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 22 June 2024, comparing them to the same period in the previous two years.

6 months to
22 Jun 2024
Same period 2023 Same period 2022
Rank 228 469 520
Rank change year-on-year +241 +51 -6
Permanent jobs citing Pandas 499 165 417
As % of all permanent jobs with a WFH option 1.40% 0.44% 0.55%
As % of the Libraries, Frameworks & Software Standards category 5.28% 1.34% 1.20%
Number of salaries quoted 447 131 165
10th Percentile £74,000 £52,500 £52,500
25th Percentile £90,000 £67,500 £66,250
Median annual salary (50th Percentile) £135,000 £85,000 £80,000
Median % change year-on-year +58.82% +6.25% +28.00%
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 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 9,459 12,282 34,675
As % of all permanent jobs with a WFH option 26.61% 32.77% 45.83%
Number of salaries quoted 7,758 9,665 17,359
10th Percentile £38,750 £41,250 £38,750
25th Percentile £46,750 £51,250 £46,563
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 22 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
1 402 (80.56%) Apache Airflow
2 377 (75.55%) Apache
3 6 (1.20%) Apache Spark
3 6 (1.20%) Luigi
Business Applications
1 1 (0.20%) Data Workbench
Cloud Services
1 414 (82.97%) AWS
2 381 (76.35%) dbt
3 337 (67.54%) Snowflake
4 222 (44.49%) GCP
5 47 (9.42%) Azure
6 26 (5.21%) Amazon ECS
6 26 (5.21%) Amazon EKS
7 24 (4.81%) Amazon EC2
8 12 (2.40%) Dagster
9 7 (1.40%) Serverless
10 5 (1.00%) AWS Lambda
10 5 (1.00%) GitHub
10 5 (1.00%) SaaS
11 4 (0.80%) Azure Data Factory
11 4 (0.80%) Power Platform
12 3 (0.60%) Azure Logic Apps
12 3 (0.60%) Cloud Computing
12 3 (0.60%) iPaaS
13 2 (0.40%) Amazon S3
13 2 (0.40%) GitHub Actions
Database & Business Intelligence
1 378 (75.75%) Amazon Athena
1 378 (75.75%) Dremio
2 366 (73.35%) Apache Arrow
2 366 (73.35%) Apache Ignite
3 348 (69.74%) Data Lake
4 47 (9.42%) Tableau
5 11 (2.20%) Big Data
6 9 (1.80%) Data Warehouse
6 9 (1.80%) Delta Lake
7 6 (1.20%) Bigtable
7 6 (1.20%) CouchDB
7 6 (1.20%) Elasticsearch
7 6 (1.20%) PostgreSQL
7 6 (1.20%) Redis
7 6 (1.20%) RethinkDB
8 5 (1.00%) NoSQL
9 4 (0.80%) Power BI
10 3 (0.60%) Relational Database
11 2 (0.40%) Amazon Redshift
11 2 (0.40%) DynamoDB
Development Applications
1 52 (10.42%) Git
2 3 (0.60%) Octopus Deploy
3 2 (0.40%) CircleCI
3 2 (0.40%) Cypress.io
3 2 (0.40%) GitLab
General
1 426 (85.37%) Finance
2 390 (78.16%) Front Office
3 375 (75.15%) Banking
4 346 (69.34%) Investment Banking
5 64 (12.83%) Social Skills
6 12 (2.40%) Analytical Skills
7 10 (2.00%) Back Office
8 5 (1.00%) Inclusion and Diversity
9 4 (0.80%) Law
10 1 (0.20%) Influencing Skills
10 1 (0.20%) Legal
10 1 (0.20%) Public Sector
Job Titles
1 239 (47.90%) Software Engineer
2 182 (36.47%) Senior
3 176 (35.27%) Python Engineer
4 162 (32.46%) Python Software Engineer
5 154 (30.86%) AWS Engineer
