Founding AI / Data Engineer (Semantic Systems)

Job description

The Challenge: In chip design, the most critical "why" is often buried in a 100,000-line log file or a frantic Slack thread between teams.

This "dark data" is currently invisible to tools.

MachAI Lens is bringing it into the light.

The Mission: You are the architect of our Unstructured Data Engine.

Your goal is to turn the "messy" reality of engineering—logs, notes, and memos—into a high-fidelity..., correlated data layer. You will build the RAG pipelines that allow a Program Manager to ask, "Why did our PCIe block regress?" and get a physics-backed answer in seconds.

What You’ll Do:

• You will be a Founding AI / Data Engineer

• Build the "Needle-Finder": Develop LLM-driven parsers capable of extracting critical insights from massive, unstructured EDA log files and correlating them to specific silicon coordinates.

• Scale RAG Pipelines: Design and deploy high-performance Vector Database architectures (Pinecone/Weaviate) that can handle the sheer volume of semiconductor project data.

• Ensure AI Trust: Implement Explainable AI (XAI) frameworks. When our agent suggests a fix, it must provide the "reasoning log" so engineers can verify the logic.

• Cross-Domain Innovation: Collaborate with timing experts to map human-written "intent" to structured hardware metrics.

What You Bring:

• Education: A Bachelor’s degree in Computer Science, Data Science, or Software Engineering.

• Data Experience: 3–5+ years building production-grade AI or data pipelines. You know that Data Cleaning is where the real magic happens.

• AI Toolbelt: Deep experience with LangChain, LlamaIndex, and modern LLM orchestration.

• Curiosity: You aren't afraid of "dirty data." You enjoy the challenge of finding patterns where others see noise.

Why Join MachAI?

We are at the intersection of two massive worlds: the 15-year established expertise of Advance Micro Consulting Inc. (AMCI) and the "0-to-1" energy of an AI-native startup.

Most startups have a "runway" problem; we have a "pedigree" advantage.

Joining us means you aren't just a cog in a legacy machine.

You are a founding architect of a platform designed to solve the most frustrating "unsolvable" problem in semiconductors—the data paradox.

Employment Note: This role is part of the MachAI founding team. For payroll, benefits, and government R&D compliance (including IRAP), the legal employer of record is our parent firm, Advance Micro Consulting Inc. (AMCI).

You get the upside of a 0-to-1 AI startup with the 15-year stability of an industry leader.

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