Forward Deployed Engineer- Asset Management | IFS Copperleaf
Core
Forward Deployed Engineer who stands up product on customer data to prove value in deals and rapidly prototypes AI solutions for critical pursuits.
Role type
Senior IC forward-deployed engineer (AI/ML & enterprise integrations)
Builds
Customer-specific prototypes, production-ready solutions, and reusable accelerators for asset-intensive industries
Domain
Asset-intensive industries (utilities, energy, transportation) + AI/ML decision analytics
Deliverable
production ML models
Required skills
LLM application development, RAG, prompt and context engineering, agent orchestration, enterprise system integration (REST/streaming APIs), customer-facing technical discovery, solution architecture, productionization, observability
Preferred skills
Angular, Python, SQL, data modeling, pipeline building, debugging in live environments, prior customer-facing technical work, deploying AI in regulated environments
Technologies
LLMs, RAG, Claude Code, ESRI ArcGIS, IBM Maximo, SAP, Oracle ERP, PowerBI, REST APIs, streaming APIs
Responsibilities
Run technical discovery sessions and hold value conversations with stakeholders, prototype AI solutions to test hypotheses inside deal timelines, build and deploy solutions with customer data, measure adoption and workflow impact, partner with Product/R&D to shape roadmap based on validated patterns, turn recurring needs into reusable accelerators
Seniority
Senior, hands-on IC
