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

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 431 574 530
Rank change year-on-year +143 -44 +115
Permanent jobs citing Pandas 464 385 814
As % of all permanent jobs advertised in England 0.54% 0.43% 0.60%
As % of the Libraries, Frameworks & Software Standards category 2.66% 1.45% 1.52%
Number of salaries quoted 378 284 386
10th Percentile £60,000 £48,750 £50,000
25th Percentile £85,000 £65,000 £65,000
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 £111,563 £122,500
90th Percentile £165,000 £140,000 £127,500
UK median annual salary £115,000 £85,000 £85,000
% change year-on-year +35.29% - +21.43%

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 17,442 26,541 53,560
As % of all permanent jobs advertised in England 20.21% 29.95% 39.72%
Number of salaries quoted 14,140 16,468 26,464
10th Percentile £36,250 £41,250 £38,000
25th Percentile £45,250 £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 £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 16 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 16 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 +184 399 £132,500 +47.22% 68
South West -22 29 £65,000 +9.99% 6
North of England +47 13 £70,576 +34.43% 3
Midlands -10 12 £73,000 +39.05% 7
West Midlands +2 8 £73,000 +39.05% 5
Yorkshire - 8 £77,788 - 1
South East -34 6 £78,750 +12.50% 4
North West -2 4 £52,500 -14.29% 2
East Midlands -4 4 - - 2
East of England -4 2 £80,001 +6.67% 4
North East -7 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
1 273 (58.84%) Apache Airflow
2 261 (56.25%) Apache
3 25 (5.39%) Apache Spark
4 7 (1.51%) SAS
5 4 (0.86%) Luigi
6 1 (0.22%) Jupyter
Applications
1 4 (0.86%) Microsoft Excel
2 2 (0.43%) InDesign
3 1 (0.22%) Spreadsheet
Business Applications
1 1 (0.22%) Data Workbench
Cloud Services
1 332 (71.55%) AWS
2 253 (54.53%) dbt
3 223 (48.06%) Snowflake
4 161 (34.70%) GCP
5 46 (9.91%) Azure
6 19 (4.09%) Serverless
7 14 (3.02%) Amazon S3
8 13 (2.80%) AWS Lambda
9 12 (2.59%) GitHub
10 10 (2.16%) Power Platform
11 9 (1.94%) Amazon ECS
12 8 (1.72%) Amazon SageMaker
13 7 (1.51%) Amazon EMR
14 6 (1.29%) Amazon SQS
14 6 (1.29%) Azure Data Factory
14 6 (1.29%) Azure DevOps
15 5 (1.08%) AWS CloudFormation
15 5 (1.08%) WhatsApp
16 4 (0.86%) AWS CodeBuild
16 4 (0.86%) AWS CodePipeline
Communications & Networking
1 4 (0.86%) FTP
2 1 (0.22%) DNS
2 1 (0.22%) Ethernet
2 1 (0.22%) Internet
2 1 (0.22%) RS-232
2 1 (0.22%) TCP/IP
2 1 (0.22%) VPN
Database & Business Intelligence
1 247 (53.23%) Apache Arrow
2 244 (52.59%) Amazon Athena
3 243 (52.37%) Apache Ignite
3 243 (52.37%) Dremio
4 221 (47.63%) Data Lake
5 59 (12.72%) Tableau
6 19 (4.09%) NoSQL
7 18 (3.88%) Data Warehouse
7 18 (3.88%) PostgreSQL
8 17 (3.66%) Big Data
9 16 (3.45%) Amazon Redshift
10 10 (2.16%) Power BI
10 10 (2.16%) QlikView
11 8 (1.72%) DynamoDB
11 8 (1.72%) SQL Server
12 7 (1.51%) MongoDB
12 7 (1.51%) Relational Database
13 6 (1.29%) Delta Lake
13 6 (1.29%) Star Schema
14 5 (1.08%) Metadata
Development Applications
1 60 (12.93%) Git
2 4 (0.86%) Gradle
3 3 (0.65%) Cypress.io
3 3 (0.65%) JIRA
3 3 (0.65%) Octopus Deploy
4 2 (0.43%) GitLab
4 2 (0.43%) Jenkins
5 1 (0.22%) webpack
General
1 328 (70.69%) Finance
2 263 (56.68%) Front Office
3 243 (52.37%) Banking
4 230 (49.57%) Investment Banking
5 82 (17.67%) Social Skills
6 30 (6.47%) Analytical Skills
7 15 (3.23%) Law
8 14 (3.02%) Back Office
9 13 (2.80%) Inclusion and Diversity
10 9 (1.94%) Marketing
11 8 (1.72%) Legal
12 7 (1.51%) Public Sector
13 3 (0.65%) Presentation Skills
14 2 (0.43%) Publishing
15 1 (0.22%) Financial Institution
15 1 (0.22%) Influencing Skills
15 1 (0.22%) Retail
Job Titles
