Manufacturing AI Scientist: Real-Time Foundation Models

Matta Labs Ltd; Greater London; Hybride; GBP 90 000 - 130 000; Plein temps

Résumé du poste

Matta Labs Ltd in London is seeking an AI Scientist to help build a brand-new class of manufacturing foundation models. You’ll tackle causality, data efficiency, and real-time inference on limited hardware within factory environments.

Join a tight-knit team of engineers and scientists from Google X, MIT, and Cambridge, working on vision-based inspection and aOS for orchestrating production. This role offers fast pace, collaboration, and high-impact work in manufacturing.

Qualifications

• A machine learning mage: You write clean, scalable, high-performance deep learning code. Proficiency in PyTorch, Tensorflow, Jax, or equivalent is a must (ideally PyTorch).
• Knowledge on some of the latest good stuff from transformers to VLMs and NERFs.
• Happy to get down and dirty with cleaning our own in-house datasets and building custom dataloaders, dataset classes, preprocessing functions etc.
• An understanding of classic signal processing approaches and computer vision techniques is super helpful (e.g. fourier, convolutions, cross-correlations, Bhattacharya distance).
• You’ve led projects or research from start to finish, overcoming hurdles to create AIfor products or high-impact publications (in startups? even better) plus you are a bit batty and want to learn more!
• People person: you love working in teams, sharing knowledge, mentoring/teaching others, and embracing feedback (and yes, you’re always game for a team Lego-building break).
• You’re adaptable and thrive in dynamic environments where every day brings new challenges.

Responsabilités

• Inventing new capabilities, such as building models that understand causality – not just predicting what went wrong, but explaining why.
• Boosting data efficiency and robustness to achieve top-notch accuracy with minimal data.
• Develop and deploy AI models to real-time, low-compute factory settings.
• Collaborate with engineers and scientists to translate research into production-ready products.

Connaissances

Deep Learning

PyTorch

TensorFlow

Jax

Data Cleaning

Computer Vision

Research Leadership

Team Collaboration

Outils

PyTorch

TensorFlow

Description du poste

Matta Labs Ltd in London is seeking an AI Scientist to help build a brand-new class of manufacturing foundation models. You’ll tackle causality, data efficiency, and real-time inference on limited hardware within factory environments.

Join a tight-knit team of engineers and scientists from Google X, MIT, and Cambridge, working on vision-based inspection and aOS for orchestrating production. This role offers fast pace, collaboration, and high-impact work in manufacturing.