COMPREDICT
Frontend Engineer
TLDR
Play a key role in building a data-intensive web application that transforms automotive time-series data into actionable insights with a focus on performance and usability.
Ihre Aufgaben
As a Frontend Engineer, you will play a key role in building a high-performance, data-intensive web application that transforms complex automotive time-series data into intuitive, actionable insights.The platform enables engineers and analysts to upload, process, validate, and explore vehicle signal data across a multi-step workflow—from ingestion to quality validation and visualization. Your work ensures that these workflows are reliable, responsive, and easy to use, even when handling large datasets and real-time updates.
Your primary responsibility is to design and implement scalable, maintainable frontend systems that integrate seamlessly with backend services and real-time pipelines. As the product grows in complexity, your expertise will be critical in maintaining performance, usability, and architectural consistency.
Your Role in More Detail
Frontend Architecture and Development
- Design and build scalable React applications using a modern TypeScript-first stack.
- Implement modular feature-based architecture with clear separation between UI, state, and data layers.
- Ensure high performance and responsiveness across complex data-heavy interfaces.
- Develop interactive dashboards and tools for time-series data using Apache ECharts.
- Translate complex data processing steps into intuitive multi-stage user workflows (upload → mapping → validation → analysis).
- Implement advanced UI features such as filtering, sorting, zooming, and comparison views.
- Integrate REST APIs using structured service layers and hooks.
- Manage server state with TanStack Query and client state with Zustand.
- Handle caching, optimistic updates, and synchronization with backend systems.
- Implement real-time features using Socket.IO for pipeline updates, notifications, and system status.
- Ensure consistent UI updates based on asynchronous events and long-running backend processes.
- Write and maintain unit and integration tests using Vitest and Testing Library.
- Maintain strict TypeScript standards with zero `any` usage.
- Ensure code quality through linting, testing, and CI pipelines.
- Work closely with backend engineers, data engineers, and product stakeholders to define API contracts and user experiences.
- Translate technical requirements into clean, maintainable UI solutions.
- Communicate design decisions and implementation trade-offs clearly.
- Document frontend architecture, patterns, and workflows.
- Contribute to shared design systems and frontend best practices.
- Support team members with guidance on architecture, tooling, and patterns.
You will be working on a modern frontend stack built around React, TypeScript, and a strongly modular architecture. The application includes:
- Multi-step workflow systems with enforced state transitions
- Real-time data pipelines and notifications
- Advanced data visualization dashboards
- A custom design system with semantic tokens and theming
- A scalable app shell with dynamic layouts
Ihr Profil
Must Have- Strong professional experience with React and modern frontend development.
- Expertise in TypeScript (strict mode, advanced types, generics).
- Experience with state management patterns and clear separation of client vs server state.
- Hands-on experience integrating REST APIs (e.g., with Axios).
- Solid understanding of component architecture and composition patterns.
- Experience with modern styling approaches such as Tailwind CSS.
- Testing experience with modern tools (Vitest/Jest + Testing Library).
- Familiarity with Git workflows and collaborative development.
Nice to Have
- Familiar with using Claude in software development workflows
- Experience with data visualization libraries such as Apache ECharts, D3, or similar.
- Experience with real-time systems using Socket.IO or WebSockets.
- Familiarity with containerized development using Docker.
- Experience with headless UI libraries such as Radix UI or Base UI.
- Knowledge of build tools like Vite.
COMPREDICT develops machine learning models that analyze automotive data to provide actionable insights, helping to enhance vehicle performance and safety. Our technology empowers car manufacturers and fleet operators by predicting maintenance needs and optimizing critical vehicle features.
Frontend Engineer