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Breaking Into AI-for-Science Research Engineering

Originally published on AI Tech Connect.

Why this segment is hiring, and the mistake most applicants make AI for science points machine learning at matter rather than text: which candidate material will survive synthesis, which molecule will bind, how a storm system will evolve, how to run a simulation a thousand times faster than the physics-based solver it replaces. As of July 2026 it has the three things that reliably precede a hiring wave — capital, compute and institutional sponsorship — arriving together. The capital is visible. CuspAI, the Cambridge-based materials-discovery company founded in 2024 by Dr Chad Edwards and Professor Max Welling, raised a 450 million dollar Series B in July 2026 at a 2.6 billion dollar valuation, up from 520 million the previous September. The round was co-led by Kleiner Perkins and NEA,…


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