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

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 478 559 545
Rank change year-on-year +81 -14 +104
Permanent jobs citing Pandas 398 411 763
As % of all permanent jobs advertised in England 0.47% 0.45% 0.58%
As % of the Libraries, Frameworks & Software Standards category 2.29% 1.49% 1.46%
Number of salaries quoted 325 305 387
10th Percentile £56,750 £48,750 £50,000
25th Percentile £80,000 £63,750 £65,000
Median annual salary (50th Percentile) £115,000 £82,500 £87,500
Median % change year-on-year +39.39% -5.71% +25.00%
75th Percentile £143,750 £107,500 £122,500
90th Percentile £165,000 £140,000 £127,500
UK median annual salary £115,000 £82,500 £80,000
% change year-on-year +39.39% +3.13% +14.29%

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 17,381 27,612 52,157
As % of all permanent jobs advertised in England 20.40% 29.94% 39.38%
Number of salaries quoted 14,098 17,086 26,917
10th Percentile £36,250 £41,250 £37,750
25th Percentile £45,631 £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 £107,500 £100,000
UK median annual salary £60,000 £67,500 £62,500
% change year-on-year -11.11% +8.00% +13.64%

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 4 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 4 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 +146 334 £132,500 +51.43% 65
South West -22 27 £65,000 +9.99% 6
North of England +38 14 £70,576 +34.43% 5
Midlands +7 10 £73,000 +39.05% 8
Yorkshire - 9 £70,576 - 1
West Midlands +3 6 £73,000 +39.05% 6
South East -19 6 £78,750 +5.00% 8
North West +5 4 £52,500 -14.29% 3
East Midlands -9 4 - - 2
East of England +14 2 £80,001 +6.67% 7
North East -3 1 £75,000 +150.00% 1
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
1 218 (54.77%) Apache Airflow
2 204 (51.26%) Apache
3 25 (6.28%) Apache Spark
4 7 (1.76%) SAS
5 2 (0.50%) Luigi
6 1 (0.25%) Jupyter
Applications
1 4 (1.01%) Microsoft Excel
2 2 (0.50%) InDesign
3 1 (0.25%) Spreadsheet
Business Applications
1 1 (0.25%) Data Workbench
Cloud Services
1 275 (69.10%) AWS
2 199 (50.00%) dbt
3 168 (42.21%) Snowflake
4 142 (35.68%) GCP
5 45 (11.31%) Azure
6 18 (4.52%) Serverless
7 15 (3.77%) Amazon S3
8 12 (3.02%) AWS Lambda
8 12 (3.02%) GitHub
9 10 (2.51%) Power Platform
10 9 (2.26%) Amazon SageMaker
11 7 (1.76%) Amazon EMR
12 5 (1.26%) Amazon ECS
12 5 (1.26%) Amazon SQS
12 5 (1.26%) AWS CloudFormation
12 5 (1.26%) Azure Data Factory
12 5 (1.26%) Azure DevOps
13 4 (1.01%) AWS CodeBuild
13 4 (1.01%) Datadog
13 4 (1.01%) WhatsApp
Communications & Networking
1 3 (0.75%) FTP
2 1 (0.25%) DNS
2 1 (0.25%) Ethernet
2 1 (0.25%) Internet
2 1 (0.25%) RS-232
2 1 (0.25%) TCP/IP
2 1 (0.25%) VPN
Database & Business Intelligence
1 191 (47.99%) Apache Arrow
2 189 (47.49%) Amazon Athena
3 187 (46.98%) Apache Ignite
3 187 (46.98%) Dremio
4 169 (42.46%) Data Lake
5 50 (12.56%) Tableau
6 19 (4.77%) Data Warehouse
6 19 (4.77%) NoSQL
7 16 (4.02%) Amazon Redshift
7 16 (4.02%) Big Data
8 15 (3.77%) PostgreSQL
9 11 (2.76%) QlikView
10 10 (2.51%) Power BI
11 7 (1.76%) Relational Database
11 7 (1.76%) SQL Server
12 6 (1.51%) BigQuery
12 6 (1.51%) DynamoDB
12 6 (1.51%) Metadata
12 6 (1.51%) MongoDB
12 6 (1.51%) Star Schema
Development Applications
1 48 (12.06%) Git
2 4 (1.01%) Gradle
3 3 (0.75%) JIRA
3 3 (0.75%) Octopus Deploy
4 2 (0.50%) GitLab
4 2 (0.50%) Jenkins
General
1 268 (67.34%) Finance
2 207 (52.01%) Front Office
3 192 (48.24%) Banking
4 178 (44.72%) Investment Banking
5 71 (17.84%) Social Skills
6 30 (7.54%) Analytical Skills
7 14 (3.52%) Back Office
8 11 (2.76%) Inclusion and Diversity
8 11 (2.76%) Law
9 8 (2.01%) Legal
9 8 (2.01%) Marketing
9 8 (2.01%) Public Sector
10 3 (0.75%) Presentation Skills
11 2 (0.50%) Publishing