1 173 (37.28%) Senior
2 172 (37.07%) Software Engineer
3 129 (27.80%) Developer
4 124 (26.72%) Python Engineer
5 116 (25.00%) Python Software Engineer
6 115 (24.78%) Lead
7 99 (21.34%) AWS Engineer
8 97 (20.91%) AWS Software Engineer
9 91 (19.61%) Python Developer
10 89 (19.18%) Senior Software Engineer
11 85 (18.32%) Developer/Software Engineer
12 82 (17.67%) Data Scientist
13 79 (17.03%) Java Engineer
13 79 (17.03%) Java Software Engineer
14 65 (14.01%) Senior Data Scientist
15 63 (13.58%) Software Developer
16 50 (10.78%) Lead Developer
16 50 (10.78%) Team Leader
17 49 (10.56%) Technical Leader
18 48 (10.34%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 313 (67.46%) NumPy
2 255 (54.96%) gRPC
2 255 (54.96%) Protocol Buffers
3 249 (53.66%) SciPy
4 62 (13.36%) scikit-learn
5 58 (12.50%) PySpark
5 58 (12.50%) TensorFlow
6 45 (9.70%) React
7 38 (8.19%) AngularJS
8 26 (5.60%) Vue
9 19 (4.09%) Flask
10 18 (3.88%) PyTorch
11 17 (3.66%) Node.js
11 17 (3.66%) Redux
12 16 (3.45%) FastAPI
13 15 (3.23%) Material-UI
14 12 (2.59%) .NET
15 10 (2.16%) SQLAlchemy
16 9 (1.94%) REST
16 9 (1.94%) XGBoost
Miscellaneous
1 256 (55.17%) Fixed Income
2 239 (51.51%) Derivative
2 239 (51.51%) Equities
3 236 (50.86%) Foreign Exchange (FX)
3 236 (50.86%) Hedge funds
4 59 (12.72%) Algorithms
5 34 (7.33%) Pricing Data
6 16 (3.45%) Data Structures
7 6 (1.29%) Reinsurance
8 4 (0.86%) Product Ownership
9 3 (0.65%) Renewable Energy
10 2 (0.43%) Cybercrime
10 2 (0.43%) Distributed Computing
10 2 (0.43%) Self-Motivation
11 1 (0.22%) Data Protection Act
11 1 (0.22%) Enterprise Software
11 1 (0.22%) Equity Derivative
11 1 (0.22%) IoT
11 1 (0.22%) Smart Home
11 1 (0.22%) Team-Oriented Environment
Operating Systems
1 16 (3.45%) Linux
2 2 (0.43%) Unix
3 1 (0.22%) Embedded Linux
Processes & Methodologies
1 289 (62.28%) Software Engineering
2 288 (62.07%) Agile
3 262 (56.47%) Asset Management
4 213 (45.91%) Investment Management
5 122 (26.29%) Data Science
5 122 (26.29%) Machine Learning
6 92 (19.83%) Greeks
7 88 (18.97%) Line Management
8 85 (18.32%) Analytics
9 83 (17.89%) Artificial Intelligence
10 80 (17.24%) Visualisation
11 74 (15.95%) Natural Language Processing
12 72 (15.52%) Mathematics
13 67 (14.44%) Statistics
14 66 (14.22%) Decision-Making
15 55 (11.85%) Customer Experience
16 53 (11.42%) MLOps
17 50 (10.78%) Actionable Insight
17 50 (10.78%) Generative AI
18 49 (10.56%) Propensity Modelling
Programming Languages
1 464 (100.00%) Python
2 264 (56.90%) JavaScript
3 255 (54.96%) TypeScript
4 232 (50.00%) Java
5 146 (31.47%) SQL
6 18 (3.88%) Scala
7 15 (3.23%) C#
8 13 (2.80%) Ruby
9 7 (1.51%) R
10 6 (1.29%) VB
11 5 (1.08%) Bash
11 5 (1.08%) Shell Script
12 4 (0.86%) Clojure
12 4 (0.86%) Groovy
13 3 (0.65%) C++
13 3 (0.65%) VBA
14 2 (0.43%) C
14 2 (0.43%) MATLAB
15 1 (0.22%) Data Analysis Expressions
15 1 (0.22%) Rust
Qualifications
1 91 (19.61%) Degree
2 55 (11.85%) Master's Degree
3 45 (9.70%) DBS Check
4 16 (3.45%) Computer Science Degree
5 7 (1.51%) PhD
6 4 (0.86%) Security Cleared
7 2 (0.43%) Numerate Degree
8 1 (0.22%) DV Cleared
8 1 (0.22%) SC Cleared
Quality Assurance & Compliance
1 96 (20.69%) Data Quality
2 7 (1.51%) QA
3 4 (0.86%) MiFID
4 2 (0.43%) Accessibility
System Software
1 25 (5.39%) Docker
Systems Management
1 15 (3.23%) Kubernetes
2 3 (0.65%) Terraform
3 1 (0.22%) Kibana
3 1 (0.22%) logstash
Vendors
1 53 (11.42%) Databricks
2 12 (2.59%) Google
3 7 (1.51%) Alteryx
3 7 (1.51%) Dataiku
3 7 (1.51%) IBM
3 7 (1.51%) Splunk
4 6 (1.29%) Atlassian
5 4 (0.86%) Bloomberg
5 4 (0.86%) Reuters
6 3 (0.65%) Microsoft
6 3 (0.65%) SnapLogic
7 2 (0.43%) Adobe
7 2 (0.43%) Calypso
7 2 (0.43%) Sage
8 1 (0.22%) Oracle
8 1 (0.22%) SAP
8 1 (0.22%) Vertica