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

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 401 561 526
Rank change year-on-year +160 -35 +129
Permanent jobs citing Pandas 560 335 882
As % of all permanent jobs advertised in England 0.60% 0.40% 0.61%
As % of the Libraries, Frameworks & Software Standards category 3.08% 1.40% 1.54%
Number of salaries quoted 473 253 406
10th Percentile £66,500 £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% +22.03%
75th Percentile £148,750 £112,500 £122,500
90th Percentile £165,000 £142,500 £140,000
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 18,208 23,971 57,429
As % of all permanent jobs advertised in England 19.40% 28.91% 39.89%
Number of salaries quoted 14,449 15,774 26,636
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 8 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 8 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 +208 493 £132,500 +43.76% 72
South West -19 32 £65,000 +13.04% 3
North of England +21 14 £70,576 +28.32% 3
Midlands -43 12 £73,000 +39.05% 5
West Midlands -13 8 £73,000 +39.05% 3
Yorkshire - 8 £77,788 - 2
South East -44 6 £78,750 +12.50% 7
North West -8 5 £45,000 -26.53% 1
East Midlands -29 4 - - 2
East of England -19 2 £80,001 +6.67% 3
North East -16 1 £75,000 +36.36%
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
1 376 (67.14%) Apache Airflow
2 358 (63.93%) Apache
3 22 (3.93%) Apache Spark
4 7 (1.25%) SAS
5 6 (1.07%) Luigi
6 1 (0.18%) Jupyter
Applications
1 2 (0.36%) InDesign
1 2 (0.36%) Microsoft Excel
Business Applications
1 1 (0.18%) Data Workbench
Cloud Services
1 428 (76.43%) AWS
2 357 (63.75%) dbt
3 315 (56.25%) Snowflake
4 208 (37.14%) GCP
5 50 (8.93%) Azure
6 21 (3.75%) Amazon ECS
7 19 (3.39%) Serverless
8 14 (2.50%) Amazon EKS
8 14 (2.50%) Amazon S3
8 14 (2.50%) AWS Lambda
9 12 (2.14%) Amazon EC2
9 12 (2.14%) GitHub
10 9 (1.61%) Dagster
11 7 (1.25%) Amazon EMR
11 7 (1.25%) Power Platform
12 6 (1.07%) Amazon SageMaker
12 6 (1.07%) Amazon SQS
13 5 (0.89%) Azure Data Factory
13 5 (0.89%) Azure DevOps
13 5 (0.89%) WhatsApp
Communications & Networking
1 4 (0.71%) FTP
2 1 (0.18%) DNS
2 1 (0.18%) Ethernet
2 1 (0.18%) Internet
2 1 (0.18%) RS-232
2 1 (0.18%) TCP/IP
2 1 (0.18%) VPN
Database & Business Intelligence
1 348 (62.14%) Amazon Athena
2 347 (61.96%) Dremio
3 342 (61.07%) Apache Arrow
4 338 (60.36%) Apache Ignite
5 320 (57.14%) Data Lake
6 57 (10.18%) Tableau
7 19 (3.39%) PostgreSQL
8 16 (2.86%) Amazon Redshift
8 16 (2.86%) Big Data
9 15 (2.68%) NoSQL
10 14 (2.50%) Data Warehouse
11 9 (1.61%) MongoDB
11 9 (1.61%) Relational Database
12 8 (1.43%) DynamoDB
12 8 (1.43%) QlikView
12 8 (1.43%) SQL Server
13 7 (1.25%) Elasticsearch
13 7 (1.25%) MySQL
13 7 (1.25%) Power BI
13 7 (1.25%) Redis
Development Applications
1 63 (11.25%) Git
2 4 (0.71%) Gradle
3 3 (0.54%) Cypress.io
3 3 (0.54%) JIRA
3 3 (0.54%) Octopus Deploy
4 2 (0.36%) GitLab
4 2 (0.36%) Jenkins
5 1 (0.18%) webpack
General
1 432 (77.14%) Finance
2 368 (65.71%) Front Office
3 341 (60.89%) Banking
4 319 (56.96%) Investment Banking
5 88 (15.71%) Social Skills
6 30 (5.36%) Analytical Skills
7 16 (2.86%) Law
8 15 (2.68%) Back Office
9 11 (1.96%) Inclusion and Diversity
10 9 (1.61%) Marketing
11 8 (1.43%) Legal
12 5 (0.89%) Public Sector
13 2 (0.36%) Presentation Skills
13 2 (0.36%) Publishing
14 1 (0.18%) Financial Institution
14 1 (0.18%) Influencing Skills
14 1 (0.18%) Retail
Job Titles
1 229 (40.89%) Software Engineer
2 201 (35.89%) Senior
3 178 (31.79%) Python Engineer
4 158 (28.21%) Python Software Engineer
