Frontend Engineer

22 hours ago

Singapore DATATURE PTE. LTD. Full time

At Datature, we are building a platform for training and deploying machine learning models swiftly without a single line of code. Datature Nexus is an MLOps platform that allows users to label unstructured data and construct complex machine learning pipelines all in their browser using highly visual editors.

Our users have leveraged our platform to solve problems in a myriad of verticals - from grading crops to optimizing manufacturing to identifying diseases from MRI scans. Datature levels the playing field for teams and companies in most industries to start AI-driven revolutions of their own

**The Scope**

Datature's platform features multiple visual editors that convert raw, unstructured data to highly performant machine learning models. This requires a handful of services to work together seamlessly. You will be working with us on front-end interfaces such as our visual editor, image annotator tools, and solving problems with ReactJS, LeafletJS, Computational Geometry, and Large Data Rendering.

Our annotator is written primarily in Typescript and rendered with a combination of LeafletJS, WebGL, and other computer vision algorithms. Working with unstructured data is hard, but rendering them is harder - you will be working on building performant web components that will change the way machine learning engineers build on our platform.

**Requirements**:

- Minimum 2+ Years Experience in Engineering **Frontend Applications**:

- Experienced in **TypeScript **, **ReactJS **, **NextJS **and **CSS3**:

- Strong understanding of the **React Virtual DOM **and Lifecycles
- Experience with REST APIs and WebSockets
- Interest in Building UI with Performance, Accessibility and Scalability In Mind
- Experience with **Cypress **or other React/Frontend Testing Libraries
- Having a knack for designing great UI and user journeys is always

**Good-To-Haves **✌️
- Some Knowledge of modern authorization mechanisms, such as **JSON Web Tokens**:

- Experience Working with Interactive Components using Canvas API, **LeafletJS **, D3
- Knowledge in Graph Algorithms is a plus and **Computational Geometry **is ❤️

**Why You'll Love Us**

We are a technology-first team dedicated to developing the most intuitive and performant platform to shape the way users think about building machine learning capabilities. We are a quirky group of engineers whom you will enjoy debating about codes and algorithms with. Gone are the days when you have to build yet another internal CRUD tool or front-end with stakeholders who just don't care.

You will be solving the most important problems at the intersection of machine learning, design, and computational geometry. You will have the largest impact on how users feel and navigate the journey from end to end on our platform.

If this is your cup of tea, we would love to hear from you.

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