Pandas Jobs with Work from Home Options

Pandas
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Pandas skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pandas over the 6 months to 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 236 476 516
Rank change year-on-year +240 +40 +5
Permanent jobs citing Pandas 470 165 414
As % of all permanent jobs with a WFH option 1.33% 0.44% 0.55%
As % of the Libraries, Frameworks & Software Standards category 5.03% 1.33% 1.20%
Number of salaries quoted 418 131 162
10th Percentile £71,250 £52,500 £52,750
25th Percentile £89,016 £67,500 £66,250
Median annual salary (50th Percentile) £132,500 £82,500 £80,000
Median % change year-on-year +60.61% +3.13% +33.33%
75th Percentile £148,750 £120,000 £108,750
90th Percentile £165,000 £150,000 £143,750
UK median annual salary £115,000 £82,500 £88,750
% change year-on-year +39.39% -7.04% +26.79%

All Software Libraries and Frameworks
Work from Home

Pandas is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,345 12,383 34,609
As % of all permanent jobs with a WFH option 26.49% 32.81% 45.84%
Number of salaries quoted 7,699 9,698 17,347
10th Percentile £38,750 £41,250 £38,750
25th Percentile £46,875 £51,250 £46,250
Median annual salary (50th Percentile) £60,000 £65,351 £62,500
Median % change year-on-year -8.19% +4.56% +13.64%
75th Percentile £80,000 £85,000 £82,500
90th Percentile £102,500 £105,000 £95,000
UK median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +18.18%

Pandas
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Pandas as a proportion of all IT jobs advertised.

Pandas trend for jobs with a WFH option

Pandas
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Pandas.

Pandas salary trend for jobs with a WFH option

Pandas
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Pandas over the 6 months to 9 June 2024.

