Ai Engineer

At Bifrost, we believe that autonomous systems and computer vision have the opportunity to drastically improve the quality of life for billions of people. This is why we love what we do: enabling AI developers to build safer, better systems in a fraction of the time.

We're helping unlock new capabilities previously thought impossible to do at scale - landing spacecraft on Mars, detecting pirates at sea, and protecting the world's rainforests.

Your work will have a direct impact on humanity. Not just in our world in the present, but for our spacefaring future as well.

**tl;dr**:

- Work on stuff that matters. Build products that land spacecraft on Mars, protect fragile rainforests and detect pirates at sea.
- Bring the bleeding edge of research in computer vision, deep learning, and 3D graphics into production.
- Build captivating, photorealistic 3D worlds.
- Be part of an exceptional, ambitious and diverse team.
- Competitive salary compensation.
- Backed by the world's best investors : Sequoia Capital, Lux Capital, Wavemaker & Techstars.
- Guided by esteemed mentors from world class organizations such as NASA, YC & Google.
- Trendy shophouse office in town surrounded by the best restaurants and bars.
- Committed to helping you grow personally and professionally.
- Learn about startups, VC, AI, space, robotics, and autonomous vehicles.
- Safe space to share dank memes.

**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.

We've just moved to a fun shophouse office along the scenic Tras Street, an area steeped in history, and home to some of Singapore's best restaurants and bars. Work can be gruelling, but we never forget to have a lil' fun

Learn more about our culture here: Bifrosty Culture

Join us for a front-row seat to a fast-growing early-stage startup - it's going to be a wild ride