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

6 months to
15 May 2024
Same period 2023 Same period 2022
Rank 202 276 328
Rank change year-on-year +74 +52 +20
Contract jobs citing Pandas 197 227 307
As % of all contract jobs advertised in London 1.13% 0.88% 0.80%
As % of the Libraries, Frameworks & Software Standards category 4.42% 3.23% 2.56%
Number of daily rates quoted 174 152 213
10th Percentile £513 £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 - £973 £748
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 4,452 7,024 11,970
As % of all contract IT jobs advertised in London 25.50% 27.10% 31.05%
Number of daily rates quoted 3,327 5,265 9,281
10th Percentile £377 £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 £703
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 39 67
10th Percentile £16.25 £30.60 £32.00
25th Percentile £23.80 £41.63 £35.00
Median hourly rate £40.00 £67.50 £48.58
Median % change year-on-year -40.74% +38.95% -2.50%
75th Percentile £63.13 £75.00 £68.13
90th Percentile £72.60 £82.40 £79.05
England median hourly rate £47.50 £65.00 £50.50
% change year-on-year -26.92% +28.71% +10.99%

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 15 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 15 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 +17 11 £525 -8.70% 5
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
1 121 (61.42%) Apache Airflow
2 108 (54.82%) Apache
3 6 (3.05%) Tornado
4 4 (2.03%) Luigi
5 3 (1.52%) Apache Spark
5 3 (1.52%) Jupyter
Applications
1 1 (0.51%) CPLEX
Business Applications
1 1 (0.51%) Endur
Cloud Services
1 134 (68.02%) AWS
2 104 (52.79%) dbt
3 84 (42.64%) Snowflake
4 83 (42.13%) GCP
5 37 (18.78%) Azure
6 12 (6.09%) GitHub
7 11 (5.58%) Azure DevOps
8 9 (4.57%) Serverless
9 6 (3.05%) Amazon S3
9 6 (3.05%) Azure Key Vault
9 6 (3.05%) Vertex AI
10 5 (2.54%) Dagster
11 4 (2.03%) Azure Data Factory
12 2 (1.02%) Amazon ECS
12 2 (1.02%) Amazon Kinesis
12 2 (1.02%) Cloud Computing
13 1 (0.51%) Amazon SQS
13 1 (0.51%) AWS CloudFormation
13 1 (0.51%) AWS Lambda
13 1 (0.51%) GitHub Actions
Communications & Networking
1 1 (0.51%) FTP
Database & Business Intelligence
1 103 (52.28%) Amazon Athena
2 102 (51.78%) Apache Arrow
2 102 (51.78%) Apache Ignite
2 102 (51.78%) Dremio
3 83 (42.13%) Data Lake
4 16 (8.12%) NoSQL
5 12 (6.09%) Big Data
6 7 (3.55%) PostgreSQL
6 7 (3.55%) SQL Server
7 6 (3.05%) BigQuery
8 4 (2.03%) Amazon Aurora
9 2 (1.02%) Amazon RDS
9 2 (1.02%) Relational Database
10 1 (0.51%) Amazon Redshift
10 1 (0.51%) Data Warehouse
10 1 (0.51%) DynamoDB
10 1 (0.51%) Flink
10 1 (0.51%) MongoDB
10 1 (0.51%) Neo4j
10 1 (0.51%) Tableau
Development Applications
1 7 (3.55%) Git
2 6 (3.05%) MLflow
3 5 (2.54%) GitLab
4 2 (1.02%) Cypress.io
4 2 (1.02%) webpack
5 1 (0.51%) Jenkins
5 1 (0.51%) Poetry
5 1 (0.51%) Robot Framework
5 1 (0.51%) Selenium
General
1 140 (71.07%) Finance
2 131 (66.50%) Front Office
3 104 (52.79%) Banking
4 96 (48.73%) Investment Banking
5 11 (5.58%) Social Skills
6 9 (4.57%) Analytical Skills
7 4 (2.03%) Presentation Skills
8 3 (1.52%) Retail
9 2 (1.02%) Inclusion and Diversity
9 2 (1.02%) Law
9 2 (1.02%) Marketing
10 1 (0.51%) Corporate Banking
10 1 (0.51%) Retail Banking
Job Titles