12 1 (0.25%) Financial Institution
12 1 (0.25%) Influencing Skills
12 1 (0.25%) Retail
Job Titles
1 140 (35.18%) Senior
2 132 (33.17%) Software Engineer
3 117 (29.40%) Developer
4 96 (24.12%) Lead
5 95 (23.87%) Python Engineer
6 88 (22.11%) Python Software Engineer
7 83 (20.85%) Python Developer
8 73 (18.34%) Developer/Software Engineer
9 71 (17.84%) AWS Engineer
9 71 (17.84%) Data Scientist
10 69 (17.34%) AWS Software Engineer
11 64 (16.08%) Senior Software Engineer
12 57 (14.32%) Java Engineer
12 57 (14.32%) Java Software Engineer
13 55 (13.82%) Software Developer
14 54 (13.57%) Senior Data Scientist
15 42 (10.55%) Lead Developer
15 42 (10.55%) Team Leader
16 41 (10.30%) Data Engineer
17 40 (10.05%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 257 (64.57%) NumPy
2 199 (50.00%) gRPC
2 199 (50.00%) Protocol Buffers
3 194 (48.74%) SciPy
4 52 (13.07%) scikit-learn
5 49 (12.31%) TensorFlow
6 46 (11.56%) PySpark
7 36 (9.05%) React
8 32 (8.04%) AngularJS
9 22 (5.53%) Vue
10 20 (5.03%) PyTorch
11 18 (4.52%) Flask
12 16 (4.02%) FastAPI
13 12 (3.02%) .NET
13 12 (3.02%) Material-UI
14 10 (2.51%) Node.js
14 10 (2.51%) Redux
14 10 (2.51%) XGBoost
15 9 (2.26%) Plotly
15 9 (2.26%) SpaCy
Miscellaneous
1 200 (50.25%) Fixed Income
2 186 (46.73%) Derivative
3 185 (46.48%) Foreign Exchange (FX)
4 184 (46.23%) Equities
5 183 (45.98%) Hedge funds
6 51 (12.81%) Algorithms
7 22 (5.53%) Pricing Data
8 17 (4.27%) Data Structures
9 4 (1.01%) Reinsurance
10 3 (0.75%) Product Ownership
10 3 (0.75%) Renewable Energy
11 2 (0.50%) Cybercrime
11 2 (0.50%) Distributed Computing
12 1 (0.25%) Credit Risk
12 1 (0.25%) Data Protection Act
12 1 (0.25%) Enterprise Software
12 1 (0.25%) IoT
12 1 (0.25%) iPad
12 1 (0.25%) Self-Motivation
12 1 (0.25%) Smart Home
Operating Systems
1 16 (4.02%) Linux
2 2 (0.50%) Unix
3 1 (0.25%) Embedded Linux
Processes & Methodologies
1 230 (57.79%) Software Engineering
2 228 (57.29%) Agile
3 201 (50.50%) Asset Management
4 168 (42.21%) Investment Management
5 114 (28.64%) Data Science
6 112 (28.14%) Machine Learning
7 88 (22.11%) Analytics
8 74 (18.59%) Artificial Intelligence
9 72 (18.09%) Line Management
9 72 (18.09%) Visualisation
10 68 (17.09%) Greeks
11 63 (15.83%) Natural Language Processing
12 61 (15.33%) Mathematics
13 57 (14.32%) Decision-Making
14 55 (13.82%) Statistics
15 45 (11.31%) Customer Experience
16 43 (10.80%) MLOps
17 42 (10.55%) Data Pipeline
18 40 (10.05%) Generative AI
18 40 (10.05%) Storytelling
Programming Languages
1 398 (100.00%) Python
2 204 (51.26%) JavaScript
3 195 (48.99%) TypeScript
4 178 (44.72%) Java
5 132 (33.17%) SQL
6 17 (4.27%) Scala
7 16 (4.02%) C#
8 13 (3.27%) Ruby
9 8 (2.01%) R
10 7 (1.76%) VB
11 5 (1.26%) Bash
11 5 (1.26%) Shell Script
12 3 (0.75%) C++
12 3 (0.75%) Clojure
12 3 (0.75%) Groovy
12 3 (0.75%) MATLAB
12 3 (0.75%) VBA
13 2 (0.50%) C
14 1 (0.25%) Data Analysis Expressions
14 1 (0.25%) Rust
Qualifications
1 80 (20.10%) Degree
2 46 (11.56%) Master's Degree
3 35 (8.79%) DBS Check
4 15 (3.77%) Computer Science Degree
5 7 (1.76%) PhD
6 4 (1.01%) Security Cleared
7 2 (0.50%) Numerate Degree
8 1 (0.25%) DV Cleared
8 1 (0.25%) SC Cleared
Quality Assurance & Compliance
1 71 (17.84%) Data Quality
2 6 (1.51%) QA
3 3 (0.75%) MiFID
4 2 (0.50%) Accessibility
System Software
1 28 (7.04%) Docker
Systems Management
1 15 (3.77%) Kubernetes
2 3 (0.75%) Terraform
3 1 (0.25%) Kibana
3 1 (0.25%) logstash
Vendors
1 40 (10.05%) Databricks
2 11 (2.76%) Google
3 8 (2.01%) Splunk
4 7 (1.76%) Alteryx
4 7 (1.76%) Atlassian
4 7 (1.76%) Dataiku
4 7 (1.76%) IBM
5 3 (0.75%) Bloomberg
5 3 (0.75%) Reuters
5 3 (0.75%) SnapLogic
6 2 (0.50%) Adobe
6 2 (0.50%) Calypso
6 2 (0.50%) Microsoft
6 2 (0.50%) Sage
7 1 (0.25%) Oracle
7 1 (0.25%) SAP
7 1 (0.25%) Vertica