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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 312 471 522
Rank change year-on-year +159 +51 -13
Permanent jobs citing Pandas 323 199 353
As % of all permanent jobs with a WFH option 0.95% 0.48% 0.51%
As % of the Libraries, Frameworks & Software Standards category 3.59% 1.41% 1.14%
Number of salaries quoted 277 154 157
10th Percentile £68,718 £52,500 £55,000
25th Percentile £89,016 £65,000 £65,000
Median annual salary (50th Percentile) £135,000 £82,500 £80,000
Median % change year-on-year +63.64% +3.13% +39.13%
75th Percentile £148,750 £112,500 £95,000
90th Percentile £165,000 £142,500 £113,250
UK median annual salary £115,000 £85,000 £85,000
% change year-on-year +35.29% - +21.43%

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 8,999 14,099 31,000
As % of all permanent jobs with a WFH option 26.58% 33.91% 45.12%
Number of salaries quoted 7,516 10,587 17,193
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £50,500 £46,500
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +13.64%
75th Percentile £78,750 £86,250 £81,250
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £67,500 £62,750
% change year-on-year -11.11% +7.57% +14.09%

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 8 May 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
1 227 (70.28%) Apache Airflow
2 214 (66.25%) Apache
3 6 (1.86%) Apache Spark
4 4 (1.24%) Luigi
Business Applications
1 1 (0.31%) Data Workbench
Cloud Services
1 242 (74.92%) AWS
2 208 (64.40%) dbt
3 181 (56.04%) Snowflake
4 138 (42.72%) GCP
5 36 (11.15%) Azure
6 6 (1.86%) Power Platform
6 6 (1.86%) Serverless
7 5 (1.55%) Azure Data Factory
7 5 (1.55%) GitHub
7 5 (1.55%) SaaS
8 3 (0.93%) AWS Lambda
8 3 (0.93%) Azure DevOps
8 3 (0.93%) Azure Logic Apps
8 3 (0.93%) Google Analytics
8 3 (0.93%) iPaaS
9 2 (0.62%) Amazon ECS
9 2 (0.62%) Amazon EKS
9 2 (0.62%) Azure Event Grid
9 2 (0.62%) Cloud Computing
9 2 (0.62%) GitHub Actions
Database & Business Intelligence
1 205 (63.47%) Amazon Athena
1 205 (63.47%) Apache Arrow
1 205 (63.47%) Apache Ignite
1 205 (63.47%) Dremio
2 182 (56.35%) Data Lake
3 44 (13.62%) Tableau
4 9 (2.79%) Data Warehouse
4 9 (2.79%) Delta Lake
5 8 (2.48%) Big Data
6 6 (1.86%) NoSQL
6 6 (1.86%) Power BI
7 4 (1.24%) BigQuery
7 4 (1.24%) Bigtable
7 4 (1.24%) CouchDB
7 4 (1.24%) Elasticsearch
7 4 (1.24%) PostgreSQL
7 4 (1.24%) Redis
7 4 (1.24%) RethinkDB
8 3 (0.93%) Power Query
8 3 (0.93%) Relational Database
Development Applications
1 44 (13.62%) Git
2 3 (0.93%) Octopus Deploy
3 2 (0.62%) CircleCI
3 2 (0.62%) Cypress.io
3 2 (0.62%) GitLab
General
1 254 (78.64%) Finance
2 217 (67.18%) Front Office
3 210 (65.02%) Banking
4 193 (59.75%) Investment Banking
5 54 (16.72%) Social Skills
6 11 (3.41%) Analytical Skills
7 10 (3.10%) Back Office
8 8 (2.48%) Inclusion and Diversity
9 3 (0.93%) Public Sector
10 2 (0.62%) Law
11 1 (0.31%) Influencing Skills
11 1 (0.31%) Legal
11 1 (0.31%) Pharmaceutical
