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AI Engineer - Forward Deployed Engineering

DatabricksSingapore
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

What We Seek:Proven experience in developing Generative AI applications, including RAG, multi-agent systems, Text2SQL, and fine-tuning, utilizing tools like HuggingFace, LangChain, and DSPy. Expertise in deploying production-ready Generative AI applications, with a strong focus on evaluation and optimization. Comprehensive data science experience, leveraging key machine learning tools such as pandas, scikit-learn, and PyTorch. Hands-on experience with large-scale machine learning deployments on AWS, Azure, or GCP. A graduate degree in a quantitative field (Computer Science, Engineering, Statistics, Operations Research, etc.) or equivalent professional experience. Demonstrated ability to communicate complex technical concepts to both technical and non-technical audiences effectively. A genuine passion for collaboration, continuous learning, and delivering business value through AI.[Preferred] Familiarity with the Databricks Intelligence Platform and Apache Spark™ for processing large-scale datasets. Fluency in English is required, and proficiency in Mandarin is preferred.

About the job

About the AI Forward Deployed Engineering Team

The AI FDE team at Databricks in Singapore focuses on delivering professional services that help clients build and launch advanced AI applications. This group works closely with engineering, product management, and developer relations to move strategic projects forward and support internal experts. Team members connect directly with clients and colleagues, working with recent advances in Generative AI, LLMOps, and machine learning.

What You Will Do

  • Design and build Generative AI solutions, applying methods from Mosaic AI research to solve real client problems.
  • Lead the deployment of Generative AI applications for both customer-facing and internal use cases.
  • Serve as a trusted technical advisor to clients in various industries.
  • Share expertise and present findings at major conferences such as the Data + AI Summit.
  • Collaborate with product and engineering teams to influence product priorities and roadmaps.

About Databricks

Databricks is pioneering the future of data and AI by empowering organizations to innovate and transform through intelligent solutions. Our mission is to make data and AI accessible to everyone, fostering a collaborative culture that inspires creativity and drives success.

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