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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 290 472 520
Rank change year-on-year +182 +48 -15
Permanent jobs citing Pandas 366 190 373
As % of all permanent jobs with a WFH option 1.08% 0.47% 0.53%
As % of the Libraries, Frameworks & Software Standards category 4.05% 1.38% 1.17%
Number of salaries quoted 316 147 154
10th Percentile £69,359 £52,500 £55,000
25th Percentile £88,012 £67,500 £65,000
Median annual salary (50th Percentile) £135,000 £85,000 £80,000
Median % change year-on-year +58.82% +6.25% +39.13%
75th Percentile £148,750 £120,000 £100,938
90th Percentile £165,000 £142,500 £142,625
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 9,027 13,731 31,831
As % of all permanent jobs with a WFH option 26.66% 33.98% 45.26%
Number of salaries quoted 7,527 10,302 17,070
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £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 £86,250 £81,250
90th Percentile £100,000 £103,750 £95,000
UK median annual salary £60,000 £67,500 £63,750
% change year-on-year -11.11% +5.88% +15.91%

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 18 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
1 265 (72.40%) Apache Airflow
2 252 (68.85%) Apache
3 6 (1.64%) Apache Spark
4 4 (1.09%) Luigi
Business Applications
1 1 (0.27%) Data Workbench
Cloud Services
1 280 (76.50%) AWS
2 246 (67.21%) dbt
3 217 (59.29%) Snowflake
4 147 (40.16%) GCP
5 36 (9.84%) Azure
6 8 (2.19%) Serverless
7 6 (1.64%) Azure Data Factory
7 6 (1.64%) Power Platform
8 5 (1.37%) GitHub
8 5 (1.37%) SaaS
9 4 (1.09%) AWS Lambda
9 4 (1.09%) Azure DevOps
10 3 (0.82%) Azure Event Grid
10 3 (0.82%) Azure Logic Apps
10 3 (0.82%) Google Analytics
10 3 (0.82%) iPaaS
11 2 (0.55%) Amazon EKS
11 2 (0.55%) Amazon EMR
11 2 (0.55%) Amazon S3
11 2 (0.55%) Cloud Computing
Database & Business Intelligence
1 243 (66.39%) Amazon Athena
1 243 (66.39%) Apache Arrow
1 243 (66.39%) Apache Ignite
1 243 (66.39%) Dremio
2 218 (59.56%) Data Lake
3 49 (13.39%) Tableau
4 9 (2.46%) Data Warehouse
4 9 (2.46%) Delta Lake
5 8 (2.19%) Big Data
6 7 (1.91%) NoSQL
7 6 (1.64%) Power BI
8 4 (1.09%) BigQuery
8 4 (1.09%) Bigtable
8 4 (1.09%) CouchDB
8 4 (1.09%) Elasticsearch
8 4 (1.09%) PostgreSQL
8 4 (1.09%) Redis
8 4 (1.09%) RethinkDB
9 3 (0.82%) QlikView
9 3 (0.82%) Relational Database
Development Applications
1 49 (13.39%) Git
2 3 (0.82%) Octopus Deploy
3 2 (0.55%) CircleCI
3 2 (0.55%) Cypress.io
3 2 (0.55%) GitLab
General
1 292 (79.78%) Finance
2 255 (69.67%) Front Office
3 246 (67.21%) Banking
4 229 (62.57%) Investment Banking
5 59 (16.12%) Social Skills
6 12 (3.28%) Analytical Skills
7 10 (2.73%) Back Office
8 8 (2.19%) Inclusion and Diversity
9 3 (0.82%) Law
9 3 (0.82%) Public Sector
10 1 (0.27%) Influencing Skills
10 1 (0.27%) Legal
10 1 (0.27%) Pharmaceutical
Job Titles
1 166 (45.36%) Software Engineer
2 144 (39.34%) Senior
