Offer summary

Qualifications:

Strong technical skills in Python and PyTorch for implementing and debugging code, data, models, and pipelines., Experience in computer vision tasks such as object detection, segmentation, and image generation., Outstanding communication skills and ability to translate business requirements into technical specifications., A product and customer-focused mindset with a passion for building user-friendly solutions..

Key responsabilities:

Assist perception teams in developing effective vision models for various autonomous systems.

Train and validate computer vision models using synthetic data generated by Bifrost.

Contribute to the development of new product features for the synthetic data engine.

Engage in strategizing and brainstorming sessions for product direction and enhancements.

Job description

🔮 Bifrost

Bifrost generates 3D worlds at scale and high-fidelity synthetic datasets for AI development and beyond. This next-generation capability has use cases across defence, space, mobility and robotics. We believe autonomous systems and computer vision have the opportunity to drastically improve the quality of life for billions of people.

However, one of the hardest problems in building AI for the physical world is that it is difficult for developers to collect the data they require from the real world. Our intelligent tools enable developers to generate and simulate vast 3D worlds to build cutting-edge AI systems to solve the world’s hardest problems. All without the need for 3D expertise.

These tools are used by the world’s most advanced organizations to land a spacecraft on Mars, catch pirates at sea, detect drug-carrying submarines and numerous critical use cases.

At Bifrost, you are backed by Sequoia Capital, Lux Capital, Wavemaker Partners, Cap Vista, Hustle Fund, Champion Hill Ventures and other prominent investors. Your teammates hail from Meta, Google, nuTonomy, Motional, Medios, NVIDIA, GovTech, Lucasfilm, Industrial Light & Magic, Grab, TAIGER, Arup, The Parentinc and other game-changing companies.

Why Bifrost?👌

🌎 Build captivating and photorealistic 3D worlds

🤩 Bring the bleeding edge of research in AI, GANs, 3D graphics into production

💻 Learn about AI, defence, space, gaming, metaverse, mobility, and robotics

🧑‍🚀 World-class team, investors, advisors and customers

🧘‍♀️ Flexible and hybrid environment with no red tape/bureaucracy

🏛 Trendy shophouse office in CBD near great restaurants and bars

🦾 Committed to helping you grow personally and professionally

🌈 Inclusive, judgement-free and a safe space to be yourself

🛠 Take ownership and build your skillset

🤡 Safe space to share dank memes

🚀 Fast growing company!

🌍 Your Main Quest

🪐 Help some of the world’s best perception teams build performant vision models for autonomous systems across land, sea, air, and space
📈 Rigorously train and validate computer vision models with Bifrost synthetic data
😎 Become an expert at synthetic data generation and simulation
📦 Build new product features for Bifrost’s synthetic data engine
🧠 Strategize and brainstorm new product features and direction

📜 Qualifications

Pre-requisite technical skills you’ll need for the role!

📦 Product focus. A hunger to build products users love and will buy.
🧑‍💻 Customer focus. Here to make AI devs’ work smooth, fast, and delightful.
💬 Outstanding communication skills
🤔 Able to understand the problem space before diving into solutioning
📸 Confident in solutioning for computer vision tasks, including object detection, semantic and instance segmentation, tracking, embedding and image search, and image generation.
🔥 Able to implement, test, and debug code, data, models and pipelines in Python and PyTorch
🔍 Able to analyze model weights, feature maps, and latent spaces to understand model sensitivity, performance, and failure cases
👩🏽‍💻 Experience designing, writing, testing and documenting clean code, using version control, and proficiency translating business requirements into technical specifications