Pandas Jobs in England

Pandas
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England with 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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 426 571 539
Rank change year-on-year +145 -32 +104
Permanent jobs citing Pandas 469 380 829
As % of all permanent jobs advertised in England 0.54% 0.43% 0.61%
As % of the Libraries, Frameworks & Software Standards category 2.69% 1.43% 1.52%
Number of salaries quoted 383 281 393
10th Percentile £60,000 £48,750 £50,000
25th Percentile £85,000 £67,500 £63,750
Median annual salary (50th Percentile) £115,000 £85,000 £90,000
Median % change year-on-year +35.29% -5.56% +28.57%
75th Percentile £148,750 £112,500 £122,500
90th Percentile £165,000 £140,000 £127,500
UK median annual salary £115,000 £85,000 £87,500
% change year-on-year +35.29% -2.86% +25.00%

All Software Libraries and Frameworks
England

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 advertised in England with 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 17,457 26,640 54,424
As % of all permanent jobs advertised in England 20.19% 30.11% 39.73%
Number of salaries quoted 14,130 16,536 26,630
10th Percentile £36,250 £41,250 £38,000
25th Percentile £45,031 £51,250 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% +13.04%
75th Percentile £80,000 £88,750 £85,000
90th Percentile £100,064 £108,750 £100,000
UK median annual salary £60,000 £67,500 £63,750
% change year-on-year -11.11% +5.88% +15.91%

Pandas
Job Vacancy Trend in England

Job postings citing Pandas as a proportion of all IT jobs advertised in England.

Job vacancy trend for Pandas in England

Pandas
Salary Trend in England

3-month moving average salary quoted in jobs citing Pandas in England.

Salary trend for Pandas in England

Pandas
Salary Histogram in England

Salary distribution for jobs citing Pandas in England over the 6 months to 20 May 2024.

Salary histogram for Pandas in England

Pandas
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the England region over the 6 months to 20 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +186 405 £135,000 +50.00% 100
South West -13 29 £65,000 +18.31% 5
North of England +41 13 £70,576 +34.43% 4
Midlands -14 12 £73,000 +39.05% 7
West Midlands +3 8 £73,000 +39.05% 6
Yorkshire - 8 £77,788 - 3
South East -27 6 £78,750 +12.50% 23
North West -4 4 £52,500 -14.29% 1
East Midlands -15 4 - - 1
East of England -3 2 £80,001 +6.67% 5
North East -1 1 £75,000 +150.00%
Pandas
UK

