React and Python (FastAPI)

**Please include the candidate’s response on the cover page. * React - Handling Large Data Sets

• Question: How would you efficiently render and manage a very large list (e.g., thousands of records) in a React application?
• React - Performance Optimization
• Question: What steps would you take to improve performance in a slow React application?
• Python - Backend Design / API Handling
• Question: Describe a use case where you built or optimized an API in Python. What challenges did you face?
• End-to-End Scenario
• Question: Walk through a project where you used both React and Python-how did the frontend and backend interact?, PLEASE NOTE: candidates must have hands-on, real-time experience in React and Python (FastAPI).
• Strong hands-on experience (this is not a project management role at onsite)
• Support analytics tools that utilize the data pipeline to provide actionable insights into customer acquisition, operational efficiency, and other key business performance metrics
• Develop and support optimized UI screens by integrating Fast API
• Work with stakeholders including Executive, Product, Data, and Design teams to assist with application and API-related technical issues and support their application needs
• Work with customers and provide solutions with stronger security principles
• Communicate complex findings and ideas in plain language and visualizations that are friendly to business and operational audiences

Frontend & Backend Development

• ReactJS
• Python for backend (preferably FastAPI)

Cloud & Containerization

• Kubernetes / Docker (preferably AKS)

Data Handling & Performance

• Handling large volumes of data on web pages (preferably from OLAP data stores in the backend)
• Performance optimization
• Data integrity
• Caching strategies

Deployment & Architecture

• Deployment strategies (e.g., hosting multiple applications under the same platform)

Security

• Authentication and authorization modules
• Security best practices

Collaboration & Communication

• Ability to work with cross-functional stakeholders (Executive, Product, Data, Design teams)
• Strong communication skills to present complex findings in a clear and business-friendly manner

Experience Required: 8+ Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

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