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Helsing Foundation Models Research Engineer – strong match: foundation model fine-tuning, LLM post-training expertise directly applicable. Defense domain is main caveat.

Helsing AI Research Engineer ML Engineering – LLM/post-training production engineering aligns well. Broad ML engineering scope at research org, good level fit.

Helsing AI Safety Research Engineer – AI safety research adjacent to alignment work; LLM background relevant but defense context is a domain shift.

Helsing 3D Computer Vision – defense/3D CV domain mismatch; no overlap with LLM post-training or inference efficiency strengths.

Helsing Computer Vision Research Engineer – CV focus diverges from LLM/NLP core strengths. Limited overlap.

Helsing Reinforcement Learning – RL not a core strength; limited post-training RL overlap. Domain and skill mismatch.

Helsing Deployed AI Engineer – customer-facing/forward-deployed role; known directional mismatch per scoring rules. Cap at 2.