Principal Engineer, Data & Compute

Necessary Ventures is the leading developer of Embodied AI technology. The Principal Engineer, Data & Compute will design and guide the evolution of foundational compute and storage systems, enabling rapid model deployment and accelerating AI research.

Responsibilities:

• Define and evolve the architecture for how Wayve allocates and orchestrates training and inference workloads across thousands of GPUs and multiple data centers, ensuring optimal throughput, resiliency, and cost efficiency
• Design systems that enable fast, reliable access to high-volume sensor and simulation data across geographies, ensuring the right data is always available for training, evaluation, and inference. Furthermore, preparing Wayve for being an exabyte-scale company
• Build the foundations that enable large-scale AI workloads to run seamlessly across hybrid and multi-cloud environments
• Act as a trusted partner to leadership in aligning compute investments and architecture with company strategy, growth plans, and performance goals
• Uplift the broader engineering org through architectural coaching, technical deep dives, and by cultivating a culture of operational and engineering excellence