(Senior) Computer Vision Scientist – 3D Vision & Surgical Imaging

Outsight

Outsight’s software solutions track the motion of people and vehicles using 3D LiDAR data. Operators of transportation hubs like airports and train stations but also sport venues, road infrastructures and industrial sites can now access accurate and anonymous Spatial Intelligence data, in order to improve operations and increase user safety and satisfaction.   Our international team of scientists and engineers drive the development of our solutions from Paris, San Francisco, Sophia-Antipolis (Nice) & Hong Kong. To support our global outreach, we also operate a commercial office in Spain.   You can find below an interesting link about who we are and what we do : Insights about Outsight   Our Passenger Flow Traffic Monitoring solution is trusted by the world’s leading airports and train stations across four continents, including the most renowned hubs celebrated for their operational excellence and exceptional passenger experience.  We also deploy our solutions in other markets such as Tourism, Retail and Sports. Additionally, our Car Traffic Remote Monitoring product is trusted by several Tier 1 customers, including BMW.   Our Hybrid SaaS platform, SHIFT, turns raw data from Lidars and Edge AI appliances into actionable real-time insights—from optimizing passenger flow at international airports to ensuring safety in industrial zones. We operate a complex infrastructure spanning on-premise Edge devices, cloud backends, and end-user interfaces.   The mission: Own the Platform Strategy   We have built the industry's most powerful Spatial Intelligence application. Now, we are undertaking our most ambitious evolution yet: transforming our software into an Open, Autonomous Platform.   We are looking for a Senior Product Manager to own Pillar 3 of our roadmap: Scalable & Composable Experiences. You will look beyond the tactical wins of today to architect the ecosystem of tomorrow (Q3 2026 and beyond).   Your mission is to decouple our technology into modular building blocks (APIs, SDKs) and automate the operations of our distributed Edge-to-Cloud infrastructure.   Responsibilities   Empower Outsight teams, partners and large clients to build their own custom applications using Outsight "bricks" directly inside their environments, without needing our engineering team.   Enable customers to stream clean spatial data directly into their own BI tools (PowerBI, Tableau etc.) or feed it into AI Agents/LLMs.   You will define the roadmap for "Headless" deployments, where the value is purely in the API data stream.   Zero-Touch Operations:   Operation scalability: Enable the operations team to manage 10x the number of sites with the same headcount.   Unified Fleet Management: A single control plane to monitor the health of the entire pipeline (Sensor status → Edge processing load → Cloud connectivity).   Self-Healing Infrastructure: Automated detection and resolution of issues (e.g., auto-restarting Edge services, “OTA” firmware updates for appliances, automated re-calibration of sensors).   Deep Observability: Build the framework for accurate and actionable metrics about our system health, status, and security. You will ensure we have a real-time pulse on everything from sensor temperature and edge CPU load to cloud API latency.   What are the requirements for the role?   Must-Haves:   5+ years in Product Management, with a specific focus on B2B SaaS Platforms or IoT/Edge Computing.   Hybrid Infrastructure Fluency: You have managed products that involve both Hardware/Edge devices and Cloud software.   You understand the challenges of distributed fleets (connectivity, bandwidth and latency constraints).   API & Developer Experience: You have experience defining API strategies (REST/gRPC) and SDKs. You know how to build a product for developers as the end-user.   Platform Thinking: You can demonstrate experience where you shifted a product from a monolithic app to a modular platform.   Strategic Vision: Ability to define a 12-18 month roadmap that balances technical debt, architectural evolution, and commercial value.   Nice-to-Haves:   Background in DevOps/Cloud Architecture: Familiarity with Docker, Kubernetes, or Fleet Management tools (e.g., Balena, AWS Greengrass) is a huge plus.   Spatial Tech Experience: Familiarity with Lidar, Digital Twins, GIS, or Computer Vision.   Enterprise Security: Experience implementing RBAC, SSO, or Zero Trust architectures for large enterprise clients.   Why join us?    Complexity & Scale: You will solve unique challenges at the intersection of Hardware, Edge Computing, and Cloud SaaS.   Autonomy: This is a distinct "Pillar" of our product. You will have significant ownership over the direction of the Platform strategy.   Impact: You are joining at the pivotal moment where we scale from "Product" to "Platform"—the most exciting phase for any B2B tech company. Be part of the team pioneering Spatial Intelligence solutions at unprecedented scale—the breakthrough technology transforming how the world’s most prestigious airports, infrastructure operators, and smart cities understand and optimize physical flows.   ---   As a 7-time Gartner-recognized category-defining leader with dozens of global awards including “Edge AI Product of the Year,” “LiDAR Leader Award,” “CES Best of Innovation” and many more, we’re backed by 37 patents and deployments with the most prestigious (and challenging) customers across four continents.   Join our international team of world-class experienced engineers and business leaders solving humanity’s most complex spatial challenges, from passenger flow optimization to autonomous robotics coordination, while working at the cutting edge of 3D AI, LiDAR perception, and real-time analytics.   Supported by rock-solid investors including BNP Paribas, BPI France, Energy Innovation Capital and Demeter who back our long-term vision, this is your opportunity to shape how physical and digital worlds interact, with the resources, growth trajectory, and technical challenges that will accelerate your career in ways traditional companies cannot offer.   ---   Outsight is an Equal Employment Opportunity employer that pursues and hires a diverse workforce. Outsighters don't make employment decisions on the basis of race, color, religion, ethnic or national origin, nationality, sex, gender, gender-identity, sexual orientation, disability, age, military status, or any other basis protected by local, state, or federal laws. Outsight also strives for a healthy and safe workplace, and prohibits harassment of any kind. If you have a disability or special need that requires accommodation, please let us know.

