Hardware Consultant
Keystone AI
Hardware Consultant
Keystone AI
Enterprise AI for forecasting and optimization
Keystone is a premier economics, technology, and strategy consulting firm built to help companies lead through transformation. As breakthrough innovations reshape industries, redefine competition and change our society, complex and highly competitive ecosystems emerge. Keystone advises technology leaders, Fortune 100 companies, their legal counsel, and governments on business, economic, litigation, and regulatory strategy in relation to these innovations and competitive eco-systems. We operate globally from offices in Boston, New York City, San Francisco, Seattle, Washington, D.C., London, Dubai, and Bengaluru.
About the Hardware Consultant role
You’ll lead technical analysis across litigation, regulatory, and commercial strategy matters involving advanced semiconductor technologies. From chip architecture and circuit design, to process nodes and hardware systems. You’ll translate complex concepts into clear, persuasive narratives that shape expert testimony.
Key Responsibilities
What You’ll Bring
The salary range below represents total annual compensation across all U.S. locations. Actual compensation will depend upon the level the individual is hired into based on their experience, knowledge, skills and qualifications. In addition to annual salary, we offer a comprehensive benefits package, 401k contribution, and a culture grounded in integrity, curiosity, and teamwork.
At Keystone, we value the varied backgrounds, experiences, and perspectives our colleagues bring to our firm. We are committed to building an inclusive culture where everyone feels respected, has a sense of belonging, and has opportunities to grow.
This commitment extends to how we hire. Keystone is an equal opportunity employer committed to fair and inclusive hiring practices. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity or expression, national origin, disability, protected veteran status, or any other characteristic protected by applicable law.
Annual Salary Range 176000 - 209000 USD
Enterprise AI for forecasting and optimization
Keystone.AI commercializes the DEEP Enterprise AI platform that places neural-network-based prediction and decision systems at the core of large enterprises' operating models to optimize supply chains and free cash flow. It works by transforming ERP data (orders, shipments, invoices) into fine-grained event streams using its RAIN encoding, then the DEEP platform uses these streams with its Foundation Forecasting model to predict demand and optimize production, inventory, fulfillment, and capacity planning. It differentiates itself by embedding DEEP inside clients' existing cloud environments (AWS/Azure/GCP) and ERP/planning ecosystems (SAP, Oracle, Kinaxis, o9, OMP) and by acting as a scientific predictor and decision engine built on Keystone's methodological lineage. Its goal is to become the enterprise's central science-based predictor and decision tool that reduces forecast errors, improves operational efficiency, and enhances free cash flow for global supply chains.
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