Edge AI Machine Learning Engineer- Poland Location

2 miesięcy temu

Warsaw, Polska R Systems Pełny etat
R Systems is seeking a talented Edge AI Machine Learning Engineer with specialized expertise in GPU/NPU acceleration to join our team.The ideal candidate will have extensive hands-on experience in developing and optimizing AI inference models for embedded GPU/NPU architectures. As a Principal Machine Learning Engineer specializing in Edge AI, you will play a crucial role in shaping the future Edge AI solution, leveraging the power of GPU/NPU acceleration and enterprise-grade, large-scale edge computing. You will combine technical excellence with effective leadership, creating a positive impact on both projects and team dynamics.

If you are a skilled Edge AI Machine Learning Engineer with a passion for pushing the boundaries of edge computing and GPU/NPU acceleration, we want to hear from you

Apply now to be part of our dynamic and collaborative team and join us in shaping the future of AI at the edge and revolutionizing industries with innovative Edge AI solutions

Your contribution:
  • Influence the Edge AI strategy by providing expert advice on design and architecture.
  • Make critical decisions regarding technical directions, scalability, and system performance.
  • Develop and optimize AI inference models for deployment on edge devices with embedded GPU/NPU accelerators, focusing on low-latency inference runtimes.
  • Implement and fine-tune low-latency inference pipelines to meet real-time performance requirements.
  • Collaborate with cross-functional teams to integrate AI inference solutions into edge computing platforms and applications.
  • Collaborate with the GPU Hardware Design Team to design and optimize GPUs/NPUs that power next-generation devices.
  • Conduct performance profiling and optimization to maximize the efficiency of GPU/NPU acceleration for Edge AI inference.
  • Work on micro-architecture development, ensuring efficient execution of graphics, compute, and AI workloads within energy and area constraints.
  • Stay current with advancements in GPU, NPU, and Edge AI frameworks, incorporating them into solution designs as appropriate.
  • Provide technical expertise and support to project teams, ensuring successful implementation and deployment of Edge AI solutions.
Bring along:
  • Bachelor’s degree in computer science, Engineering, or a related field; Master’s degree preferred.
  • 5+ years of hands-on experience in AI model development and deployment, with a focus on edge computing and inference runtime optimization.
  • Strong programming skills in languages such as Python and C/C++
  • Proficiency in ML frameworks (e.g., Scikit-learn, TensorFlow, PyTorch, XGBoost) with focus on edge AI applications deployment (e.g., Glow, TFLite, TensorRT)
  • Experience with MLOps frameworks (e.g., Kubeflow, MLflow, TFX, Airflow, H2O)
  • Extensive experience with GPU/NPU acceleration for AI inference, including optimization techniques (tensor, pipeline, data, sharded data parallelism) and performance tuning,
  • Hands on experience with one or more GPU/NPU frameworks: CUDA, Vulkan, OpenCL, familiarity with NVIDIA Jetson, ARM Mali, or relevant SoC configurations.
  • Knowledge of parallel computation, memory scheduling, and structural optimization.
  • Excellent problem-solving and analytical skills, with a passion for innovation and continuous learning.
Additional Skills (Preferred):

  • Experience with edge device hardware and software integration.
  • Familiarity with edge computing architectures and IoT platforms.
  • Experience with edge AI applications in domains such as robotics, autonomous vehicles, or industrial automation


About R Systems:

WE SPEAK DIGITAL.OverviewFormerly known as Computaris, we are the European branch of R Systems - global technology and analytics services company.We help our clients achieve speed-to-market, overcome digital barriers, and create business value with our specialized service offerings and consultative business approach. We speak the language of business as fluently as we do the language of technology. In other words: We speak Digital. Our goal: accelerate our clients’ digital leadership.Our clients choose to partner with us for Cloud transformation, automation, data science, analytics, and product engineering, thanks to our technical expertise, domain knowledge, global presence and a record of delivering world-class solutions consistently for over 28 years.With a global workforce of 4,800+ employees spread across 16 delivery-centers and 26 offices, we continue to empower organizations with cutting-edge technologies. In Europe, R Systems has offices in the UK, Romania, Poland, Moldova and Switzerland, providing digital transformation services and extensive telecom expertise.

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