Pandas Jobs with Work from Home Options

Pandas
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Pandas skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Pandas over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 139 456 540
Rank change year-on-year +317 +84 -34
Permanent jobs citing Pandas 630 124 414
As % of all permanent jobs with a WFH option 2.26% 0.38% 0.53%
As % of the Libraries, Frameworks & Software Standards category 8.77% 1.16% 1.18%
Number of salaries quoted 577 116 154
10th Percentile £85,000 £52,500 £55,000
25th Percentile £97,500 £64,491 £67,813
Median annual salary (50th Percentile) £135,000 £82,500 £85,000
Median % change year-on-year +63.64% -2.94% +14.48%
75th Percentile £148,750 £120,000 £116,250
90th Percentile £165,000 £150,000 £143,750
UK median annual salary £125,000 £78,750 £90,000
% change year-on-year +58.73% -12.50% +28.57%

All Software Libraries and Frameworks
Work from Home

Pandas falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,187 10,711 34,988
As % of all permanent jobs with a WFH option 25.73% 32.64% 44.56%
Number of salaries quoted 5,753 8,589 17,752
10th Percentile £40,000 £41,450 £40,000
25th Percentile £47,500 £51,250 £47,000
Median annual salary (50th Percentile) £62,500 £65,351 £62,500
Median % change year-on-year -4.36% +4.56% +13.64%
75th Percentile £83,750 £85,000 £82,500
90th Percentile £117,500 £105,000 £95,000
UK median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +13.04%