Job Titles
1 140 (43.34%) Software Engineer
2 120 (37.15%) Senior
3 95 (29.41%) Lead
4 94 (29.10%) Python Engineer
5 93 (28.79%) Python Software Engineer
6 89 (27.55%) Developer
7 79 (24.46%) Developer/Software Engineer
8 75 (23.22%) AWS Engineer
8 75 (23.22%) AWS Software Engineer
9 70 (21.67%) Data Scientist
10 66 (20.43%) Senior Software Engineer
11 64 (19.81%) Python Developer
12 61 (18.89%) Java Engineer
12 61 (18.89%) Java Software Engineer
13 58 (17.96%) Senior Data Scientist
14 55 (17.03%) Software Developer
15 44 (13.62%) Architect
15 44 (13.62%) Lead Developer
15 44 (13.62%) Solutions Architect
15 44 (13.62%) Team Leader
Libraries, Frameworks & Software Standards
1 221 (68.42%) NumPy
2 217 (67.18%) gRPC
2 217 (67.18%) Protocol Buffers
3 205 (63.47%) SciPy
4 47 (14.55%) PySpark
5 46 (14.24%) scikit-learn
5 46 (14.24%) TensorFlow
6 28 (8.67%) React
7 26 (8.05%) AngularJS
8 24 (7.43%) Vue
9 14 (4.33%) Material-UI
9 14 (4.33%) Node.js
9 14 (4.33%) Redux
10 12 (3.72%) XGBoost
11 6 (1.86%) PyTorch
12 5 (1.55%) .NET
13 4 (1.24%) SQLAlchemy
14 3 (0.93%) REST
15 2 (0.62%) Flask
16 1 (0.31%) FastAPI
Miscellaneous
1 218 (67.49%) Fixed Income
2 202 (62.54%) Derivative
3 200 (61.92%) Equities
4 198 (61.30%) Foreign Exchange (FX)
5 190 (58.82%) Hedge funds
6 46 (14.24%) Algorithms
7 18 (5.57%) Data Structures
7 18 (5.57%) Pricing Data
8 3 (0.93%) Product Ownership
9 2 (0.62%) Distributed Computing
9 2 (0.62%) Reinsurance
10 1 (0.31%) iPad
10 1 (0.31%) Life Science
10 1 (0.31%) Renewable Energy
10 1 (0.31%) Robotics
10 1 (0.31%) Team-Oriented Environment
Processes & Methodologies
1 236 (73.07%) Software Engineering
2 234 (72.45%) Agile
3 221 (68.42%) Asset Management
4 179 (55.42%) Investment Management
5 80 (24.77%) Line Management
6 78 (24.15%) Machine Learning
7 76 (23.53%) Greeks
8 74 (22.91%) Data Science
9 67 (20.74%) Artificial Intelligence
10 63 (19.50%) Natural Language Processing
11 52 (16.10%) Decision-Making
12 50 (15.48%) Customer Experience
12 50 (15.48%) Mathematics
13 49 (15.17%) Statistics
14 47 (14.55%) Visualisation
15 46 (14.24%) Generative AI
15 46 (14.24%) Propensity Modelling
16 45 (13.93%) Analytics
17 43 (13.31%) Predictive Modelling
17 43 (13.31%) Storytelling
Programming Languages
1 323 (100.00%) Python
2 215 (66.56%) JavaScript
3 213 (65.94%) TypeScript
4 187 (57.89%) Java
5 88 (27.24%) SQL
6 13 (4.02%) Ruby
6 13 (4.02%) Scala
7 8 (2.48%) C#
8 4 (1.24%) R
Qualifications
1 57 (17.65%) Degree
2 44 (13.62%) Master's Degree
3 40 (12.38%) DBS Check
4 9 (2.79%) Computer Science Degree
5 2 (0.62%) Numerate Degree
5 2 (0.62%) PhD
6 1 (0.31%) DV Cleared
6 1 (0.31%) Security Cleared
Quality Assurance & Compliance
1 78 (24.15%) Data Quality
2 3 (0.93%) QA
System Software
1 10 (3.10%) Docker
Systems Management
1 12 (3.72%) Kubernetes
2 5 (1.55%) Terraform
Vendors
1 51 (15.79%) Databricks
2 8 (2.48%) Google
3 3 (0.93%) Microsoft
3 3 (0.93%) SnapLogic
3 3 (0.93%) Splunk
4 2 (0.62%) Calypso
4 2 (0.62%) Dataiku