Pandas
Co-occurring Skills and Capabilities in England 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
1 280 (59.70%) Apache Airflow
2 269 (57.36%) Apache
3 25 (5.33%) Apache Spark
4 7 (1.49%) SAS
5 4 (0.85%) Luigi
6 1 (0.21%) Jupyter
Applications
1 4 (0.85%) Microsoft Excel
2 2 (0.43%) InDesign
3 1 (0.21%) Spreadsheet
Business Applications
1 1 (0.21%) Data Workbench
Cloud Services
1 339 (72.28%) AWS
2 261 (55.65%) dbt
3 231 (49.25%) Snowflake
4 167 (35.61%) GCP
5 46 (9.81%) Azure
6 19 (4.05%) Serverless
7 14 (2.99%) Amazon S3
8 13 (2.77%) AWS Lambda
9 12 (2.56%) GitHub
10 9 (1.92%) Amazon ECS
10 9 (1.92%) Power Platform
11 8 (1.71%) Amazon SageMaker
12 7 (1.49%) Amazon EMR
13 6 (1.28%) Amazon SQS
13 6 (1.28%) Azure Data Factory
13 6 (1.28%) Azure DevOps
14 5 (1.07%) AWS CloudFormation
14 5 (1.07%) WhatsApp
15 4 (0.85%) Amazon Kinesis
15 4 (0.85%) AWS CodePipeline
Communications & Networking
1 4 (0.85%) FTP
2 1 (0.21%) DNS
2 1 (0.21%) Ethernet
2 1 (0.21%) Internet
2 1 (0.21%) RS-232
2 1 (0.21%) TCP/IP
2 1 (0.21%) VPN
Database & Business Intelligence
1 255 (54.37%) Apache Arrow
2 252 (53.73%) Amazon Athena
3 251 (53.52%) Apache Ignite
3 251 (53.52%) Dremio
4 229 (48.83%) Data Lake
5 58 (12.37%) Tableau
6 19 (4.05%) NoSQL
7 17 (3.62%) Big Data
7 17 (3.62%) Data Warehouse
7 17 (3.62%) PostgreSQL
8 16 (3.41%) Amazon Redshift
9 9 (1.92%) Power BI
9 9 (1.92%) QlikView
10 8 (1.71%) DynamoDB
10 8 (1.71%) SQL Server
11 7 (1.49%) MongoDB
11 7 (1.49%) Relational Database
12 6 (1.28%) Delta Lake
12 6 (1.28%) Star Schema
13 5 (1.07%) Elasticsearch
Development Applications
1 60 (12.79%) Git
2 4 (0.85%) Gradle
3 3 (0.64%) Cypress.io
3 3 (0.64%) JIRA
3 3 (0.64%) Octopus Deploy
4 2 (0.43%) GitLab
4 2 (0.43%) Jenkins
5 1 (0.21%) webpack
General
1 337 (71.86%) Finance
2 271 (57.78%) Front Office
3 251 (53.52%) Banking
4 238 (50.75%) Investment Banking
5 81 (17.27%) Social Skills
6 28 (5.97%) Analytical Skills
7 15 (3.20%) Law
8 14 (2.99%) Back Office
9 12 (2.56%) Inclusion and Diversity
10 9 (1.92%) Marketing
11 8 (1.71%) Legal
12 6 (1.28%) Public Sector
13 3 (0.64%) Presentation Skills
14 2 (0.43%) Publishing
15 1 (0.21%) Financial Institution
15 1 (0.21%) Influencing Skills
15 1 (0.21%) Retail
Job Titles
1 176 (37.53%) Software Engineer
2 174 (37.10%) Senior
3 131 (27.93%) Developer
4 126 (26.87%) Python Engineer
5 119 (25.37%) Lead
6 118 (25.16%) Python Software Engineer
7 99 (21.11%) AWS Engineer
8 97 (20.68%) AWS Software Engineer
9 91 (19.40%) Python Developer
10 89 (18.98%) Developer/Software Engineer
10 89 (18.98%) Senior Software Engineer
11 83 (17.70%) Data Scientist
12 81 (17.27%) Java Engineer
12 81 (17.27%) Java Software Engineer
13 67 (14.29%) Software Developer
14 66 (14.07%) Senior Data Scientist
15 54 (11.51%) Lead Developer
15 54 (11.51%) Team Leader
16 52 (11.09%) Architect
16 52 (11.09%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 319 (68.02%) NumPy
2 263 (56.08%) gRPC
