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Описание вакансии
Текст:
TL;DR
Senior AI Engineer - FDE (Forward Deployed Engineer) (GenAI/LLMOps): Building and productionizing first-of-its-kind GenAI applications for customers with an accent on RAG, multi-agent systems, Text2SQL, fine-tuning, and production-grade ML deployments. Focus on evaluating and optimizing AI applications, advising customers on technical solutions, and shaping product priorities through cross-functional collaboration.
Location: Tokyo, Japan; travel to customers once every 4–8 weeks as needed.
Company
Databricks is a data and AI company providing a unified platform for building and scaling data, AI, analytics, and agent applications.
What you will do
- Develop cutting-edge GenAI solutions using techniques from Databricks AI research to solve customer problems.
- Own production rollouts of consumer-facing and internally facing GenAI applications.
- Act as a trusted technical advisor to customers across multiple domains.
- Present at industry conferences and contribute as an internal and external thought leader.
- Collaborate with product and engineering teams to influence priorities and shape the product roadmap.
Requirements
- Experience building GenAI applications involving RAG, multi-agent systems, Text2SQL, and fine-tuning with tools such as Hugging Face, LangChain, and DSPy.
- Expertise deploying, evaluating, and optimizing production-grade GenAI applications.
- Extensive hands-on industry data science experience with pandas, scikit-learn, PyTorch, and related tools.
- Experience building production-grade machine learning deployments on AWS, Azure, or GCP.
- Graduate degree in a quantitative discipline or equivalent practical experience, plus the ability to communicate technical concepts to technical and non-technical audiences.
- Native-level Japanese and professional working proficiency in English, both written and verbal.
Nice to have
- Experience with the Databricks Intelligence Platform and Apache Spark for processing large-scale distributed datasets.
Culture & Benefits
- Comprehensive benefits and perks tailored to regional employee needs.
- Inclusive workplace committed to equal employment opportunity and diversity.
- Opportunities for collaboration, lifelong learning, and driving business value through AI.
- Customer-facing work across varied domains and participation in industry events.
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