維車資安股份有限公司

We are seeking a highly skilled **Embodied AI Model Security Engineer** to join our AI research and robotics engineering team. This hybrid role blends **AI/ML expertise** with **robotics simulation and control**, focusing on the development, fine-tuning, and secure deployment of embodied AI systems. You will design training pipelines, work with robot simulation environments, implement teleoperation data collection frameworks, and research model security to safeguard our AI-driven robotics applications. ## Key Responsibilities ### AI/ML Development & Optimization * Design and implement **end-to-end fine-tuning pipelines** for large-scale language, vision, and vision-language-action (VLA) models. * Develop and manage **training datasets**, including synthetic data generation from simulators and real-world data. * Profile, benchmark, and optimize inference **latency, memory footprint, and throughput** for both cloud and edge devices. * Research and analyze AI model vulnerabilities and develop defense methods. ### Robotics Simulation & Control * Build and operate robotics simulation environments using **IsaacSim, Gazebo, MuJoCo**, or similar tools, and operate physical robots via robotics operating systems such as ROS/ROS2. * Integrate AI models into simulation pipelines for testing, evaluation, and synthetic data generation. * Validate control policies in simulation before deployment to physical hardware. ### Robot Communication & Control Systems * Implement robot control via **CANBus, serial, or similar communication protocols**. * Develop real-time interfaces between AI models and robot hardware controllers. ### Leader–Follower Teleoperation for Data Collection * Implement **leader–follower architectures** to teleoperate robots for **training data collection**. * Capture and preprocess trajectories for use in imitation learning or reinforcement learning pipelines. ### AI Security Research & Defense * Independently research AI model vulnerabilities, focusing on embodied AI and robotics applications. * Analyze **adversarial attacks, model extraction, and unsafe behaviors**, and design mitigation strategies. * Document security findings and propose architectural improvements for safe model deployment. --- ## Minimum Qualifications * Master’s or PhD in **Computer Science, Machine Learning, Robotics**, or a related field. * **5+ years of AI/ML engineering experience**, with proven expertise in fine-tuning and deploying large-scale transformer or VLA models. * Proficiency in **Python** and major AI frameworks such as **PyTorch, TensorFlow, or JAX**. * Experience working in **Linux/Unix** environments. * Hands-on experience with **robotics simulators** (IsaacSim, Gazebo, MuJoCo, etc.). * Familiarity with **CANBus, serial communication**, or other robotics control interfaces. --- ## Preferred Skills & Experience * Experience with **adversarial machine learning** or security evaluation of AI models. * Previous work with **LeRobot** or similar open-source robotics frameworks, including controlling robots via VLA models. * Experience integrating AI models with **Kubernetes, Docker, or NVIDIA TensorRT** for deployment. * Familiarity with **differential privacy, secure enclaves, and threat modeling** for AI systems. * Track record of **technical publications or patents** in AI, robotics, or security.

【About the Role】 VicOne is looking for a self-driven Web Developer to take ownership of our company website – https://vicone.com – and help shape how we present ourselves to the world. In this role, you'll independently lead the development and ongoing improvement of a user-friendly, visually engaging, and high-performing website. You'll collaborate closely with our design and content teams, and have the opportunity to make strategic and creative decisions in a fast-paced, ever-evolving environment. We're looking for someone with experience in ASP.NET Web Forms (.NET Framework 4.8), C#, MS SQL Server, and front-end technologies like HTML, CSS, jQuery, and single-page design, ideally in an Azure environment. 【What You’ll Do】: Website Development & Maintenance • Own and manage the VicOne website, ensuring its functionality, security, and performance to reflect and reinforce our position as a leader. • Update and maintain website content in response to evolving business needs – taking initiative to clarify goals and propose solutions when requirements are still being shaped. • Collaborate with designers and content creators to transform ideas into a visually appealing, intuitive, and high-performing web experience across devices. Technical Development & Backend Management • Develop and maintain web applications using ASP.NET Web Forms (.NET Framework 4.8), C#, MS SQL Server. • Manage and optimize SQL Server databases to support web applications, including query performance optimization and stored procedures. • Ensure proper website security by collaborating with internal teams to implement security best practices. Troubleshooting & Support • Monitor and troubleshoot website issues, providing timely resolutions to maintain uptime and user satisfaction. • Stay up to date with industry trends and emerging web technologies to recommend and implement improvements.

