AI/ML Engineer

On-Site, Singapore

We are looking for a world-class AI/ML Engineer to lead the development of a foundation model for tactile data. This model will provide core representational power for touch-based perception and fast adaptation to downstream tasks starting with posture prediction for Backy, but extending to a broad range of tactile intelligence applications. 

This is not a “toy” ML role. You’ll be tackling novel problems in high-dimensional sensor data, working at the frontier of representation learning, and shaping the backbone of tactile AI. 

What You’ll Do: 

  • Architect and train advanced ML models, focusing on scalable algorithms for tactile sensing and posture prediction. 

  • Build pipelines to collect, clean, and augment tactile datasets from our deployed hardware. 

  • Design robust feature learning and representation methods to extract high-value insights from noisy sensor data. 

  • Experiment, iterate, and optimize for real-world performance. 

  • Validate models in the field and deliver production-ready solutions. 

  • Document methods and share insights that push both the team and the field forward. 

Requirements 

  • Bachelor’s, Master’s, or PhD in Computer Science, Machine Learning, or related field. 

  • Deep experience building and scaling machine learning algorithms (representation learning, self-supervised methods, or foundation models a plus). 

  • Proficiency with modern ML frameworks (PyTorch, TensorFlow) and strong coding skills. 

  • Experience with sensor data, time series, or high-dimensional noisy signals is highly desirable. 

  • Strong analytical ability and the creativity to solve open-ended problems. 

  • Excellent communicator and collaborator who thrives in fast-moving, hands-on environments. 

Why Join Us 

  • Work at the frontier of real-world AI: tactile intelligence is a field barely touched, and you’ll define its foundations. 

  • Ship models that matter: your work will go directly into products that reduce injuries and improve human lives. 

  • Join a team that values rigor, creativity, and execution over hype. 

If you’re ready to join us on this journey, click Apply Now below to submit your application.