AI Engineer

Key Skills

Computer Graphics, Computer Vision (CV), Data pipelines, Machine learning techniques, Node.js, PyTorch, TensorFlow

Job Description

At Bifrost, we are building generative engines that allow users to create and control 3D worlds. Our goal is to empower everyone to create limitless 3D worlds and images. Our tool has enabled users to achieve incredible capabilities such as autonomously landing spacecraft on Mars, detecting pirates in the Atlantic Ocean, mapping the world from space, and generating synthetic data to train AI systems 10 times faster.

• Build generative AI tooling to create & control 3D worlds.
• Backed by Sequoia Capital
• Tool is used to land spacecrafts on Mars, nab pirates across the Atlantic and enable users to build AI systems 10x faster.
• Work with an exceptional team to solve impactful problems.
• Curious how it works? Watch a short demo here: https://twitter.com/skara_io/status/1659759364947972096

Research Engineer — Synthetic Data and Vision

Your Main Quest

• We're looking for teammates excited to learn, build, and invent technologies that push the boundaries of computer vision and machine learning engineering.
• Generate and improve synthetic data for computer vision experiments
• Research, invent, and develop synthetic data theory and best practices through rigorous experimentation
• Build robust, high-coverage AI systems that perform on noisy, chaotic real-world data
• Work with the team to implement state-of-the-art computer vision and synthetic data research in production
• Strategize and brainstorm new product features and direction

Qualifications

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

• Strong foundation in the scientific method. Able to formulate hypotheses and carry out tests to verify them.
• Outstanding communication and a dedication to human understanding. Able to communicate complex ideas clearly, and write papers, reports, or articles targeted at both technical and non-technical audiences.
• General knowledge of deep learning computer vision architectures for classification, object detection, semantic segmentation, including convolutional neural networks, generative adversarial networks, autoencoders, vision transformers, and others
• Able to implement, test, and debug models and pipelines in PyTorch or TensorFlow
• 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

Bonus

Let us know if you have one or more of the following experiences!

• Publishing or collaborating on original ML research
• Experience with training frameworks such as PyTorch Lightning
• Experience with image processing
• Experience with computer graphics, rendering, or game engines
• Experience with multi-GPU and multi-node training and inference
• Experience with autonomous vehicle perception, sensor fusion, and/or geospatial systems

Why Bifrost?

• Inclusive, judgement-free and safe space to be yourself
• Small team - no red-tape and bureaucracy to wade through
• Project ownership - take charge and unleash your skills!
• Cool projects
• Flexible working hours
• Funding secured

What it's like working with us

Enjoy a focused, dedicated working environment where we never forget how to have a bit of fun! Take the opportunity to do projects outside of your comfort zone - that's where the greatest learning happens. We love out-of-the-box thinkers and problem-solvers who relish sharing, collaboration and growth.