Build scalable AI-driven systems combining agent-based reasoning, optimization, and simulation to automate critical manufacturing decisions for global industrial clients. Own end-to-end product development from LLM pipelines to production, collaborating closely with users to deliver impactful, trustworthy solutions. Join a high-impact, early-stage team shaping the future of industrial intelligence.
Key Highlights
Build core AI/ML systems for large-scale industrial automation using agent-based reasoning, optimization, and simulation
Own full-stack development from infrastructure to frontend, ensuring end-to-end ownership of high-impact features
Work directly with industrial planners to understand pain points and deliver 10x improvements in operational efficiency
Key Responsibilities
Develop AI agents that automate complex manufacturing decisions using agent-based reasoning, optimization, and simulation on large-scale industrial data
Design and implement scalable backend infrastructure (Python, FastAPI, Postgres, pgvector) to handle structured/unstructured data at scale
Build trustworthy, explainable AI systems that industrial planners rely on for critical routing, orchestration, and decision-making
Collaborate with cross-functional teams to translate user pain points into high-impact product features across the LLM pipeline and frontend
Ensure end-to-end ownership of features from ideation to production deployment, including infrastructure, backend, and frontend components
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Technical Skills Required
Python
TypeScript
Large-Scale Data Systems
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Benefits & Perks
Visa sponsorship for relocation to Munich or San Francisco
High ownership and rapid learning in a small, impactful team
Backing from top-tier venture firms and industrial leaders
Job Description
Ideas only change the world when you build them at scale. That’s what Dryft is here for.Dryft builds models that automate complex human decisions in manufacturing operations. We capture the knowledge of experienced operators across supply chain, production planning, engineering and more, simulate the consequences of their decisions, and use this understanding to help run their business. Our customers include some of the largest robotics, machine and component manufacturers in the world.
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