1 78 (39.59%) Developer
2 76 (38.58%) Software Engineer
3 68 (34.52%) Python Engineer
4 59 (29.95%) Senior
5 53 (26.90%) Python Developer
6 49 (24.87%) Python Software Engineer
7 45 (22.84%) Developer/Software Engineer
8 44 (22.34%) AWS Engineer
9 39 (19.80%) AWS Software Engineer
10 38 (19.29%) Lead
11 37 (18.78%) Senior Software Engineer
12 32 (16.24%) Software Developer
13 31 (15.74%) Java Engineer
13 31 (15.74%) Java Software Engineer
14 24 (12.18%) Architect
14 24 (12.18%) Lead Developer
14 24 (12.18%) Lead Software Engineer
14 24 (12.18%) Software Team Leader
14 24 (12.18%) Solutions Architect
14 24 (12.18%) Team Leader
Libraries, Frameworks & Software Standards
1 160 (81.22%) NumPy
2 129 (65.48%) SciPy
3 112 (56.85%) gRPC
4 108 (54.82%) Protocol Buffers
5 21 (10.66%) React
6 16 (8.12%) scikit-learn
7 15 (7.61%) Node.js
8 14 (7.11%) AngularJS
9 13 (6.60%) Vue
10 12 (6.09%) TensorFlow
11 10 (5.08%) Flask
11 10 (5.08%) PySpark
12 9 (4.57%) Redux
12 9 (4.57%) REST
13 8 (4.06%) Django
13 8 (4.06%) Kafka
13 8 (4.06%) Material-UI
13 8 (4.06%) Matplotlib
14 7 (3.55%) FastAPI
14 7 (3.55%) pytest
Miscellaneous
1 113 (57.36%) Derivative
2 107 (54.31%) Fixed Income
3 99 (50.25%) Equities
4 95 (48.22%) Foreign Exchange (FX)
5 92 (46.70%) Hedge funds
6 19 (9.64%) Algorithms
7 8 (4.06%) Data Structures
7 8 (4.06%) Pricing Data
8 6 (3.05%) Analytical Mindset
9 4 (2.03%) Distributed Systems
9 4 (2.03%) Renewable Energy
9 4 (2.03%) Solar Panel
10 2 (1.02%) Multi-touch
11 1 (0.51%) Data Protection Act
11 1 (0.51%) Hybrid Cloud
11 1 (0.51%) Linux Command Line
11 1 (0.51%) Product Ownership
Operating Systems
1 6 (3.05%) Linux
Processes & Methodologies
1 142 (72.08%) Software Engineering
2 122 (61.93%) Agile
3 110 (55.84%) Asset Management
4 83 (42.13%) Investment Management
5 44 (22.34%) Line Management
6 39 (19.80%) CI/CD
7 31 (15.74%) Greeks
7 31 (15.74%) Mathematics
8 30 (15.23%) DevOps
9 29 (14.72%) Data Pipeline
10 26 (13.20%) Analytics
10 26 (13.20%) Artificial Intelligence
11 24 (12.18%) Machine Learning
12 22 (11.17%) Data Science
13 19 (9.64%) Mathematical Modelling
14 16 (8.12%) Computer Science
15 15 (7.61%) Test Automation
16 14 (7.11%) Visualisation
17 13 (6.60%) Data Modelling
18 11 (5.58%) Data Analysis
Programming Languages
1 197 (100.00%) Python
2 113 (57.36%) JavaScript
2 113 (57.36%) TypeScript
3 108 (54.82%) Java
4 46 (23.35%) SQL
5 19 (9.64%) C++
6 12 (6.09%) Rust
7 8 (4.06%) C#
7 8 (4.06%) Scala
8 7 (3.55%) Ruby
9 4 (2.03%) Bicep
10 2 (1.02%) R
11 1 (0.51%) Clojure
11 1 (0.51%) Groovy
11 1 (0.51%) Shell Script
Qualifications
1 16 (8.12%) Degree
2 7 (3.55%) Master's Degree
3 2 (1.02%) Security Cleared
4 1 (0.51%) Computer Science Degree
4 1 (0.51%) DV Cleared
4 1 (0.51%) Numerate Degree
4 1 (0.51%) PhD
4 1 (0.51%) SC Cleared
Quality Assurance & Compliance
1 35 (17.77%) Data Quality
2 1 (0.51%) Accessibility
2 1 (0.51%) MiFID
2 1 (0.51%) WCAG
System Software
1 11 (5.58%) Docker
Systems Management
1 16 (8.12%) Kubernetes
2 6 (3.05%) Kubeflow
3 4 (2.03%) Argo
3 4 (2.03%) Terraform
Vendors
1 6 (3.05%) Databricks
2 5 (2.54%) Confluent
3 3 (1.52%) Google
4 1 (0.51%) Bloomberg
4 1 (0.51%) Cloudera
4 1 (0.51%) OpenLink
4 1 (0.51%) Palantir
4 1 (0.51%) Reuters
4 1 (0.51%) SAP
4 1 (0.51%) Sun