AI Engineer - FDE (Forward Deployed Engineer)

📋 Description

• • Join the elite AI Forward Deployed Engineering (AI FDE) team at Databricks, a highly specialized, customer-facing unit dedicated to pioneering the next generation of AI applications.
• • Embark on professional services engagements where you will architect, build, and deploy groundbreaking AI solutions that address complex customer challenges.
• • Leverage the latest advancements from Databricks' Mosaic AI research, integrating cutting-edge techniques to solve real-world problems for our diverse clientele.
• • Take ownership of the end-to-end production rollouts of both consumer-facing and internal GenAI applications, ensuring seamless integration and optimal performance.
• • Act as a trusted technical advisor to a wide array of customers, guiding them through their AI journey and helping them unlock the full potential of data and AI.
• • Collaborate closely with internal teams, including engineering, product management, and developer relations, to shape long-term strategic priorities and drive innovation.
• • Contribute to the broader AI ecosystem by presenting at prestigious conferences such as Data + AI Summit, establishing yourself and Databricks as thought leaders in the field.
• • Influence the future direction of Databricks' AI offerings by providing critical feedback and insights to the product and engineering teams, directly shaping the product roadmap.
• • Immerse yourself in a dynamic environment that fosters continuous learning and encourages exploration of the latest trends in Generative AI, LLMOps, and machine learning.
• • Work with a team that values unique specializations, viewing the collective strength as an ensemble where individual expertise amplifies overall team capability.
• • Develop sophisticated GenAI solutions, incorporating advanced methodologies such as Retrieval Augmented Generation (RAG), multi-agent systems, Text2SQL, and fine-tuning techniques.
• • Utilize a comprehensive suite of industry-standard tools and frameworks, including HuggingFace, LangChain, and DSPy, to build and deploy state-of-the-art AI models.
• • Gain deep expertise in deploying production-grade GenAI applications, focusing on rigorous evaluation, performance optimization, and robust monitoring strategies.
• • Apply extensive hands-on industry data science experience, utilizing essential tools like pandas, scikit-learn, PyTorch, and others to manipulate, analyze, and model data effectively.
• • Build and deploy production-grade machine learning solutions on leading cloud platforms, including AWS, Azure, and GCP, demonstrating a strong understanding of cloud infrastructure and MLOps best practices.
• • Translate complex technical concepts into clear, actionable insights for both technical and non-technical audiences, fostering understanding and driving adoption.
• • Embrace a collaborative spirit, a passion for lifelong learning, and a commitment to driving tangible business value through the strategic application of AI.
• • [Preferred] Gain hands-on experience with the Databricks Data Intelligence Platform and Apache Spark™ for efficient, large-scale distributed data processing.
• • This role is ideal for individuals who thrive on customer interaction, enjoy tackling challenging technical problems, and are passionate about the rapidly evolving landscape of AI.
• • You will be instrumental in helping customers harness the power of AI to transform their businesses, driving innovation and competitive advantage.
• • The opportunity to work on first-of-its-kind AI applications means you'll be at the forefront of technological advancement, pushing the boundaries of what's possible.
• • Your contributions will directly impact the success of our customers and the strategic direction of Databricks' AI initiatives.
• • We welcome remote applicants located near our offices in London (UK), Munich (Germany), Paris (France), and Amsterdam (NL), fostering a global and diverse team environment.
• • This role offers a unique blend of deep technical work, customer engagement, and strategic influence, making it a highly rewarding career path for ambitious AI professionals.
• • You will be part of a team that is not just building AI, but shaping the future of how businesses leverage artificial intelligence.
• • The emphasis on unique specializations within the team ensures that you can bring your distinct skills to the forefront while learning from and contributing to a diverse pool of talent.
• • Your work will directly contribute to Databricks' mission as the data and AI company, empowering thousands of organizations worldwide.
• • This is a chance to work with technologies that are foundational to modern data and AI, including the Lakehouse, Apache Spark™, Delta Lake, and MLflow.
• • You will be empowered to experiment, innovate, and deliver solutions that have a significant and measurable impact.
• • The role demands a proactive approach to problem-solving and a keen ability to anticipate customer needs and industry trends.
• • We are looking for individuals who are not afraid to challenge the status quo and are driven to find elegant and effective solutions to complex problems.
• • Your ability to communicate effectively and build strong relationships will be key to your success in this customer-facing role.
• • The continuous evolution of AI means you will always be learning and growing, staying at the cutting edge of the field.
• • This is more than just a job; it's an opportunity to be part of a transformative journey in the world of data and artificial intelligence.