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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 461 565 541
Rank change year-on-year +104 -24 +103
Permanent jobs citing Pandas 425 396 791
As % of all permanent jobs advertised in England 0.50% 0.44% 0.59%
As % of the Libraries, Frameworks & Software Standards category 2.44% 1.46% 1.50%
Number of salaries quoted 344 293 385
10th Percentile £57,500 £48,750 £50,000
25th Percentile £80,750 £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 £110,000 £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 17,428 27,133 52,699
As % of all permanent jobs advertised in England 20.31% 30.00% 39.58%
Number of salaries quoted 14,140 16,781 26,729
10th Percentile £36,250 £41,250 £37,500
25th Percentile £45,750 £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 £62,750
% change year-on-year -11.11% +7.57% +14.09%

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 8 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 8 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 +162 359 £132,500 +51.43% 71
South West -22 29 £65,000 +9.99% 7
North of England +45 14 £70,576 +34.43% 4
Midlands -4 11 £73,000 +39.05% 8
Yorkshire - 9 £70,576 - 1
West Midlands +1 7 £73,000 +39.05% 6
South East -18 6 £78,750 +5.00% 4
North West +1 4 £52,500 -14.29% 2
East Midlands -10 4 - - 2
East of England +5 2 £80,001 +6.67% 6
North East -2 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
1 238 (56.00%) Apache Airflow
2 223 (52.47%) Apache
3 26 (6.12%) Apache Spark
4 7 (1.65%) SAS
5 4 (0.94%) Luigi
6 1 (0.24%) Jupyter
Applications
1 4 (0.94%) Microsoft Excel
2 2 (0.47%) InDesign
3 1 (0.24%) Spreadsheet
Business Applications
1 1 (0.24%) Data Workbench
Cloud Services
1 295 (69.41%) AWS
2 217 (51.06%) dbt
3 187 (44.00%) Snowflake
4 153 (36.00%) GCP
5 46 (10.82%) Azure
6 17 (4.00%) Serverless
7 14 (3.29%) Amazon S3
8 12 (2.82%) GitHub
9 11 (2.59%) AWS Lambda
10 10 (2.35%) Power Platform
11 9 (2.12%) Amazon SageMaker
12 8 (1.88%) Amazon ECS
13 7 (1.65%) Amazon EMR
14 5 (1.18%) Amazon SQS
14 5 (1.18%) AWS CloudFormation
14 5 (1.18%) Azure Data Factory
14 5 (1.18%) Azure DevOps
15 4 (0.94%) AWS CodeBuild
15 4 (0.94%) AWS CodePipeline
15 4 (0.94%) WhatsApp
Communications & Networking
1 3 (0.71%) FTP
2 1 (0.24%) DNS
2 1 (0.24%) Ethernet
2 1 (0.24%) Internet
2 1 (0.24%) RS-232
2 1 (0.24%) TCP/IP
2 1 (0.24%) VPN
Database & Business Intelligence
1 209 (49.18%) Apache Arrow
2 206 (48.47%) Amazon Athena
3 205 (48.24%) Apache Ignite
3 205 (48.24%) Dremio
4 185 (43.53%) Data Lake
5 54 (12.71%) Tableau
6 19 (4.47%) Data Warehouse
6 19 (4.47%) NoSQL
7 18 (4.24%) Big Data
8 17 (4.00%) PostgreSQL
9 16 (3.76%) Amazon Redshift
10 10 (2.35%) Power BI
10 10 (2.35%) QlikView
11 8 (1.88%) DynamoDB
12 7 (1.65%) Relational Database
12 7 (1.65%) SQL Server
13 6 (1.41%) Delta Lake
13 6 (1.41%) Metadata
13 6 (1.41%) MongoDB
13 6 (1.41%) Star Schema
Development Applications
1 54 (12.71%) Git
2 4 (0.94%) Gradle
3 3 (0.71%) Cypress.io
3 3 (0.71%) JIRA
3 3 (0.71%) Octopus Deploy
4 2 (0.47%) GitLab
4 2 (0.47%) Jenkins
5 1 (0.24%) webpack
General
1 290 (68.24%) Finance
2 224 (52.71%) Front Office
3 208 (48.94%) Banking
4 194 (45.65%) Investment Banking
5 79 (18.59%) Social Skills
6 32 (7.53%) Analytical Skills
7 14 (3.29%) Back Office
7 14 (3.29%) Law
8 13 (3.06%) Inclusion and Diversity
9 8 (1.88%) Legal
9 8 (1.88%) Marketing
10 7 (1.65%) Public Sector
11 3 (0.71%) Presentation Skills
12 2 (0.47%) Publishing
13 1 (0.24%) Financial Institution
13 1 (0.24%) Influencing Skills
13 1 (0.24%) Retail
Job Titles
1 151 (35.53%) Senior
2 145 (34.12%) Software Engineer