Pandas salary histogram for jobs with a WFH option

Pandas
Co-occurring Skills and Capabilities with WFH Options 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
1 371 (78.94%) Apache Airflow
2 349 (74.26%) Apache
3 6 (1.28%) Apache Spark
3 6 (1.28%) Luigi
Business Applications
1 1 (0.21%) Data Workbench
Cloud Services
1 384 (81.70%) AWS
2 350 (74.47%) dbt
3 309 (65.74%) Snowflake
4 199 (42.34%) GCP
5 45 (9.57%) Azure
6 14 (2.98%) Amazon ECS
6 14 (2.98%) Amazon EKS
7 12 (2.55%) Amazon EC2
8 9 (1.91%) Dagster
9 8 (1.70%) Serverless
10 5 (1.06%) AWS Lambda
10 5 (1.06%) Azure Data Factory
10 5 (1.06%) GitHub
10 5 (1.06%) SaaS
11 4 (0.85%) Power Platform
12 3 (0.64%) Azure DevOps
12 3 (0.64%) Azure Logic Apps
12 3 (0.64%) Cloud Computing
12 3 (0.64%) iPaaS
13 2 (0.43%) Amazon S3
Database & Business Intelligence
1 347 (73.83%) Amazon Athena
1 347 (73.83%) Dremio
2 338 (71.91%) Apache Arrow
2 338 (71.91%) Apache Ignite
3 317 (67.45%) Data Lake
4 47 (10.00%) Tableau
5 11 (2.34%) Big Data
6 9 (1.91%) Data Warehouse
6 9 (1.91%) Delta Lake
7 6 (1.28%) Bigtable
7 6 (1.28%) CouchDB
7 6 (1.28%) Elasticsearch
7 6 (1.28%) NoSQL
7 6 (1.28%) PostgreSQL
7 6 (1.28%) Redis
7 6 (1.28%) RethinkDB
8 4 (0.85%) Power BI
9 3 (0.64%) Relational Database
10 2 (0.43%) Amazon Redshift
10 2 (0.43%) DynamoDB
Development Applications
1 52 (11.06%) Git
2 3 (0.64%) Octopus Deploy
3 2 (0.43%) CircleCI
3 2 (0.43%) Cypress.io
3 2 (0.43%) GitLab
General
1 396 (84.26%) Finance
2 359 (76.38%) Front Office
3 344 (73.19%) Banking
4 318 (67.66%) Investment Banking
5 64 (13.62%) Social Skills
6 13 (2.77%) Analytical Skills
7 10 (2.13%) Back Office
8 5 (1.06%) Inclusion and Diversity
9 4 (0.85%) Law
10 1 (0.21%) Influencing Skills
10 1 (0.21%) Legal
10 1 (0.21%) Public Sector
Job Titles
1 225 (47.87%) Software Engineer
2 179 (38.09%) Senior
3 167 (35.53%) Python Engineer
4 155 (32.98%) Python Software Engineer
5 144 (30.64%) AWS Engineer
5 144 (30.64%) AWS Software Engineer
6 141 (30.00%) Lead
7 118 (25.11%) Senior Software Engineer
8 116 (24.68%) Developer
9 115 (24.47%) Java Engineer
9 115 (24.47%) Java Software Engineer
10 108 (22.98%) Developer/Software Engineer
11 81 (17.23%) Python Developer
12 78 (16.60%) Data Scientist
13 76 (16.17%) Software Developer
14 70 (14.89%) Senior Java Engineer
14 70 (14.89%) Senior Java Software Engineer
15 66 (14.04%) Lead Software Developer
15 66 (14.04%) Lead Software Engineer
15 66 (14.04%) Software Team Leader
Libraries, Frameworks & Software Standards
1 359 (76.38%) NumPy
2 350 (74.47%) gRPC
2 350 (74.47%) Protocol Buffers
3 347 (73.83%) SciPy
4 76 (16.17%) PySpark
5 52 (11.06%) scikit-learn
6 50 (10.64%) TensorFlow
7 36 (7.66%) React
8 34 (7.23%) AngularJS
9 32 (6.81%) Vue
10 22 (4.68%) Node.js
10 22 (4.68%) Redux
11 14 (2.98%) Material-UI
12 12 (2.55%) XGBoost
13 6 (1.28%) SQLAlchemy
14 3 (0.64%) .NET
14 3 (0.64%) PyTorch
14 3 (0.64%) REST
15 2 (0.43%) Flask
15 2 (0.43%) Keras
Miscellaneous
1 352 (74.89%) Fixed Income
2 326 (69.36%) Derivative
2 326 (69.36%) Equities
3 324 (68.94%) Foreign Exchange (FX)
4 314 (66.81%) Hedge funds
5 50 (10.64%) Algorithms
6 48 (10.21%) Pricing Data
7 18 (3.83%) Data Structures
8 5 (1.06%) Reinsurance
9 3 (0.64%) Product Ownership
10 2 (0.43%) Distributed Computing
10 2 (0.43%) Renewable Energy
11 1 (0.21%) iPad
11 1 (0.21%) Team-Oriented Environment
Processes & Methodologies
1 379 (80.64%) Software Engineering
2 378 (80.43%) Agile
3 365 (77.66%) Asset Management
4 282 (60.00%) Investment Management
5 128 (27.23%) Greeks
6 124 (26.38%) Line Management
7 85 (18.09%) Machine Learning
8 81 (17.23%) Data Science
9 70 (14.89%) Artificial Intelligence
10 69 (14.68%) Natural Language Processing
11 58 (12.34%) Decision-Making
12 55 (11.70%) Customer Experience
13 53 (11.28%) Statistics
14 52 (11.06%) Analytics
14 52 (11.06%) Mathematics
15 51 (10.85%) Generative AI
15 51 (10.85%) Propensity Modelling
15 51 (10.85%) Visualisation
16 50 (10.64%) Predictive Modelling
17 47 (10.00%) Actionable Insight
Programming Languages
1 470 (100.00%) Python
2 348 (74.04%) JavaScript
3 346 (73.62%) TypeScript
4 321 (68.30%) Java
5 105 (22.34%) SQL
6 12 (2.55%) Ruby
6 12 (2.55%) Scala
7 6 (1.28%) C#
8 2 (0.43%) R
Qualifications
1 63 (13.40%) Degree
2 47 (10.00%) Master's Degree
3 45 (9.57%) DBS Check
4 12 (2.55%) Computer Science Degree
5 2 (0.43%) Numerate Degree
6 1 (0.21%) DV Cleared
6 1 (0.21%) PhD
6 1 (0.21%) Security Cleared
Quality Assurance & Compliance
1 133 (28.30%) Data Quality
2 3 (0.64%) QA
System Software
1 10 (2.13%) Docker
Systems Management
1 12 (2.55%) Kubernetes
2 5 (1.06%) Terraform
Vendors
1 59 (12.55%) Databricks
2 12 (2.55%) Bloomberg
2 12 (2.55%) Reuters
3 8 (1.70%) Google
4 3 (0.64%) Microsoft
4 3 (0.64%) SnapLogic
5 2 (0.43%) Calypso
5 2 (0.43%) Dataiku
6 1 (0.21%) Splunk