5 151 (26.96%) Developer
6 149 (26.61%) Lead
7 145 (25.89%) AWS Engineer
8 144 (25.71%) AWS Software Engineer
9 120 (21.43%) Senior Software Engineer
10 115 (20.54%) Java Engineer
10 115 (20.54%) Java Software Engineer
11 108 (19.29%) Developer/Software Engineer
12 105 (18.75%) Python Developer
13 85 (15.18%) Data Scientist
14 80 (14.29%) Software Developer
15 70 (12.50%) Senior Java Engineer
15 70 (12.50%) Senior Java Software Engineer
16 68 (12.14%) Lead Developer
16 68 (12.14%) Team Leader
17 67 (11.96%) Technical Leader
Libraries, Frameworks & Software Standards
1 413 (73.75%) NumPy
2 353 (63.04%) SciPy
3 350 (62.50%) gRPC
3 350 (62.50%) Protocol Buffers
4 82 (14.64%) PySpark
5 66 (11.79%) scikit-learn
6 58 (10.36%) TensorFlow
7 50 (8.93%) React
8 43 (7.68%) AngularJS
9 32 (5.71%) Vue
10 23 (4.11%) Node.js
10 23 (4.11%) Redux
11 17 (3.04%) PyTorch
12 16 (2.86%) Flask
13 15 (2.68%) Material-UI
14 14 (2.50%) FastAPI
15 9 (1.61%) Django
15 9 (1.61%) SpaCy
15 9 (1.61%) SQLAlchemy
15 9 (1.61%) XGBoost
Miscellaneous
1 352 (62.86%) Fixed Income
2 328 (58.57%) Equities
3 327 (58.39%) Derivative
4 326 (58.21%) Foreign Exchange (FX)
5 325 (58.04%) Hedge funds
6 60 (10.71%) Algorithms
7 52 (9.29%) Pricing Data
8 16 (2.86%) Data Structures
9 8 (1.43%) Reinsurance
10 3 (0.54%) Product Ownership
10 3 (0.54%) Renewable Energy
11 2 (0.36%) Distributed Computing
11 2 (0.36%) Self-Motivation
12 1 (0.18%) Data Protection Act
12 1 (0.18%) Enterprise Software
12 1 (0.18%) Equity Derivative
12 1 (0.18%) IoT
12 1 (0.18%) LIMS
12 1 (0.18%) Smart Home
12 1 (0.18%) Team-Oriented Environment
Operating Systems
1 13 (2.32%) Linux
2 2 (0.36%) Unix
3 1 (0.18%) Embedded Linux
Processes & Methodologies
1 393 (70.18%) Software Engineering
2 389 (69.46%) Agile
3 368 (65.71%) Asset Management
4 285 (50.89%) Investment Management
5 128 (22.86%) Greeks
6 125 (22.32%) Machine Learning
7 124 (22.14%) Line Management
8 120 (21.43%) Data Science
9 91 (16.25%) Analytics
10 80 (14.29%) Artificial Intelligence
11 73 (13.04%) Natural Language Processing
11 73 (13.04%) Visualisation
12 67 (11.96%) Mathematics
13 66 (11.79%) Decision-Making
14 64 (11.43%) Statistics
15 55 (9.82%) Customer Experience
16 53 (9.46%) MLOps
17 51 (9.11%) Actionable Insight
17 51 (9.11%) Predictive Modelling
18 50 (8.93%) Generative AI
Programming Languages
1 560 (100.00%) Python
2 360 (64.29%) JavaScript
3 350 (62.50%) TypeScript
4 330 (58.93%) Java
5 150 (26.79%) SQL
6 17 (3.04%) Scala
7 12 (2.14%) Ruby
8 10 (1.79%) C#
9 5 (0.89%) Bash
9 5 (0.89%) Shell Script
10 4 (0.71%) Clojure
10 4 (0.71%) Groovy
10 4 (0.71%) R
11 3 (0.54%) C++
11 3 (0.54%) VB
12 2 (0.36%) C
12 2 (0.36%) MATLAB
12 2 (0.36%) VBA
13 1 (0.18%) Rust
Qualifications
1 97 (17.32%) Degree
2 54 (9.64%) Master's Degree
3 45 (8.04%) DBS Check
4 23 (4.11%) Computer Science Degree
5 7 (1.25%) PhD
6 4 (0.71%) Security Cleared
7 2 (0.36%) Numerate Degree
8 1 (0.18%) DV Cleared
8 1 (0.18%) SC Cleared
Quality Assurance & Compliance
1 134 (23.93%) Data Quality
2 6 (1.07%) QA
3 4 (0.71%) MiFID
4 2 (0.36%) Accessibility
System Software
1 20 (3.57%) Docker
Systems Management
1 16 (2.86%) Kubernetes
2 3 (0.54%) Terraform
3 1 (0.18%) Kibana
3 1 (0.18%) logstash
Vendors
1 56 (10.00%) Databricks
2 16 (2.86%) Bloomberg
2 16 (2.86%) Reuters
3 12 (2.14%) Google
4 7 (1.25%) Alteryx
4 7 (1.25%) Dataiku
4 7 (1.25%) IBM
5 5 (0.89%) Splunk
6 3 (0.54%) Atlassian
6 3 (0.54%) Microsoft
6 3 (0.54%) SnapLogic
7 2 (0.36%) Adobe
7 2 (0.36%) Calypso
8 1 (0.18%) Oracle
8 1 (0.18%) SAP
8 1 (0.18%) Vertica