Arago

MEET ARAGO AND THE ARAGONIANS Arago is an AI and computer hardware company whose mission is to drive the course of history forward. We do so by accelerating breakthroughs at the intersection of AI and semiconductors. Founded in 2024 by AI researchers and physicists with deep expertise in photonics, electronics, software, mathematics, and machine learning, Arago brings together a lean team of engineers and scientists from the world’s top companies and research labs. Composed of nine nationalities and operating from hubs in France, North America, and Israel, we believe in great science and fast achievements. Our work is guided by these core principles: 1. Do great things: we deliver work we’re proud to sign our name to. 2. High velocity: speed matters. We move quickly, one step at a time. 3. One unit: we’re all in this together, with relationships grounded in trust, respect, and camaraderie. Arago is backed by executives from Apple, Arm, Nvidia, Microsoft, and Hugging Face, as well as prominent US and European deeptech venture firms and exited founders. WHAT YOU’LL DO Work on the definition and realization of next-generation compute architectures by driving system-level design, guiding cross-functional engineering teams, and delivering silicon from first concept to production. RESPONSIBILITIES * Carry the top-level architecture of Arago’s multiphysics compute platform, including processing elements, interconnects, memory subsystems, and system-level control. * Own the architectural vision from concept through tape-out, driving system modeling, specification, and implementation handoff across engineering teams. * Work and mentor cross-functional hardware teams across RTL design, functional verification, and physical integration to ensure consistent technical direction and execution quality. * Collaborate with software, packaging, and system integration teams to ensure architectural choices support overall platform scalability, performance, and reliability. * Evaluate new architectural directions, develop performance and cost models, and guide prototyping efforts to de-risk innovations for future product generations. REQUIRED SKILLS AND EXPERIENCE * Proven track record in architecting complex, high-performance digital systems such as multicore processors, vector engines, and domain-specific accelerators. * Deep expertise in computer architecture, including memory hierarchies, interconnects, cache coherence, instruction set design, and performance-power-area trade-offs. * Hands-on experience with the design and integration of compute-intensive blocks such as vector arithmetic logic units (ALUs), SIMD pipelines, systolic arrays, and custom datapaths for signal or tensor processing. * Experience in leading full ASIC development cycles from architectural concept and modeling through RTL implementation, functional verification, physical design, and tape-out. * Experience with advanced system integration and packaging technologies such as HBM, chiplets, and 2.5D/3D integration, with a strong understanding of their architectural and system-level impact, is highly valued. * Strong leadership and communication skills, with the ability to align multidisciplinary teams (architecture, RTL, verification, software, and physical design) under a unified vision. PAY AND BENEFITS * Competitive cash compensation, with final package based on location, experience, and the pay of team members in similar positions. * Meaningful stock option plan offered at the earliest stage of the company (included in the majority of full time offers). * Relocation bonus and coverage of moving expenses for relocation within 20 minutes of the company’s location. * Healthcare coverage (including family-friendly options), pension contributions, professional development support, and 25 days of PTO, in addition to public holidays. * Ownership of a key technical domain, with significant vertical and/or horizontal growth opportunities, based on performance and individual drive. * A high-paced, multicultural (with 9 nationalities), and engineering-led environment.

