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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 403 598 527
Rank change year-on-year +195 -71 +127
Permanent jobs citing Pandas 525 347 871
As % of all permanent jobs advertised in England 0.58% 0.41% 0.62%
As % of the Libraries, Frameworks & Software Standards category 2.93% 1.42% 1.53%
Number of salaries quoted 437 259 396
10th Percentile £64,000 £48,750 £50,000
25th Percentile £85,000 £64,491 £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 £142,500 £133,750
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
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 17,921 24,448 56,798
As % of all permanent jobs advertised in England 19.64% 29.01% 40.16%
Number of salaries quoted 14,373 15,996 26,350
10th Percentile £36,250 £41,250 £38,000
25th Percentile £45,000 £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 £100,000 £110,000 £100,000
UK median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +18.18%

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 2 June 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 2 June 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 +213 457 £132,500 +43.76% 85
South West -14 32 £65,000 +13.04% 5
North of England +40 14 £70,576 +15.23% 3
Midlands -19 12 £73,000 +39.05% 2
West Midlands -21 8 £73,000 +39.05% 1
Yorkshire - 8 £77,788 - 2
South East -50 6 £78,750 +12.50% 7
North West -14 5 £45,000 -26.53% 1
East Midlands -12 4 - - 1
East of England -14 2 £80,001 +6.67% 4
North East - 1 £75,000 -
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
1 334 (63.62%) Apache Airflow
2 318 (60.57%) Apache
3 23 (4.38%) Apache Spark
4 7 (1.33%) SAS
5 6 (1.14%) Luigi
6 1 (0.19%) Jupyter
Applications
1 2 (0.38%) InDesign
1 2 (0.38%) Microsoft Excel
Business Applications
1 1 (0.19%) Data Workbench
Cloud Services
1 392 (74.67%) AWS
2 314 (59.81%) dbt
3 277 (52.76%) Snowflake
4 186 (35.43%) GCP
5 51 (9.71%) Azure
6 19 (3.62%) Serverless
7 14 (2.67%) Amazon S3
7 14 (2.67%) AWS Lambda
8 12 (2.29%) GitHub
9 9 (1.71%) Amazon ECS
9 9 (1.71%) Power Platform
10 8 (1.52%) Amazon SageMaker
11 7 (1.33%) Amazon EMR
12 6 (1.14%) Amazon SQS
12 6 (1.14%) Dagster
13 5 (0.95%) AWS CloudFormation
13 5 (0.95%) Azure Data Factory
13 5 (0.95%) Azure DevOps
13 5 (0.95%) Cloud Computing
13 5 (0.95%) WhatsApp
Communications & Networking
1 4 (0.76%) FTP
2 1 (0.19%) DNS
2 1 (0.19%) Ethernet
2 1 (0.19%) Internet
2 1 (0.19%) RS-232
2 1 (0.19%) TCP/IP
2 1 (0.19%) VPN
Database & Business Intelligence
1 305 (58.10%) Amazon Athena
2 304 (57.90%) Dremio
3 302 (57.52%) Apache Arrow
4 298 (56.76%) Apache Ignite
5 279 (53.14%) Data Lake
6 58 (11.05%) Tableau
7 20 (3.81%) PostgreSQL
8 18 (3.43%) Big Data
9 16 (3.05%) Amazon Redshift
9 16 (3.05%) Data Warehouse
9 16 (3.05%) NoSQL
10 9 (1.71%) MongoDB
10 9 (1.71%) Power BI
10 9 (1.71%) QlikView
10 9 (1.71%) Relational Database
11 8 (1.52%) DynamoDB
11 8 (1.52%) SQL Server
12 7 (1.33%) Elasticsearch
12 7 (1.33%) MySQL
12 7 (1.33%) Redis
Development Applications
1 63 (12.00%) Git
2 4 (0.76%) Gradle
3 3 (0.57%) Cypress.io
3 3 (0.57%) JIRA
3 3 (0.57%) Octopus Deploy
4 2 (0.38%) GitLab
4 2 (0.38%) Jenkins
5 1 (0.19%) webpack
General
1 389 (74.10%) Finance
2 325 (61.90%) Front Office
3 300 (57.14%) Banking
4 281 (53.52%) Investment Banking
5 88 (16.76%) Social Skills
6 32 (6.10%) Analytical Skills
7 16 (3.05%) Law
8 15 (2.86%) Back Office
9 12 (2.29%) Inclusion and Diversity
10 9 (1.71%) Marketing
11 8 (1.52%) Legal
12 6 (1.14%) Public Sector
13 2 (0.38%) Presentation Skills
13 2 (0.38%) Publishing
14 1 (0.19%) Financial Institution
14 1 (0.19%) Influencing Skills
14 1 (0.19%) Retail
Job Titles