5 154 (30.86%) AWS Software Engineer
5 154 (30.86%) Lead
6 126 (25.25%) Developer
7 122 (24.45%) Java Engineer
7 122 (24.45%) Java Software Engineer
8 121 (24.25%) Senior Software Engineer
9 118 (23.65%) Developer/Software Engineer
10 86 (17.23%) Python Developer
10 86 (17.23%) Software Developer
11 77 (15.43%) Data Scientist
12 76 (15.23%) Architect
12 76 (15.23%) Lead Software Developer
12 76 (15.23%) Lead Software Engineer
12 76 (15.23%) Software Team Leader
12 76 (15.23%) Solutions Architect
Libraries, Frameworks & Software Standards
1 389 (77.96%) NumPy
2 378 (75.75%) gRPC
2 378 (75.75%) Protocol Buffers
2 378 (75.75%) SciPy
3 91 (18.24%) PySpark
4 52 (10.42%) scikit-learn
5 49 (9.82%) TensorFlow
6 36 (7.21%) React
7 34 (6.81%) AngularJS
8 32 (6.41%) Vue
9 22 (4.41%) Node.js
9 22 (4.41%) Redux
10 14 (2.81%) Material-UI
11 12 (2.40%) XGBoost
12 6 (1.20%) SQLAlchemy
13 2 (0.40%) .NET
13 2 (0.40%) Flask
13 2 (0.40%) Keras
13 2 (0.40%) PyTorch
13 2 (0.40%) REST
Miscellaneous
1 380 (76.15%) Fixed Income
2 354 (70.94%) Derivative
2 354 (70.94%) Equities
3 352 (70.54%) Foreign Exchange (FX)
4 342 (68.54%) Hedge funds
5 50 (10.02%) Algorithms
6 48 (9.62%) Pricing Data
7 18 (3.61%) Data Structures
8 5 (1.00%) Reinsurance
9 2 (0.40%) Distributed Computing
9 2 (0.40%) Product Ownership
9 2 (0.40%) Renewable Energy
10 1 (0.20%) iPad
10 1 (0.20%) Team-Oriented Environment
Processes & Methodologies
1 410 (82.16%) Software Engineering
2 408 (81.76%) Agile
3 396 (79.36%) Asset Management
4 294 (58.92%) Investment Management
5 144 (28.86%) Line Management
6 136 (27.25%) Greeks
7 83 (16.63%) Machine Learning
8 80 (16.03%) Data Science
9 69 (13.83%) Artificial Intelligence
10 68 (13.63%) Natural Language Processing
11 58 (11.62%) Decision-Making
12 55 (11.02%) Analytics
12 55 (11.02%) Customer Experience
13 52 (10.42%) Statistics
14 51 (10.22%) Generative AI
14 51 (10.22%) Mathematics
14 51 (10.22%) Propensity Modelling
14 51 (10.22%) Visualisation
15 50 (10.02%) Predictive Modelling
16 47 (9.42%) Actionable Insight
Programming Languages
1 499 (100.00%) Python
2 376 (75.35%) JavaScript
3 374 (74.95%) TypeScript
4 352 (70.54%) Java
5 115 (23.05%) SQL
6 12 (2.40%) Ruby
6 12 (2.40%) Scala
7 5 (1.00%) C#
8 2 (0.40%) R
Qualifications
1 63 (12.63%) Degree
2 47 (9.42%) Master's Degree
3 45 (9.02%) DBS Check
4 12 (2.40%) Computer Science Degree
5 2 (0.40%) Numerate Degree
6 1 (0.20%) DV Cleared
6 1 (0.20%) PhD
6 1 (0.20%) Security Cleared
Quality Assurance & Compliance
1 141 (28.26%) Data Quality
2 2 (0.40%) QA
System Software
1 10 (2.00%) Docker
Systems Management
1 12 (2.40%) Kubernetes
2 5 (1.00%) Terraform
Vendors
1 59 (11.82%) Databricks
2 24 (4.81%) Bloomberg
2 24 (4.81%) Reuters
3 8 (1.60%) Google
4 3 (0.60%) Microsoft
4 3 (0.60%) SnapLogic
5 2 (0.40%) Calypso
5 2 (0.40%) Dataiku
6 1 (0.20%) Splunk