Freeform

SENIOR SOFTWARE ENGINEER (GEOMETRY PROCESSING)  Freeform builds AI-native manufacturing systems that unify software, hardware, and physics to produce industrial-scale parts at the speed of human ideation. By treating manufacturing as a single integrated system, we unlock a new era of innovation where complex hardware is designed, built, and scaled without limits.  Metal 3D printing at production scale is one of the hardest unsolved problems in manufacturing, and geometry processing sits at the center of it. At Freeform, the geometry pipeline is not a preprocessor that hands off to a printer, but the intelligence that drives the entire machine. Our stack spans GPU-accelerated mesh processing, physics-informed simulation, real-time toolpath generation, and closed-loop geometric feedback during the print itself. NVIDIA invested in Freeform because of it.  In this role, you will own core systems at the intersection of 3D geometry and real-time GPU compute. If you have spent your career making geometry fast and correct, whether in game engines, real-time rendering, visual effects, or simulation, the underlying structure of the problems will feel familiar. What will not feel familiar is the stakes: your geometry runs on machines building real parts out of metal, at a factory-scale that’s never been done before. You will work across the full stack, from mathematical geometry representations to the GPU kernels that transform them, alongside engineers who bring the same depth of thinking to every problem.  We look for engineers who have gone deep on hard geometry problems and are ready to do that work where the output is physical.  Responsibilities: * Develop GPU-accelerated algorithms for mesh deformation, procedural geometry generation, parallel spatial queries, and volumetric space-filling operations  * Collaborate with simulation and hardware engineers to integrate physics-based and sensor models into the GPU compute pipeline * Partner with data scientists to integrate neural geometry processing and machine learning models for print quality prediction and in-process optimization * Design and develop the end-to-end print preparation pipeline, from CAD ingestion and mesh repair through GPU-parallelized slicing, adaptive toolpath generation, and hardware handoff, for a production-scale metal 3D printing system * Work with backend software engineers to architect the interface between the geometry processing stack and the metal 3D printing hardware layer * Build production automation solutions across the geometry processing pipeline, including automated defect detection and in-process geometry correction * Develop integrations with third-party CAD and CAM software APIs, with a focus on robust and maintainable interchange pipelines * Write production-quality C++ across the geometry stack: performant, well-tested, and built to last in a real manufacturing environment * Generate and maintain documentation of designed software and integrated systems Basic Qualifications: * Bachelor's degree in computer science, computer engineering, applied mathematics, or similar AND 5+ years of software development experience, OR Master’s degree in aforementioned fields with 2+ years of experience, OR PhD in aforementioned fields  * Proficiency with C++  * Experience using GPUs for geometry processing  Preferred Skills and Experience: * MS or PhD in computer science, computational geometry, applied mathematics, or related field highly preferred * Familiarity with neural geometry processing or learned representations (e.g. neural fields, point cloud networks, diffusion-based mesh generation)  * Experience interfacing with CAD and CAM software APIs (understanding of CAD import)  * Experience working with Signed Distance Field (SDF) representations of geometry  * Experience with spatial data structures and GPU-friendly geometry representations (e.g. BVHs, octrees, tetrahedral meshes, volumetric grids) * Experience with cloud-based geometry processing or distributed compute workloads Location: * Based in Hawthorne, our vertically integrated facility brings technology development, R&D, and production together under one roof. We operate at the center of LA’s deep tech ecosystem, surrounded by some of the most ambitious hardware innovation happening anywhere in the country. * Our fast-paced, cross-functional environment is built on close collaboration, and as such, this role requires full-time onsite presence (five days a week), with very limited exceptions. Why Freeform? * We are building technology that did not exist five years ago and will define how metal parts are made for the next fifty. The geometry team is at the center of that, and this role is a chance to do the most consequential geometry processing work of your career.  * We have an inclusive and diverse culture that values collaboration, learning, and making deliberate data-driven decisions.  * Benefits * Significant stock option packages * 100% employer-paid Medical, Dental, and Vision insurance (premium PPO and HMO options) * Life insurance * Traditional and Roth 401(k) * Relocation assistance provided * Paid vacation, sick leave, and company holidays * Generous Paid Parental Leave and extended transition back to work for the birthing parent * Free daily catered lunch and dinner, and fully stocked kitchenette * Casual dress, flexible work hours, and regular catered team building events * Compensation   * As a growing company, the salary range is intentionally wide as we determine the most appropriate package for each individual taking into consideration years of experience, educational background, and unique skills and abilities as demonstrated throughout the interview process. Our intent is to offer a salary that is commensurate for the company’s current stage of development and allows the employee to grow and develop within a role.  * In addition to the significant stock option package, the estimated salary range for this role is $135,000-$250,000. The upper end of the range is reserved for individuals who demonstrate exceptional experience, deep domain mastery, and a proven history of high performance and impact. * Freeform is an Equal Opportunity Employer that values diversity; employment with Freeform is governed on the basis of merit, competence and qualifications and will not be influenced in any manner by race, color, religion, gender, national origin/ethnicity, veteran status, disability status, age, sexual orientation, gender identity, marital status, mental or physical disability or any other legally protected status.