Research Engineer - ML

SpAItial is pioneering the development of a frontier 3D foundation model, pushing the boundaries of AI, computer vision, and spatial computing. Our mission is to redefine how industries, from robotics and AR/VR to gaming and movies, generate and interact with 3D content.
We''re seeking a
Machine Learning Research Engineer
to design, test, and refine high-impact experiments for training our 3D foundation model. You''ll run targeted ablations, implement promising research ideas, and integrate your findings into production-scale pipelines.
Responsibilities
Design and run
ablation experiments
to improve model performance.Evaluate
new research papers and implement them on our dataIncorporate
experiment findings into our
training pipelines.Collaborate
with research and engineering teams to maintain strong baselines.Key QualificationsExperience
evaluating training runs
at different scales (data size, format types, etc.)Ability to
fine-tune models
with various settings (e.g., ablating different estimators for depth, normals)Skill in
evaluating
research papers and
implementing
them with our dataProficiency in
Python
and ML frameworks (e.g.,
PyTorch ,
TensorFlow ,
JAX ).Bachelor''s, Master''s , or equivalent experience in Computer Science, Machine Learning, or a related field.Preferred QualificationsFamiliarity with
3D representation learning
(e.g.,
NeRF ,
Gaussian Splatting ).Procedural generation toolkitUnderstanding of
generative modeling
(e.g.,
VAEs ,
GANs ,
transformers ).Background in working with large-scale data and such as those used for GenAI trainingContributions to open-source generative AI projects or relevant publications.At SpAItial, we are committed to creating a diverse and inclusive workplace. We welcome applications from people of all backgrounds, experiences, and perspectives. We are an equal opportunity employer and ensure all candidates are treated fairly throughout the recruitment process.#J-18808-Ljbffr
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