1 207 (39.43%) Software Engineer
2 196 (37.33%) Senior
3 159 (30.29%) Python Engineer
4 142 (27.05%) Python Software Engineer
5 138 (26.29%) Developer
6 134 (25.52%) Lead
7 126 (24.00%) AWS Engineer
8 124 (23.62%) AWS Software Engineer
9 111 (21.14%) Senior Software Engineer
10 101 (19.24%) Java Engineer
10 101 (19.24%) Java Software Engineer
11 97 (18.48%) Python Developer
12 96 (18.29%) Developer/Software Engineer
13 88 (16.76%) Data Scientist
14 70 (13.33%) Software Developer
15 67 (12.76%) Senior Data Scientist
16 62 (11.81%) Senior Java Engineer
16 62 (11.81%) Senior Java Software Engineer
17 61 (11.62%) Technical Leader
18 58 (11.05%) Team Leader
Libraries, Frameworks & Software Standards
1 372 (70.86%) NumPy
2 310 (59.05%) gRPC
2 310 (59.05%) Protocol Buffers
2 310 (59.05%) SciPy
3 67 (12.76%) PySpark
4 66 (12.57%) scikit-learn
5 59 (11.24%) TensorFlow
6 48 (9.14%) React
7 41 (7.81%) AngularJS
8 30 (5.71%) Vue
9 21 (4.00%) Node.js
9 21 (4.00%) Redux
10 19 (3.62%) Flask
11 18 (3.43%) PyTorch
12 16 (3.05%) FastAPI
13 15 (2.86%) Material-UI
14 10 (1.90%) SQLAlchemy
15 9 (1.71%) .NET
15 9 (1.71%) Django
15 9 (1.71%) SpaCy
Miscellaneous
1 312 (59.43%) Fixed Income
2 290 (55.24%) Equities
3 289 (55.05%) Derivative
4 288 (54.86%) Foreign Exchange (FX)
5 286 (54.48%) Hedge funds
6 60 (11.43%) Algorithms
7 46 (8.76%) Pricing Data
8 16 (3.05%) Data Structures
9 8 (1.52%) Reinsurance
10 3 (0.57%) Product Ownership
10 3 (0.57%) Renewable Energy
11 2 (0.38%) Cybercrime
11 2 (0.38%) Distributed Computing
11 2 (0.38%) Self-Motivation
12 1 (0.19%) Credit Risk
12 1 (0.19%) Data Protection Act
12 1 (0.19%) Enterprise Software
12 1 (0.19%) Equity Derivative
12 1 (0.19%) IoT
12 1 (0.19%) iPad
Operating Systems
1 14 (2.67%) Linux
2 2 (0.38%) Unix
3 1 (0.19%) Embedded Linux
Processes & Methodologies
1 352 (67.05%) Software Engineering
2 351 (66.86%) Agile
3 325 (61.90%) Asset Management
4 261 (49.71%) Investment Management
5 129 (24.57%) Machine Learning
6 125 (23.81%) Data Science
7 116 (22.10%) Greeks
8 104 (19.81%) Line Management
9 90 (17.14%) Analytics
10 83 (15.81%) Artificial Intelligence
11 76 (14.48%) Natural Language Processing
11 76 (14.48%) Visualisation
12 69 (13.14%) Mathematics
13 67 (12.76%) Decision-Making
13 67 (12.76%) Statistics
14 55 (10.48%) Customer Experience
15 53 (10.10%) MLOps
16 51 (9.71%) Actionable Insight
16 51 (9.71%) Predictive Modelling
17 50 (9.52%) Generative AI
Programming Languages
1 525 (100.00%) Python
2 320 (60.95%) JavaScript
3 310 (59.05%) TypeScript
4 289 (55.05%) Java
5 142 (27.05%) SQL
6 17 (3.24%) Scala
7 12 (2.29%) C#
7 12 (2.29%) Ruby
8 6 (1.14%) R
9 5 (0.95%) Bash
9 5 (0.95%) Shell Script
10 4 (0.76%) Clojure
10 4 (0.76%) Groovy
10 4 (0.76%) VB
11 3 (0.57%) C++
12 2 (0.38%) C
12 2 (0.38%) MATLAB
12 2 (0.38%) VBA
13 1 (0.19%) Data Analysis Expressions
13 1 (0.19%) Rust
Qualifications
1 98 (18.67%) Degree
2 56 (10.67%) Master's Degree
3 45 (8.57%) DBS Check
4 23 (4.38%) Computer Science Degree
5 7 (1.33%) PhD
6 4 (0.76%) Security Cleared
7 2 (0.38%) Numerate Degree
8 1 (0.19%) DV Cleared
8 1 (0.19%) SC Cleared
Quality Assurance & Compliance
1 123 (23.43%) Data Quality
2 6 (1.14%) QA
3 4 (0.76%) MiFID
4 2 (0.38%) Accessibility
System Software
1 22 (4.19%) Docker
Systems Management
1 16 (3.05%) Kubernetes
2 3 (0.57%) Terraform
3 1 (0.19%) Kibana
3 1 (0.19%) logstash
Vendors
1 56 (10.67%) Databricks
2 13 (2.48%) Google
3 7 (1.33%) Alteryx
3 7 (1.33%) Dataiku
3 7 (1.33%) IBM
4 6 (1.14%) Splunk
5 4 (0.76%) Atlassian
5 4 (0.76%) Bloomberg
5 4 (0.76%) Reuters
6 3 (0.57%) Microsoft
6 3 (0.57%) SnapLogic
7 2 (0.38%) Adobe
7 2 (0.38%) Calypso
7 2 (0.38%) Sage
8 1 (0.19%) Oracle
8 1 (0.19%) SAP
8 1 (0.19%) Vertica