Responsibilities: 1. Develop, implement, and maintain test plans, test cases, and test scripts specific to automotive software applications 2. Execute manual and automated tests to identify software defects and ensure product quality 3. Collaborate with regional team and customers to understand requirements and design comprehensive test strategies, ensure test coverage and traceability 4. Collaborate with developers closely to understand product detail designs and technologies, participate in the development processes, including but not limited to requirement analysis, design review, test planning, test case design and develop, unit testing, integration testing, validation and documentation 5. Assist customers in solution integration and problem resolution. Report and track defects, and work with the developers to resolve issues. 6. Continuously improve testing processes and methodologies to enhance product quality and efficiency. 7. Stay up-to-date with industry best practices and emerging trends in automotive software testing.

【Overview】: With the advent of the 5G era, the cloud-based V2X brings exciting new possibilities. An electric vehicle is not only a computer with four wheels, but also a mobile data center! Between 2018 and 2022, 125 million cars with embedded connected functions will be sold globally, and hundreds of millions of “connected cars” will join the ecosystem, bringing new challenges and security breaches. It is estimated that by 2030, there will be 700 million connected cars globally and 90 million self-driving cars! Under the waves of electric vehicles trend, all electric vehicle component suppliers who want to sell products will have to obtain information security related certifications. Trend Micro aims to assist those who want to enter the electric vehicle industry to obtain information security and establish information security certification standards. To embrace the new business opportunities, we are hiring all passionate "YOU" to join and be inspired to go onto a new journey, while exploring Electric Vehicle Security Market in depth! 【Responsibilities】: 1. Innovate comprehensive security solution for the Software-defined Vehicles (SDV) and develop automotive-grade software for target embedded systems 2. Participate in all stages of the software development process, including but not limited to requirement analysis, planning, design and develop, unit testing, automation testing and documentation 3. Support customers in solution integration and problem resolution, including solution porting, troubleshooting, bug fixing, functional and performance testing, etc. 4. Learn the real-world cyber threats and attacks against connected cars

【Why Join VicOne?】 At VicOne, you will be at the forefront of automotive cybersecurity. This is more than just a job – it’s an opportunity to help shape the security of modern vehicles on a global scale. You’ll work with a talented team of researchers and engineers who are enthusiastic about solving hard problems and sharing knowledge. We value continuous learning, personal initiative, and teamwork. As part of our Taiwan team, you will enjoy a collaborative work culture that encourages innovation and recognizes individual contributions. If you’re excited by the idea of working on cutting-edge automotive security challenges and making a tangible impact in a growing industry, we’d love to hear from you! 【Role Overview】 We seek a Cybersecurity Research Engineer to join our VicOne R&D team in Taiwan. In this role, you will focus on researching and developing advanced detection capabilities for automotive systems. You will analyze embedded software and firmware from vehicles, create signatures to identify vulnerabilities, and apply artificial intelligence to tackle complex reverse engineering challenges. This position offers a mix of hands-on technical research, creative problem-solving, and collaboration with a team of experts in automotive cybersecurity. If you are passionate about digging into low-level software, exploring new technologies, and securing next-generation vehicles, this role is for you. 【Key Responsibilities】 Open-Source and Non-Open-Source Software Analysis: Analyze various software packages and create pattern signatures to enable our vulnerability scanning engine to detect these components in automotive firmware images. - Operating System Research: Investigate a broad range of operating systems (e.g., Linux distributions, Android Automotive, QNX, real-time OSes) and develop recognition patterns that identify software packages and components from these OSes in automotive firmware. - AI-Powered Problem Solving: Apply artificial intelligence and machine learning techniques to solve complex cybersecurity and reverse engineering challenges. Use AI-driven approaches to improve pattern recognition, anomaly detection, or automation in the firmware analysis process. - Automotive Stack Investigation: Research software stacks, frameworks, and components commonly used in automotive ECU (Electronic Control Unit) development (such as infotainment systems, telematics, AUTOSAR components, communication protocols, etc.). Leverage this knowledge to enhance our scanning engine’s ability to recognize and assess those components in firmware. - Innovative Threat Research: Tackle novel and undefined challenges in the automotive cybersecurity through independent research and innovation. Experiment with new methods to analyze firmware, discover vulnerabilities, and contribute findings that shape our product’s capabilities. - Tool Development & Automation: Write and maintain Python tools and scripts to automate the above tasks. Develop supporting utilities for firmware unpacking, data parsing, pattern generation, and other research needs to streamline our vulnerability scanning and analysis workflow. - Be open, be self-motivated and be a happy engineer