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 8 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 191 266 334
Rank change year-on-year +75 +68 +24
Contract jobs citing Pandas 229 226 305
As % of all contract jobs advertised in London 1.30% 0.90% 0.78%
As % of the Libraries, Frameworks & Software Standards category 4.94% 3.37% 2.54%
Number of daily rates quoted 207 154 220
10th Percentile £513 £407 £500
25th Percentile £663 £500 £538
Median daily rate (50th Percentile) £800 £700 £600
Median % change year-on-year +14.29% +16.67% +9.09%
75th Percentile £888 £851 £675
90th Percentile - £940 £750
England median daily rate £800 £675 £600
% change year-on-year +18.52% +12.50% +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 4,635 6,704 12,003
As % of all contract IT jobs advertised in London 26.40% 26.56% 30.81%
Number of daily rates quoted 3,428 5,040 9,327
10th Percentile £375 £413 £425
25th Percentile £463 £488 £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 29 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% -14.62%
75th Percentile £62.50 £75.00 £67.50
90th Percentile £75.00 £83.70 £75.39
England median hourly rate £48.43 £65.00 £53.00
% change year-on-year -25.49% +22.64% +15.22%

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 8 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 8 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 +16 14 £525 -8.70% 3
East London -3 1 £800 +36.17%
West London - 1 £525 - 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
1 155 (67.69%) Apache Airflow
2 141 (61.57%) Apache
3 6 (2.62%) Jupyter
4 4 (1.75%) Luigi
5 2 (0.87%) Apache Spark
Applications
1 1 (0.44%) CPLEX
Business Applications
1 1 (0.44%) Endur
Cloud Services
1 173 (75.55%) AWS
2 138 (60.26%) dbt
3 120 (52.40%) Snowflake
4 99 (43.23%) GCP
5 36 (15.72%) Azure
6 13 (5.68%) Azure DevOps
7 11 (4.80%) GitHub
8 8 (3.49%) Serverless
9 7 (3.06%) Amazon S3
9 7 (3.06%) Dagster
10 6 (2.62%) Amazon ECS
11 4 (1.75%) Amazon EC2
11 4 (1.75%) Amazon EKS
11 4 (1.75%) Azure Data Factory
11 4 (1.75%) Vertex AI
12 2 (0.87%) Cloud Computing
13 1 (0.44%) Amazon Bedrock
13 1 (0.44%) Amazon SQS
13 1 (0.44%) AWS CloudFormation
13 1 (0.44%) Azure Machine Learning
Communications & Networking
1 1 (0.44%) FTP
Database & Business Intelligence
1 138 (60.26%) Amazon Athena
1 138 (60.26%) Dremio
2 135 (58.95%) Apache Arrow
2 135 (58.95%) Apache Ignite
3 119 (51.97%) Data Lake
4 15 (6.55%) NoSQL
5 8 (3.49%) Big Data
5 8 (3.49%) PostgreSQL
6 5 (2.18%) BigQuery
7 4 (1.75%) Amazon Aurora
8 2 (0.87%) Amazon RDS
8 2 (0.87%) Relational Database
8 2 (0.87%) Tableau
9 1 (0.44%) Data Mining
9 1 (0.44%) Data Warehouse
9 1 (0.44%) MongoDB
9 1 (0.44%) Neo4j
9 1 (0.44%) SQL Server
Development Applications
1 11 (4.80%) Git
2 5 (2.18%) GitLab
3 4 (1.75%) MLflow
4 3 (1.31%) Jenkins
4 3 (1.31%) Selenium
5 2 (0.87%) Cypress.io
5 2 (0.87%) webpack
6 1 (0.44%) Robot Framework
General
1 176 (76.86%) Finance
2 168 (73.36%) Front Office
3 132 (57.64%) Banking
4 126 (55.02%) Investment Banking
5 11 (4.80%) Social Skills
6 9 (3.93%) Analytical Skills
7 5 (2.18%) Marketing
8 3 (1.31%) Retail
9 2 (0.87%) Inclusion and Diversity
9 2 (0.87%) Law
9 2 (0.87%) Presentation Skills
10 1 (0.44%) Corporate Banking
