AI Systems Engineer IRC216136 in GlobalLogic

AI Systems Engineer IRC216136 Київ, віддалено GlobalLogic isinviting anexperienced AISystems Engineer tojoin our engineering team. Continuation ofthe project related toself-driving cars. Requirements: Core Technical Skills Machine Learning and Deep Learning: Solid understanding ofML and deep learning principles, algorithms, and architectures. Familiarity with arange ofmodels, including but not limited toCNNs, RNNs, and transformers, across various applications like image processing, natural language processing, and predictive analytics. Model Conversion and Optimization: Expertise inconvertingML models toONNX format for interoperability and further optimizing them using NVIDIA TensorRT for high-performance inference onNVIDIA Jetson devices. NVIDIA Jetson Platforms: Hands-on experience with NVIDIA Jetson Nano, TX2, XavierNX, orAGXXavier, including setup, configuration, and performance tuning. Knowledge ofJetson software stack, including JetPack SDK. Dependency Management: Proficiency insolving dependencies and compatibility issues during model conversion and deployment, including library versions, CUDA, and cuDNN dependencies. Programming Languages: Strong programming skills inC++, with experience inPython being aplus. Proficiency inusing PyTorch, TensorFlow, orother deep learning frameworks for model development and training. Environment and Tools: Familiarity with Docker and virtual environments for managing project dependencies. Experience with version control systems, preferably Git, for code collaboration and versioning. Would beaplus Edge AIApplications: Understanding ofEdge AIconcepts and experience indeployingAI solutions onedge devices, optimizing for low power consumption and latency. Data Preprocessing: Skills indata augmentation, preprocessing, and transformation techniques toprepare datasets for efficient training and inference onedge devices. Benchmarking: Experience inconducting benchmarks tomeasure model performance (e.g., inference speed, accuracy, power consumption) onNVIDIA Jetson platforms. Troubleshooting: Ability totroubleshoot and debug hardware and software issues, including performance bottlenecks and memory constraints onedge devices. Responsibilities: Solution Porting: Leading the efforts toport existing machine learning solutions toNVIDIA Jetson hardware, ensuring compatibility and stability. Collaborating withML engineers tounderstand the intricacies ofthe models and algorithms being ported. Performance Optimization: Optimization ofmachine learning models and algorithms toleverage the unique hardware features ofNVIDIA Jetson, such asGPU acceleration, toenhance performance and efficiency. Implementation optimizations such asmodel quantization, pruning, and TensorRT conversion toimprove inference speed and reduce model size. Integration and Testing: Integration ofoptimized models into the target hardware environment, ensuring seamless operation within the customer’s existing ecosystem. Conduct thorough testing and validation toidentify and resolve any performance bottlenecks orcompatibility issues. Collaboration and Communication: Serve asthe primary liaison between the machine learningengineering team and hardware specialists, facilitating clear communication and collaboration across these disciplines. #LI-Remote #LI-IB1 What DoWeOffer? Wecreate anenvironment where everyone can fully realize their talents, freely share knowledge and experience, and create truly important things. Happy people create revolutionary products. Webelieve that weare able tochange the world for the better— andwe, asacompany, help our specialists grow and betruly happy! Various types ofcooperation— comfortable office orremote collaboration from home , opportunities for relocation— all depend onyour preferences. Wewill support you atevery stage ofthese processes and doour best tohelp you feel comfortable! Support ofhealth and sports activities Wecare about the physical and mental health ofall specialists. Every specialist can choose the most relevant option for themselves: Medical Insurance— our partners provide our consultants with special health insurance packages, which include both doctor’s visits and massage courses. Also, our specialists have special conditions for special insurance for loved ones, insurance during travel, and transport insurance. Wellbeing Deposit— this deposit allows you tobuy sports equipment for the home and uniform, gotothe gym, etc. Itisalso possible tovisit apsychologist, attend massages and spa treatments, and even subscribe tofitness applications for amobile phone oronline training related tophysical and mental health. Learning and professional growth You’ll collaborate with— and learn from— award-winning designers and engineers through customer projects, hackathons, meetups, and more. Listen tothe top speakers orbeone ofthem— it’s uptoyou! Moreover, wehave various internal courses, programs, and possibilities toboost your skills. Create more than just acode. Make animpact beyond the code Intoday’s world, software engineers create abetter future for people and the planet. GlobalLogic’s experts are contributing tothis world right now invarious projects: automotive, media, industrial, and healthcare. Sustainability and Social Responsibility Wepositively impact our communities bysupporting education, the environment, and developing women intech. For example, learn more about our EcoHike — aspecial app that makes the world cleaner! Not only our engineers, but tourists, eco-activists, and hiking fans are using itregularly tokeep our nature clean and vital. Technology first Realize all your ideas within our internal tech clubs and communities. Feel free tofind new friends, boost your skills, and grow professionally!