Forward Deployed Engineer
Forward Deployed Engineers embed with enterprise customers to architect and operationalize production AI systems that solve domain-specific business problems. Unlike traditional software engineers, they own the full lifecycle from discovery and system design through scaling and optimization, working directly alongside customer teams to translate complex requirements into deployed solutions. These roles typically sit within customer success, professional services, or partnerships teams at AI platform companies, bridging the gap between core product capabilities and real-world customer needs while feeding field insights back to drive product evolution.
Skills
What companies are looking for in this role.
Integrating complex software systems with customer infrastructure and APIs
Working directly with customers to discover requirements, identify issues, and iterate on solutions
Building and deploying production-grade generative AI applications including RAG and multi-agent systems
Translating complex customer requirements into technical solutions
Designing and implementing end-to-end AI/ML data pipelines and workflows
Writing clean, maintainable production code following software development best practices
Deploying and optimizing machine learning models in cloud environments
Designing adapters and integration layers for unfamiliar systems and protocols
Evaluating and selecting third-party tools and technologies for specific use cases
Building and optimizing retrieval-augmented generation systems for production use
Operating across the full customer lifecycle from discovery and design to scaling and optimization
Developing domain-specific AI applications tailored to industry-specific workflows
Prototyping and deploying agentic AI systems at scale
Fine-tuning and optimizing language models for specific customer applications
Implementing human-in-the-loop systems and quality measurement frameworks
Operating with high ownership and accountability for end-to-end outcomes
Collaborating cross-functionally with product, engineering, and sales teams
Bridging technical teams with business and product stakeholders
Communicating complex technical concepts to non-technical customer audiences
Conducting technical discovery sessions and gathering customer insights
Managing stakeholder expectations and translating business objectives into technical roadmaps
Providing thought leadership and presenting technical work at industry conferences
Building and managing engineering teams focused on delivery excellence
Technology
The tools and technologies that define this role.
Open Jobs
145 open Forward Deployed Engineer jobs across 32 companies.
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