10 1 (0.44%) Legal
10 1 (0.44%) Retail Banking
Job Titles
1 98 (42.79%) Software Engineer
2 86 (37.55%) Python Engineer
3 84 (36.68%) Developer
4 76 (33.19%) Senior
5 66 (28.82%) Python Software Engineer
6 60 (26.20%) AWS Engineer
7 57 (24.89%) Python Developer
8 55 (24.02%) AWS Software Engineer
9 53 (23.14%) Developer/Software Engineer
10 51 (22.27%) Senior Software Engineer
11 49 (21.40%) Lead
12 45 (19.65%) Java Engineer
12 45 (19.65%) Java Software Engineer
13 39 (17.03%) Software Developer
14 32 (13.97%) Architect
14 32 (13.97%) Lead Developer
14 32 (13.97%) Lead Software Engineer
14 32 (13.97%) Software Team Leader
14 32 (13.97%) Solutions Architect
14 32 (13.97%) Team Leader
Libraries, Frameworks & Software Standards
1 196 (85.59%) NumPy
2 166 (72.49%) SciPy
3 145 (63.32%) gRPC
4 141 (61.57%) Protocol Buffers
5 19 (8.30%) React
6 18 (7.86%) AngularJS
7 16 (6.99%) PySpark
7 16 (6.99%) scikit-learn
7 16 (6.99%) Vue
8 12 (5.24%) Node.js
8 12 (5.24%) Redux
9 11 (4.80%) Matplotlib
10 9 (3.93%) REST
10 9 (3.93%) TensorFlow
11 8 (3.49%) Material-UI
12 6 (2.62%) pytest
13 5 (2.18%) Flask
13 5 (2.18%) PyTorch
14 4 (1.75%) Plotly
15 3 (1.31%) Kafka
Miscellaneous
1 146 (63.76%) Derivative
2 144 (62.88%) Fixed Income
3 132 (57.64%) Equities
4 128 (55.90%) Foreign Exchange (FX)
5 126 (55.02%) Hedge funds
6 19 (8.30%) Algorithms
7 16 (6.99%) Pricing Data
8 8 (3.49%) Data Structures
9 6 (2.62%) Analytical Mindset
10 4 (1.75%) Distributed Systems
11 2 (0.87%) Renewable Energy
11 2 (0.87%) Solar Panel
12 1 (0.44%) Data Protection Act
12 1 (0.44%) Multi-touch
12 1 (0.44%) Product Ownership
Operating Systems
1 6 (2.62%) Linux
Processes & Methodologies
1 170 (74.24%) Software Engineering
2 155 (67.69%) Agile
3 147 (64.19%) Asset Management
4 107 (46.72%) Investment Management
5 60 (26.20%) Line Management
6 40 (17.47%) Greeks
7 35 (15.28%) CI/CD
8 32 (13.97%) Mathematics
9 26 (11.35%) Analytics
9 26 (11.35%) Data Pipeline
10 24 (10.48%) Artificial Intelligence
11 23 (10.04%) DevOps
12 22 (9.61%) Machine Learning
13 20 (8.73%) Data Science
14 19 (8.30%) Computer Science
14 19 (8.30%) Mathematical Modelling
15 14 (6.11%) Test Automation
16 13 (5.68%) Fintech
17 12 (5.24%) Data Modelling
18 11 (4.80%) Data Analysis
Programming Languages
1 229 (100.00%) Python
2 141 (61.57%) Java
3 140 (61.14%) JavaScript
3 140 (61.14%) TypeScript
4 45 (19.65%) SQL
5 19 (8.30%) C++
6 12 (5.24%) Rust
7 7 (3.06%) C#
7 7 (3.06%) Scala
8 6 (2.62%) Ruby
9 4 (1.75%) Bicep
10 3 (1.31%) Bash
11 1 (0.44%) Clojure
11 1 (0.44%) Groovy
11 1 (0.44%) R
Qualifications
1 16 (6.99%) Degree
2 7 (3.06%) Master's Degree
3 2 (0.87%) Security Cleared
4 1 (0.44%) Computer Science Degree
4 1 (0.44%) DV Cleared
4 1 (0.44%) Numerate Degree
4 1 (0.44%) PhD
4 1 (0.44%) SC Cleared
Quality Assurance & Compliance
1 44 (19.21%) Data Quality
2 3 (1.31%) Actionable Recommendations
3 1 (0.44%) Accessibility
3 1 (0.44%) MiFID
3 1 (0.44%) WCAG
System Software
1 13 (5.68%) Docker
Systems Management
1 12 (5.24%) Kubernetes
2 4 (1.75%) Argo
2 4 (1.75%) Kubeflow
3 2 (0.87%) Terraform
Vendors
1 6 (2.62%) Databricks
2 5 (2.18%) Bloomberg
2 5 (2.18%) Reuters
3 3 (1.31%) Google
4 2 (0.87%) Cloudera
5 1 (0.44%) OpenLink
5 1 (0.44%) Palantir
5 1 (0.44%) SAP