2 263 (56.08%) Protocol Buffers
3 257 (54.80%) SciPy
4 63 (13.43%) scikit-learn
5 58 (12.37%) PySpark
5 58 (12.37%) TensorFlow
6 45 (9.59%) React
7 38 (8.10%) AngularJS
8 26 (5.54%) Vue
9 18 (3.84%) Flask
9 18 (3.84%) PyTorch
10 17 (3.62%) Node.js
10 17 (3.62%) Redux
11 16 (3.41%) FastAPI
12 15 (3.20%) Material-UI
13 12 (2.56%) .NET
14 9 (1.92%) REST
14 9 (1.92%) SQLAlchemy
14 9 (1.92%) XGBoost
Miscellaneous
1 264 (56.29%) Fixed Income
2 246 (52.45%) Derivative
2 246 (52.45%) Equities
3 243 (51.81%) Foreign Exchange (FX)
3 243 (51.81%) Hedge funds
4 59 (12.58%) Algorithms
5 34 (7.25%) Pricing Data
6 16 (3.41%) Data Structures
7 6 (1.28%) Reinsurance
8 4 (0.85%) Product Ownership
9 2 (0.43%) Cybercrime
9 2 (0.43%) Distributed Computing
9 2 (0.43%) Renewable Energy
9 2 (0.43%) Self-Motivation
10 1 (0.21%) Enterprise Software
10 1 (0.21%) Equity Derivative
10 1 (0.21%) IoT
10 1 (0.21%) LIMS
10 1 (0.21%) Smart Home
10 1 (0.21%) Team-Oriented Environment
Operating Systems
1 16 (3.41%) Linux
2 2 (0.43%) Unix
3 1 (0.21%) Embedded Linux
Processes & Methodologies
1 296 (63.11%) Agile
1 296 (63.11%) Software Engineering
2 270 (57.57%) Asset Management
3 214 (45.63%) Investment Management
4 123 (26.23%) Machine Learning
5 122 (26.01%) Data Science
6 96 (20.47%) Line Management
7 92 (19.62%) Greeks
8 84 (17.91%) Analytics
9 83 (17.70%) Artificial Intelligence
10 78 (16.63%) Visualisation
11 74 (15.78%) Natural Language Processing
12 70 (14.93%) Mathematics
13 67 (14.29%) Statistics
14 66 (14.07%) Decision-Making
15 55 (11.73%) Customer Experience
16 53 (11.30%) MLOps
17 50 (10.66%) Actionable Insight
17 50 (10.66%) Generative AI
18 49 (10.45%) Propensity Modelling
Programming Languages
1 469 (100.00%) Python
2 272 (58.00%) JavaScript
3 263 (56.08%) TypeScript
4 240 (51.17%) Java
5 145 (30.92%) SQL
6 18 (3.84%) Scala
7 15 (3.20%) C#
8 13 (2.77%) Ruby
9 6 (1.28%) R
9 6 (1.28%) VB
10 5 (1.07%) Bash
10 5 (1.07%) Shell Script
11 4 (0.85%) Clojure
11 4 (0.85%) Groovy
12 3 (0.64%) C++
12 3 (0.64%) VBA
13 2 (0.43%) C
13 2 (0.43%) MATLAB
14 1 (0.21%) Data Analysis Expressions
14 1 (0.21%) Rust
Qualifications
1 91 (19.40%) Degree
2 55 (11.73%) Master's Degree
3 45 (9.59%) DBS Check
4 16 (3.41%) Computer Science Degree
5 7 (1.49%) PhD
6 4 (0.85%) Security Cleared
7 2 (0.43%) Numerate Degree
8 1 (0.21%) DV Cleared
8 1 (0.21%) SC Cleared
Quality Assurance & Compliance
1 96 (20.47%) Data Quality
2 7 (1.49%) QA
3 4 (0.85%) MiFID
4 2 (0.43%) Accessibility
System Software
1 24 (5.12%) Docker
Systems Management
1 15 (3.20%) Kubernetes
2 3 (0.64%) Terraform
3 1 (0.21%) Kibana
3 1 (0.21%) logstash
Vendors
1 53 (11.30%) Databricks
2 11 (2.35%) Google
3 7 (1.49%) Alteryx
3 7 (1.49%) Dataiku
3 7 (1.49%) IBM
4 6 (1.28%) Atlassian
4 6 (1.28%) Splunk
5 4 (0.85%) Bloomberg
5 4 (0.85%) Reuters
6 3 (0.64%) Microsoft
6 3 (0.64%) SnapLogic
7 2 (0.43%) Adobe
7 2 (0.43%) Calypso
7 2 (0.43%) Sage
8 1 (0.21%) Oracle
8 1 (0.21%) SAP
8 1 (0.21%) Vertica