
By burning the transformer architecture into our chips, we’re creating the world’s most powerful servers for transformer inference.

By burning the transformer architecture into our chips, we’re creating the world’s most powerful servers for transformer inference.
Product: Sohu — transformer-optimized inference ASIC and server stack
Headquarters: Cupertino, California, United States
Founding timeframe: Circa 2022
Total reported funding: Approximately $625.4M (reported aggregate varies by source)
Notable investors: Includes Stripes, Peter Thiel, Primary Venture Partners, Two Sigma Ventures (reported participation)
Transformer-model inference performance and efficiency in AI hardware
2022
Computer Hardware Manufacturing
$5.4M
Reported seed round ~ $5.4M
$120M
Reported round bringing total raised to roughly $125M in some coverage; included participation from institutional and angel investors
$500M
Reported round valuing company at about $5B and bringing aggregate funding toward ~$1B in some reports
“Includes participation from Stripes, Peter Thiel, Primary Venture Partners, Two Sigma Ventures and other institutional and angel investors (reported)”
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About Etched Etched is building the world’s first AI inference system purpose-built for transformers - delivering over 10x higher performance and dramatically lower cost and latency than a B200. With Etched ASICs, you can build products that would be impossible with GPUs, like real-time video generation models and extremely deep & parallel chain-of-thought reasoning agents. Backed by hundreds of millions from top-tier investors and staffed by leading engineers, Etched is redefining the infrastructure layer for the fastest growing industry in history.
Job Summary Etched is hiring a Head of Production (Taiwan) to oversee all Taiwan-based operations, with direct responsibility for execution at our L10 contract manufacturer. This senior leader will drive manufacturing, quality, supply chain, and test activities, ensuring that production ramps meet yield, throughput, and delivery goals.
This person will manage Etched’s Taiwan team (Materials, OPM, Quality, Test, and Factory Manufacturing Engineers) and serve as the primary interface between Etched HQ and Taiwan operations. With strong factory operations experience and a customer-first mindset, this leader will be accountable for operational excellence, risk management, and sustained delivery performance.
Key Responsibilities
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Benefits
How We’re Different Etched believes in the Bitter Lesson. We think most of the progress in the AI field has come from using more FLOPs to train and run models, and the best way to get more FLOPs is to build model-specific hardware. Larger and larger training runs encourage companies to consolidate around fewer model architectures, which creates a market for single-model ASICs.
We are a fully in-person team in San Jose and Taipei, and greatly value engineering skills. We do not have boundaries between engineering and research, and we expect all of our technical staff to contribute to both as needed.
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Leadership & Site Management
Lead Etched’s Taiwan-based operations team, setting priorities and building local execution capability.
Oversee end-to-end operations including manufacturing, supply chain readiness, quality, and delivery.
Drive organizational development and talent retention within the Taiwan team.
Manufacturing Partner Management
Act as Etched’s senior representative with L10 manufacturing partner, managing daily execution and long-term capacity planning.
Ensure L10 partner establish best-in-class manufacturing process, testing process and infrastructure to support product requirement and meet program schedule, yield, quality and delivery goals
Negotiate recovery plans, drive escalations to closure, and maintain executive-level visibility
Own production KPIs (output, WIP, yield, cycle time, cost) and report status to Etched leadership.
Coordinate NPI-to-MP transitions, including readiness for materials, test, and factory resources.
Strategic Alignment
Partner with HQ on demand forecasting and capacity planning to ensure factory readiness.
Provide manufacturability, test, and quality feedback into product development.
Build dashboards and reporting structures to give HQ visibility into Taiwan operations.