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

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 254 471 516
Rank change year-on-year +217 +45 +7
Permanent jobs citing Pandas 429 168 409
As % of all permanent jobs with a WFH option 1.23% 0.44% 0.55%
As % of the Libraries, Frameworks & Software Standards category 4.67% 1.32% 1.20%
Number of salaries quoted 377 133 158
10th Percentile £70,000 £52,500 £54,925
25th Percentile £85,000 £67,500 £66,250
Median annual salary (50th Percentile) £132,500 £82,500 £80,000
Median % change year-on-year +60.61% +3.13% +36.17%
75th Percentile £148,750 £120,000 £108,438
90th Percentile £165,000 £148,500 £143,750
UK median annual salary £115,000 £82,500 £87,500
% change year-on-year +39.39% -5.71% +25.00%

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 9,196 12,680 34,102
As % of all permanent jobs with a WFH option 26.47% 32.97% 45.91%
Number of salaries quoted 7,648 9,884 17,213
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,482 £51,250 £46,500
Median annual salary (50th Percentile) £60,000 £65,351 £62,500
Median % change year-on-year -8.19% +4.56% +13.64%
75th Percentile £79,500 £85,000 £81,250
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £67,500 £64,500
% change year-on-year -11.11% +4.65% +17.27%

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 1 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
1 328 (76.46%) Apache Airflow
2 309 (72.03%) Apache
3 6 (1.40%) Apache Spark
3 6 (1.40%) Luigi
Business Applications
1 1 (0.23%) Data Workbench
Cloud Services
1 342 (79.72%) AWS
2 307 (71.56%) dbt
3 271 (63.17%) Snowflake
4 175 (40.79%) GCP
5 42 (9.79%) Azure
6 8 (1.86%) Serverless
7 6 (1.40%) Dagster
8 5 (1.17%) AWS Lambda
8 5 (1.17%) Azure Data Factory
8 5 (1.17%) GitHub
8 5 (1.17%) Power Platform
8 5 (1.17%) SaaS
9 3 (0.70%) Azure DevOps
9 3 (0.70%) Azure Logic Apps
9 3 (0.70%) Cloud Computing
9 3 (0.70%) iPaaS
10 2 (0.47%) Amazon ECS
10 2 (0.47%) Amazon EKS
10 2 (0.47%) AWS CloudTrail
10 2 (0.47%) Azure Event Grid
Database & Business Intelligence
1 304 (70.86%) Amazon Athena
1 304 (70.86%) Dremio
2 298 (69.46%) Apache Arrow
2 298 (69.46%) Apache Ignite
3 276 (64.34%) Data Lake
4 48 (11.19%) Tableau
5 11 (2.56%) Big Data
6 9 (2.10%) Data Warehouse
6 9 (2.10%) Delta Lake
7 6 (1.40%) Bigtable
7 6 (1.40%) CouchDB
7 6 (1.40%) Elasticsearch
7 6 (1.40%) NoSQL
7 6 (1.40%) PostgreSQL
7 6 (1.40%) Redis
7 6 (1.40%) RethinkDB
8 5 (1.17%) Power BI
9 3 (0.70%) BigQuery
9 3 (0.70%) Relational Database
10 2 (0.47%) Amazon Redshift
Development Applications
1 52 (12.12%) Git
2 3 (0.70%) Octopus Deploy
3 2 (0.47%) CircleCI
3 2 (0.47%) Cypress.io
3 2 (0.47%) GitLab
General
1 353 (82.28%) Finance
2 316 (73.66%) Front Office
3 303 (70.63%) Banking
4 280 (65.27%) Investment Banking
5 64 (14.92%) Social Skills
6 14 (3.26%) Analytical Skills
7 10 (2.33%) Back Office
8 6 (1.40%) Inclusion and Diversity
9 4 (0.93%) Law
10 2 (0.47%) Public Sector
11 1 (0.23%) Influencing Skills