3 115 (31.42%) Python Engineer
4 113 (30.87%) Python Software Engineer
5 107 (29.23%) Lead
6 97 (26.50%) AWS Engineer
6 97 (26.50%) AWS Software Engineer
7 94 (25.68%) Developer
8 85 (23.22%) Developer/Software Engineer
8 85 (23.22%) Senior Software Engineer
9 79 (21.58%) Java Engineer
9 79 (21.58%) Java Software Engineer
10 75 (20.49%) Data Scientist
11 67 (18.31%) Python Developer
12 63 (17.21%) Senior Data Scientist
13 59 (16.12%) Software Developer
14 48 (13.11%) Architect
14 48 (13.11%) Lead Developer
14 48 (13.11%) Solutions Architect
14 48 (13.11%) Team Leader
Libraries, Frameworks & Software Standards
1 258 (70.49%) NumPy
2 255 (69.67%) gRPC
2 255 (69.67%) Protocol Buffers
3 243 (66.39%) SciPy
4 52 (14.21%) PySpark
5 50 (13.66%) scikit-learn
5 50 (13.66%) TensorFlow
6 30 (8.20%) React
7 28 (7.65%) AngularJS
8 26 (7.10%) Vue
9 16 (4.37%) Node.js
9 16 (4.37%) Redux
10 14 (3.83%) Material-UI
11 12 (3.28%) XGBoost
12 5 (1.37%) .NET
12 5 (1.37%) PyTorch
13 4 (1.09%) REST
13 4 (1.09%) SQLAlchemy
14 2 (0.55%) Flask
15 1 (0.27%) FastAPI
Miscellaneous
1 256 (69.95%) Fixed Income
2 237 (64.75%) Derivative
3 236 (64.48%) Equities
4 234 (63.93%) Foreign Exchange (FX)
5 225 (61.48%) Hedge funds
6 50 (13.66%) Algorithms
7 30 (8.20%) Pricing Data
8 18 (4.92%) Data Structures
9 4 (1.09%) Product Ownership
10 2 (0.55%) Distributed Computing
10 2 (0.55%) Reinsurance
11 1 (0.27%) iPad
11 1 (0.27%) Life Science
11 1 (0.27%) Renewable Energy
11 1 (0.27%) Robotics
11 1 (0.27%) Team-Oriented Environment
Processes & Methodologies
1 274 (74.86%) Software Engineering
2 273 (74.59%) Agile
3 259 (70.77%) Asset Management
4 210 (57.38%) Investment Management
5 92 (25.14%) Greeks
6 88 (24.04%) Line Management
7 83 (22.68%) Machine Learning
8 78 (21.31%) Data Science
9 72 (19.67%) Artificial Intelligence
10 68 (18.58%) Natural Language Processing
11 57 (15.57%) Decision-Making
12 55 (15.03%) Customer Experience
13 54 (14.75%) Mathematics
13 54 (14.75%) Statistics
14 52 (14.21%) Visualisation
15 51 (13.93%) Generative AI
15 51 (13.93%) Propensity Modelling
16 48 (13.11%) Predictive Modelling
16 48 (13.11%) Storytelling
17 47 (12.84%) MLOps
Programming Languages
1 366 (100.00%) Python
2 253 (69.13%) JavaScript
3 251 (68.58%) TypeScript
4 223 (60.93%) Java
5 94 (25.68%) SQL
6 13 (3.55%) Ruby
6 13 (3.55%) Scala
7 8 (2.19%) C#
8 4 (1.09%) R
Qualifications
1 61 (16.67%) Degree
2 48 (13.11%) Master's Degree
3 45 (12.30%) DBS Check
4 9 (2.46%) Computer Science Degree
5 2 (0.55%) Numerate Degree
6 1 (0.27%) DV Cleared
6 1 (0.27%) PhD
6 1 (0.27%) Security Cleared
Quality Assurance & Compliance
1 94 (25.68%) Data Quality
2 4 (1.09%) QA
System Software
1 10 (2.73%) Docker
Systems Management
1 12 (3.28%) Kubernetes
2 5 (1.37%) Terraform
Vendors
1 56 (15.30%) Databricks
2 8 (2.19%) Google
3 3 (0.82%) Microsoft
3 3 (0.82%) SnapLogic
3 3 (0.82%) Splunk
4 2 (0.55%) Calypso
4 2 (0.55%) Dataiku