3 122 (28.71%) Developer
4 104 (24.47%) Lead
5 102 (24.00%) Python Engineer
6 95 (22.35%) Python Software Engineer
7 86 (20.24%) Python Developer
8 79 (18.59%) Data Scientist
8 79 (18.59%) Developer/Software Engineer
9 77 (18.12%) AWS Engineer
10 75 (17.65%) AWS Software Engineer
11 70 (16.47%) Senior Software Engineer
12 61 (14.35%) Java Engineer
12 61 (14.35%) Java Software Engineer
13 60 (14.12%) Senior Data Scientist
14 59 (13.88%) Software Developer
15 46 (10.82%) Lead Developer
15 46 (10.82%) Team Leader
16 44 (10.35%) Lead Software Engineer
16 44 (10.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 278 (65.41%) NumPy
2 217 (51.06%) gRPC
2 217 (51.06%) Protocol Buffers
3 212 (49.88%) SciPy
4 58 (13.65%) scikit-learn
5 55 (12.94%) TensorFlow
6 53 (12.47%) PySpark
7 42 (9.88%) React
8 35 (8.24%) AngularJS
9 24 (5.65%) Vue
10 20 (4.71%) Flask
10 20 (4.71%) PyTorch
11 15 (3.53%) FastAPI
11 15 (3.53%) Material-UI
11 15 (3.53%) Node.js
11 15 (3.53%) Redux
12 13 (3.06%) .NET
13 11 (2.59%) SQLAlchemy
14 10 (2.35%) XGBoost
15 9 (2.12%) SpaCy
Miscellaneous
1 218 (51.29%) Fixed Income
2 203 (47.76%) Derivative
2 203 (47.76%) Equities
3 200 (47.06%) Foreign Exchange (FX)
4 199 (46.82%) Hedge funds
5 57 (13.41%) Algorithms
6 22 (5.18%) Pricing Data
7 17 (4.00%) Data Structures
8 6 (1.41%) Reinsurance
9 3 (0.71%) Product Ownership
9 3 (0.71%) Renewable Energy
10 2 (0.47%) Cybercrime
10 2 (0.47%) Distributed Computing
10 2 (0.47%) Self-Motivation
11 1 (0.24%) Enterprise Software
11 1 (0.24%) Equity Derivative
11 1 (0.24%) IoT
11 1 (0.24%) LIMS
11 1 (0.24%) Smart Home
11 1 (0.24%) Team-Oriented Environment
Operating Systems
1 16 (3.76%) Linux
2 2 (0.47%) Unix
3 1 (0.24%) Embedded Linux
Processes & Methodologies
1 251 (59.06%) Software Engineering
2 248 (58.35%) Agile
3 224 (52.71%) Asset Management
4 182 (42.82%) Investment Management
5 122 (28.71%) Data Science
6 120 (28.24%) Machine Learning
7 87 (20.47%) Analytics
8 80 (18.82%) Artificial Intelligence
8 80 (18.82%) Line Management
9 77 (18.12%) Visualisation
10 76 (17.88%) Greeks
11 69 (16.24%) Natural Language Processing
12 67 (15.76%) Mathematics
13 62 (14.59%) Decision-Making
14 61 (14.35%) Statistics
15 50 (11.76%) Customer Experience
16 48 (11.29%) MLOps
17 45 (10.59%) Actionable Insight
17 45 (10.59%) Generative AI
18 44 (10.35%) Propensity Modelling
Programming Languages
1 425 (100.00%) Python
2 226 (53.18%) JavaScript
3 217 (51.06%) TypeScript
4 195 (45.88%) Java
5 143 (33.65%) SQL
6 17 (4.00%) Scala
7 16 (3.76%) C#
8 13 (3.06%) Ruby
9 7 (1.65%) R
9 7 (1.65%) VB
10 5 (1.18%) Bash
10 5 (1.18%) Shell Script
11 3 (0.71%) C++
11 3 (0.71%) Clojure
11 3 (0.71%) Groovy
11 3 (0.71%) MATLAB
11 3 (0.71%) VBA
12 2 (0.47%) C
13 1 (0.24%) Gremlin
13 1 (0.24%) Rust
Qualifications
1 86 (20.24%) Degree
2 51 (12.00%) Master's Degree
3 40 (9.41%) DBS Check
4 16 (3.76%) Computer Science Degree
5 8 (1.88%) PhD
6 4 (0.94%) Security Cleared
7 2 (0.47%) Numerate Degree
8 1 (0.24%) DV Cleared
8 1 (0.24%) SC Cleared
Quality Assurance & Compliance
1 80 (18.82%) Data Quality
2 6 (1.41%) QA
3 3 (0.71%) MiFID
4 2 (0.47%) Accessibility
System Software
1 27 (6.35%) Docker
Systems Management
1 15 (3.53%) Kubernetes
2 3 (0.71%) Terraform
3 1 (0.24%) Kibana
3 1 (0.24%) logstash
Vendors
1 48 (11.29%) Databricks
2 12 (2.82%) Google
3 7 (1.65%) Alteryx
3 7 (1.65%) Atlassian
3 7 (1.65%) Dataiku
3 7 (1.65%) IBM
3 7 (1.65%) Splunk
4 3 (0.71%) Bloomberg
4 3 (0.71%) Microsoft
4 3 (0.71%) Reuters
4 3 (0.71%) SnapLogic
5 2 (0.47%) Adobe
5 2 (0.47%) Calypso
5 2 (0.47%) Sage
6 1 (0.24%) Oracle
6 1 (0.24%) SAP
6 1 (0.24%) Vertica