Requirements and responsibilities
About Us:Collaborative autonomy is how self-tasking teams of machines will solve hard human problems, and HavocAI is an unquestioned leader in collaborative autonomy. We set the standard for autonomous surface vessels for a wide range of defense and commercial maritime missions. Success requires us to grow quickly, and we’re looking for teammates who are passionate about solving hard problems, about pushing the envelope, and about preventing conflict and saving lives. Ambition is welcome to apply within.About the Role:As an Embedded Perception Engineer, you will own how our autonomous systems perceive and understand the world — in real time, in operational environments, and under demanding maritime conditions.This role goes beyond model training. You will architect, deploy, and optimize perception pipelines that run reliably on embedded edge hardware. You’ll work across vision models, sensor fusion, and high-performance inference to deliver robust situational awareness to autonomous surface vessels executing real-world missions.If you thrive in dynamic environments, enjoy squeezing maximum performance from embedded AI systems, and want to see your work field-tested and mission-proven, this role offers immediate and meaningful impact.Key Responsibilities and Requirements:Perception System OwnershipOwn end-to-end perception pipelines deployed to operational systemsDeliver high-reliability solutions aligned with mission requirementsVision Model DevelopmentDesign, train, and optimize perception models for maritime environmentsDevelop object detection, classification, and tracking systemsWork with large vision models (ViT, CLIP, SAM, or similar)Sensor Fusion & IntegrationFuse multi-modal sensor data (camera, radar, lidar) into unified perception outputsCollaborate with hardware teams to select and integrate sensorsDevelop and validate low-level sensor drivers for high-integrity data pipelinesEmbedded Deployment & OptimizationDeploy models using NVIDIA Triton Inference ServerOptimize inference for latency and throughput on edge hardwareApply quantization, pruning, and other optimization techniquesCross-Team CollaborationIntegrate perception outputs into autonomy stacks alongside mission software and platform teamsSupport troubleshooting of perception performance in operational environmentsField Performance & MonitoringDefine metrics and evaluation frameworks to monitor deployed system healthInvestigate perception failures and drive resolution across teamsEnd-User EngagementPartner with operators and customers to translate field challenges into engineering solutionsQualifications:Bachelor’s or higher in Computer Science, Electrical Engineering, Robotics, Machine Learning, or related field3+ years developing and deploying computer vision or perception systems in C++ and/or Python on LinuxExperience with modern deep learning frameworks (PyTorch, TensorFlow)Hands-on experience with large vision models (ViT, CLIP, SAM, etc.)Experience implementing sensor fusion across heterogeneous modalitiesProficiency with NVIDIA Triton, TensorRT, ONNX Runtime, or equivalent inference toolingAbility to quickly navigate and understand complex codebasesStrong systems-thinking mindsetU.S. Citizenship and eligibility for U.S. security clearancePreferred Skills: Experience deploying perception systems on embedded platforms (Jetson, FPGA, similar)Familiarity with maritime or aerial sensor environmentsExperience optimizing models for edge inferenceKnowledge of autonomy frameworks (ROS2, MOOS-IvP)Experience with safety-critical or real-time systemsFamiliarity with military systems and defense acquisition processesWhy This Role MattersYou won’t just build models — you will build perception systems that operate in real-world, contested environments. Your work will directly influence the reliability, safety, and mission success of autonomous platforms deployed at sea.Benefits:100% Employer paid Health, Dental and Vision Insurance for you and your familiesLife Insurance (Employer Paid)Ability to participate in the companies 401k program (Matching)Unlimited PTO policy with an enforced 2 week minimumEquity PackageWork / Home Office StipendGlobal Entry16 Week Paid Parental LeaveMonthly Health and Wellness StipendOur Values:Innovation: We are driven to break new ground. Every day presents an opportunity to challenge the status quo, think boldly, and deliver advanced solutions that transform the future of defense technology.Integrity: We hold ourselves to the highest ethical standards, ensuring transparency, accountability, and trust in all our actions and partnerships.Mission-Driven: We are focused on achieving impactful outcomes that align with our core mission—protecting lives through innovation.Forward-Leaning: We continuously seek out new opportunities and remain at the forefront of technological advancements. We embrace change and anticipate the challenges of tomorrow with confidence and creativity.Ownership of All Tasks: At HavocAI, no problem is too complex or too trivial. We believe that greatness comes from tackling the hardest challenges, but also in handling the smallest, sometimes thankless, tasks with the same level of commitment and care.Servant Leadership: We lead by serving others, whether it’s supporting our employees, partners, or the broader community. Empowering those around us is key to achieving long-term success and making a lasting impact.HavocAI is an Equal Opportunity Employer and is committed to creating an inclusive and diverse workplace. We welcome applicants from all backgrounds and do not discriminate based on race, color, religion, gender, sexual orientation, age, national origin, disability, veteran status, or any other legally protected status.
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