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 26 July 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
1 551 (87.46%) Apache Airflow
2 512 (81.27%) Apache
3 7 (1.11%) Apache Spark
4 6 (0.95%) Luigi
Business Applications
1 1 (0.16%) Data Workbench
Cloud Services
1 567 (90.00%) AWS
2 534 (84.76%) dbt
3 472 (74.92%) Snowflake
4 309 (49.05%) GCP
5 74 (11.75%) Amazon ECS
5 74 (11.75%) Amazon EKS
6 72 (11.43%) Amazon EC2
7 63 (10.00%) Azure
8 30 (4.76%) Dagster
9 8 (1.27%) Serverless
10 6 (0.95%) AWS Lambda
10 6 (0.95%) SaaS
11 5 (0.79%) GitHub
12 4 (0.63%) Azure Data Factory
13 3 (0.48%) AWS CloudTrail
13 3 (0.48%) Azure Logic Apps
13 3 (0.48%) Cloud Computing
13 3 (0.48%) iPaaS
13 3 (0.48%) Power Platform
14 2 (0.32%) GitHub Actions
Database & Business Intelligence
1 531 (84.29%) Amazon Athena
1 531 (84.29%) Dremio
2 501 (79.52%) Apache Arrow
2 501 (79.52%) Apache Ignite
3 498 (79.05%) Data Lake
4 46 (7.30%) Tableau
5 13 (2.06%) Big Data
6 7 (1.11%) PostgreSQL
6 7 (1.11%) Redis
7 6 (0.95%) Bigtable
7 6 (0.95%) CouchDB
7 6 (0.95%) Data Warehouse
7 6 (0.95%) Delta Lake
7 6 (0.95%) Elasticsearch
7 6 (0.95%) NoSQL
7 6 (0.95%) RethinkDB
8 4 (0.63%) MySQL
9 3 (0.48%) Power BI
9 3 (0.48%) Relational Database
10 2 (0.32%) Amazon Redshift
Development Applications
1 53 (8.41%) Git
2 3 (0.48%) Octopus Deploy
3 2 (0.32%) CircleCI
3 2 (0.32%) Cypress.io
3 2 (0.32%) GitLab
General
1 560 (88.89%) Finance
2 540 (85.71%) Front Office
3 511 (81.11%) Banking
4 481 (76.35%) Investment Banking
5 58 (9.21%) Social Skills
6 12 (1.90%) Analytical Skills
7 7 (1.11%) Back Office
8 5 (0.79%) Law
9 4 (0.63%) Inclusion and Diversity
10 1 (0.16%) Influencing Skills
10 1 (0.16%) Legal
Job Titles
1 322 (51.11%) Software Engineer
2 244 (38.73%) Python Engineer
3 215 (34.13%) AWS Engineer
3 215 (34.13%) AWS Software Engineer
4 214 (33.97%) Senior
5 212 (33.65%) Python Software Engineer
6 195 (30.95%) Lead
7 177 (28.10%) Java Engineer
7 177 (28.10%) Java Software Engineer
8 160 (25.40%) Senior Software Engineer
9 153 (24.29%) Developer
10 144 (22.86%) Developer/Software Engineer
11 118 (18.73%) Software Developer
12 106 (16.83%) Architect
12 106 (16.83%) Lead Developer
12 106 (16.83%) Lead Software Developer
12 106 (16.83%) Lead Software Engineer
12 106 (16.83%) Software Team Leader
12 106 (16.83%) Solutions Architect
12 106 (16.83%) Team Leader
Libraries, Frameworks & Software Standards
1 547 (86.83%) NumPy
2 533 (84.60%) SciPy
3 509 (80.79%) gRPC
3 509 (80.79%) Protocol Buffers
4 158 (25.08%) PySpark
5 52 (8.25%) scikit-learn
6 48 (7.62%) TensorFlow
7 30 (4.76%) React
8 28 (4.44%) AngularJS
8 28 (4.44%) Vue
9 22 (3.49%) Node.js
9 22 (3.49%) Redux
10 10 (1.59%) Material-UI
11 6 (0.95%) SQLAlchemy
12 5 (0.79%) Flask
13 3 (0.48%) D3.js
13 3 (0.48%) FastAPI
13 3 (0.48%) Plotly
13 3 (0.48%) REST
14 2 (0.32%) Keras
Miscellaneous
1 511 (81.11%) Fixed Income
2 487 (77.30%) Equities
3 483 (76.67%) Derivative
3 483 (76.67%) Foreign Exchange (FX)
4 477 (75.71%) Hedge funds
5 72 (11.43%) Pricing Data
6 52 (8.25%) Algorithms
7 6 (0.95%) Reinsurance
8 3 (0.48%) Data Structures
9 2 (0.32%) Distributed Computing
9 2 (0.32%) Product Ownership
9 2 (0.32%) Renewable Energy
10 1 (0.16%) iPad
10 1 (0.16%) Team-Oriented Environment
Processes & Methodologies
1 563 (89.37%) Software Engineering
2 547 (86.83%) Agile
3 545 (86.51%) Asset Management
4 378 (60.00%) Investment Management
5 204 (32.38%) Line Management
6 175 (27.78%) Greeks
7 72 (11.43%) Migration
8 67 (10.63%) Analytics
9 66 (10.48%) Machine Learning
10 63 (10.00%) Data Science
11 53 (8.41%) Visualisation
12 52 (8.25%) Artificial Intelligence
12 52 (8.25%) Mathematics
13 51 (8.10%) Fintech
13 51 (8.10%) Statistics
14 50 (7.94%) Natural Language Processing
14 50 (7.94%) Predictive Modelling
15 49 (7.78%) Customer Experience
16 47 (7.46%) Actionable Insight
16 47 (7.46%) MLOps
Programming Languages
1 630 (100.00%) Python
2 505 (80.16%) Java
2 505 (80.16%) JavaScript
2 505 (80.16%) TypeScript
3 141 (22.38%) SQL
4 12 (1.90%) Ruby
4 12 (1.90%) Scala
5 6 (0.95%) C#
6 2 (0.32%) C++
7 1 (0.16%) Go
7 1 (0.16%) R
Qualifications
1 66 (10.48%) Degree
2 49 (7.78%) Master's Degree
3 45 (7.14%) DBS Check
4 12 (1.90%) Computer Science Degree
5 2 (0.32%) Numerate Degree
5 2 (0.32%) PhD
6 1 (0.16%) DV Cleared
6 1 (0.16%) Security Cleared
Quality Assurance & Compliance
1 181 (28.73%) Data Quality
2 2 (0.32%) QA
System Software
1 9 (1.43%) Docker
Systems Management
1 11 (1.75%) Kubernetes
2 8 (1.27%) Terraform
Vendors
1 60 (9.52%) Bloomberg
1 60 (9.52%) Reuters
2 57 (9.05%) Databricks
3 7 (1.11%) Google
4 3 (0.48%) Microsoft
4 3 (0.48%) SnapLogic
5 2 (0.32%) Dataiku