Maneva
AI-powered computer vision and predictive systems for manufacturers
ForwardDeployedEngineer(FDE)
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“Forward Deployed Engineer (FDE) at Maneva. Skills: AI deployment, Customer integration, Production software. Own AI deployment lifecycle. Integrate AI vision systems”
Industry & Context.
Troubleshoot software; Troubleshoot networking; Troubleshoot integration issues
On-site data collection, On-site annotation, Train in French
What They're Looking For.
Must Have
6+ years of experience combining production software engineering with industrial automation and/or applied AI, Proven experience shipping and supporting production software systems deployed into customer infrastructure, Production Python development experience with hands-on use of Linux, Docker, and Git in production environments, Cloud deployment and operations experience with at least one major platform (AWS, Azure, or GCP), Hands-on experience with at least one of: OPC-UA/Modbus/PLC integration, NVIDIA Jetson (or equivalent) edge platforms, or GenICam/industrial vision systems, Networking fundamentals for industrial deployments, including TCP/IP, VLANs, and firewalls, Experience in a customer-facing engineering role as the primary technical contact for external stakeholders, Professional working proficiency in English
Nice to Have
Professional experience working in industrial automation or manufacturing environments involving OT/IT integration
What You'll Do.
Own AI deployment lifecycle
Integrate AI vision systems
Troubleshoot production issues
Document architectures
Train customer operators
Participate in pre-sales
Support data collection
How You'll Work.
Team & Collaboration
Embed with customer operations; Embed with customer IT teams; Contribute field learnings to roadmap
Communication Scope
Train customer operators; Train customer engineers; Professional working proficiency in English
Full Job Description
Maneva is a leader in AI-powered computer vision and predictive systems for manufacturers, delivering integrated solutions that connect edge devices and factory systems with cloud software to optimize production quality and throughput. As a Forward Deployed Engineer, you will play a pivotal role in deploying advanced AI systems directly into customer environments, acting as the primary technical contact and trusted advisor for strategic manufacturing accounts. Key responsibilities include: * Own the end-to-end lifecycle of AI deployment for manufacturing clients, from scoping and integration to production hardening and handover. * Embed with customer operations and IT teams, serving as the main technical advisor and point of contact. * Integrate AI vision systems with OT/IT/cloud stacks, including OPC-UA/Modbus/PLCs, NVIDIA Jetson edge inference, ERP, and customer cloud platforms. * Build and iterate data pipelines and customer-side data flywheels, covering edge-to-cloud capture, model deployment, monitoring, and feedback loops. * Troubleshoot software, networking, and integration issues in live production environments. * Document architectures and configurations, producing formal handover artifacts for long-term support. * Train customer operators and engineers in both French and English to ensure successful adoption and operation of deployed systems. * Participate in pre-sales scoping calls and contribute field learnings to the product and engineering roadmap, helping shape reusable deployment patterns and internal tooling. * Support on-site data collection and annotation as needed. **Requirements** ### Required Qualifications: * 6+ years of experience combining production software engineering with industrial automation and/or applied AI * Proven experience shipping and supporting production software systems deployed into customer infrastructure * Production Python development experience with hands-on use of Linux, Docker, and Git in production environments * Clou
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