11 1 (0.23%) Legal
Job Titles
1 201 (46.85%) Software Engineer
2 168 (39.16%) Senior
3 148 (34.50%) Python Engineer
4 139 (32.40%) Python Software Engineer
5 126 (29.37%) Lead
6 124 (28.90%) AWS Engineer
6 124 (28.90%) AWS Software Engineer
7 107 (24.94%) Senior Software Engineer
8 104 (24.24%) Developer
9 101 (23.54%) Java Engineer
9 101 (23.54%) Java Software Engineer
10 96 (22.38%) Developer/Software Engineer
11 79 (18.41%) Data Scientist
12 74 (17.25%) Python Developer
13 66 (15.38%) Software Developer
14 64 (14.92%) Senior Data Scientist
15 62 (14.45%) Senior Java Engineer
15 62 (14.45%) Senior Java Software Engineer
16 58 (13.52%) Technical Leader
17 56 (13.05%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 317 (73.89%) NumPy
2 310 (72.26%) gRPC
2 310 (72.26%) Protocol Buffers
3 304 (70.86%) SciPy
4 61 (14.22%) PySpark
5 52 (12.12%) scikit-learn
6 51 (11.89%) TensorFlow
7 34 (7.93%) React
8 32 (7.46%) AngularJS
9 30 (6.99%) Vue
10 20 (4.66%) Node.js
10 20 (4.66%) Redux
11 14 (3.26%) Material-UI
12 12 (2.80%) XGBoost
13 6 (1.40%) SQLAlchemy
14 4 (0.93%) .NET
14 4 (0.93%) PyTorch
15 3 (0.70%) REST
16 2 (0.47%) Flask
16 2 (0.47%) Keras
Miscellaneous
1 312 (72.73%) Fixed Income
2 288 (67.13%) Derivative
2 288 (67.13%) Equities
3 286 (66.67%) Foreign Exchange (FX)
4 276 (64.34%) Hedge funds
5 50 (11.66%) Algorithms
6 42 (9.79%) Pricing Data
7 18 (4.20%) Data Structures
8 5 (1.17%) Reinsurance
9 3 (0.70%) Product Ownership
10 2 (0.47%) Distributed Computing
10 2 (0.47%) Renewable Energy
11 1 (0.23%) iPad
11 1 (0.23%) Team-Oriented Environment
Processes & Methodologies
1 336 (78.32%) Software Engineering
2 335 (78.09%) Agile
3 322 (75.06%) Asset Management
4 258 (60.14%) Investment Management
5 116 (27.04%) Greeks
6 104 (24.24%) Line Management
7 86 (20.05%) Machine Learning
8 82 (19.11%) Data Science
9 71 (16.55%) Artificial Intelligence
10 70 (16.32%) Natural Language Processing
11 58 (13.52%) Decision-Making
12 55 (12.82%) Customer Experience
13 54 (12.59%) Statistics
14 53 (12.35%) Mathematics
15 52 (12.12%) Visualisation
16 51 (11.89%) Generative AI
16 51 (11.89%) Propensity Modelling
17 50 (11.66%) Analytics
17 50 (11.66%) Predictive Modelling
18 47 (10.96%) Storytelling
Programming Languages
1 429 (100.00%) Python
2 308 (71.79%) JavaScript
3 306 (71.33%) TypeScript
4 280 (65.27%) Java
5 94 (21.91%) SQL
6 12 (2.80%) Ruby
6 12 (2.80%) Scala
7 7 (1.63%) C#
8 3 (0.70%) R
Qualifications
1 63 (14.69%) Degree
2 47 (10.96%) Master's Degree
3 45 (10.49%) DBS Check
4 12 (2.80%) Computer Science Degree
5 2 (0.47%) Numerate Degree
6 1 (0.23%) DV Cleared
6 1 (0.23%) PhD
6 1 (0.23%) Security Cleared
Quality Assurance & Compliance
1 121 (28.21%) Data Quality
2 3 (0.70%) QA
System Software
1 10 (2.33%) Docker
Systems Management
1 12 (2.80%) Kubernetes
2 5 (1.17%) Terraform
Vendors
1 59 (13.75%) Databricks
2 9 (2.10%) Google
3 3 (0.70%) Microsoft
3 3 (0.70%) SnapLogic
4 2 (0.47%) Calypso
4 2 (0.47%) Dataiku
4 2 (0.47%) Splunk