Remote job
AI Forward Deployed Engineer - Germany
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About this role
Role overview Build and bring customer-facing generative AI applications into production, from early solution design through rollout and optimization. The role combines hands-on machine learning engineering with customer advisory work, and includes collaborating with product and engineering teams to shape technical priorities. The position is remote within Germany, with preferred locations near Munich, Berlin, or Frankfurt and occasional customer travel.
Responsibilities - Design generative AI solutions for customer problems, drawing on current research and techniques. - Lead production launches of applications for both external users and internal teams. - Advise customers across industries on technical approaches and implementation choices. - Share technical work through presentations and contribute to the wider AI community. - Work with product and engineering teams to inform priorities and product direction.
Requirements - At least four years of relevant experience, including substantial hands-on industry work in data science. - Experience building generative AI applications, such as retrieval-augmented generation, multi-agent systems, text-to-SQL, or fine-tuning; familiarity with tools such as Hugging Face, LangChain, or DSPy. - Ability to deploy production-grade generative AI systems, evaluate their performance, and optimize them. - Practical experience with machine learning tools such as pandas, scikit-learn, or PyTorch, and deploying machine learning workloads on AWS, Azure, or Google Cloud. - A graduate degree in a quantitative field or equivalent practical experience. - Strong communication skills across technical and nontechnical audiences, with a collaborative and learning-oriented approach.
Nice to have - Experience with large-scale distributed data processing and Apache Spark.
Benefits and work setup - Remote work is limited to candidates based in Germany, with Munich, Berlin, and Frankfurt preferred. - Customer travel may be required approximately every four to eight weeks.