income
3 99 (49.50%) Equities
4 95 (47.50%) Foreign Exchange (FX)
5 92 (46.00%) Hedge funds
6 19 (9.50%) Algorithms
7 8 (4.00%) Data Structures
7 8 (4.00%) Pricing Data
8 6 (3.00%) Analytical Mindset
9 4 (2.00%) Distributed Systems
9 4 (2.00%) Renewable Energy
9 4 (2.00%) Solar Panel
10 2 (1.00%) Hybrid Cloud
10 2 (1.00%) Linux Command Line
10 2 (1.00%) Multi-touch
11 1 (0.50%) Data Protection Act
11 1 (0.50%) Product Ownership
Operating Systems
1 7 (3.50%) Linux
Processes & Methodologies
1 142 (71.00%) Software Engineering
2 123 (61.50%) Agile
3 110 (55.00%) Asset Management
4 84 (42.00%) Investment Management
5 44 (22.00%) Line Management
6 40 (20.00%) CI/CD
7 32 (16.00%) DevOps
7 32 (16.00%) Mathematics
8 31 (15.50%) Data Pipeline
8 31 (15.50%) Greeks
9 26 (13.00%) Analytics
9 26 (13.00%) Artificial Intelligence
9 26 (13.00%) Machine Learning
10 25 (12.50%) Data Science
11 19 (9.50%) Mathematical Modelling
12 16 (8.00%) Computer Science
12 16 (8.00%) Test Automation
13 14 (7.00%) Data Modelling
13 14 (7.00%) Visualisation
14 12 (6.00%) Workflow
Programming Languages
1 200 (100.00%) Python
2 113 (56.50%) JavaScript
2 113 (56.50%) TypeScript
3 108 (54.00%) Java
4 49 (24.50%) SQL
5 19 (9.50%) C++
6 12 (6.00%) Rust
7 8 (4.00%) C#
7 8 (4.00%) Scala
8 7 (3.50%) Ruby
9 4 (2.00%) Bicep
10 2 (1.00%) R
10 2 (1.00%) Shell Script
11 1 (0.50%) Clojure
11 1 (0.50%) Groovy
Qualifications
1 16 (8.00%) Degree
2 7 (3.50%) Master's Degree
3 2 (1.00%) Security Cleared
4 1 (0.50%) Computer Science Degree
4 1 (0.50%) DV Cleared
4 1 (0.50%) Numerate Degree
4 1 (0.50%) PhD
4 1 (0.50%) SC Cleared
Quality Assurance & Compliance
1 36 (18.00%) Data Quality
2 1 (0.50%) Accessibility
2 1 (0.50%) MiFID
2 1 (0.50%) WCAG
System Software
1 12 (6.00%) Docker
Systems Management
1 17 (8.50%) Kubernetes
2 6 (3.00%) Kubeflow
2 6 (3.00%) Terraform
3 4 (2.00%) Argo
Vendors
1 6 (3.00%) Databricks
2 5 (2.50%) Confluent
3 3 (1.50%) Google
4 1 (0.50%) Bloomberg
4 1 (0.50%) Cloudera
4 1 (0.50%) OpenLink
4 1 (0.50%) Palantir
4 1 (0.50%) Reuters
4 1 (0.50%) SAP
4 1 (0.50%) Sun