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AI Inference Engineer at High Tech Engineering Center Kft. – Budapest | Jobyssey

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AI Inference Engineer

AI Inference Engineer

High Tech Engineering Center Kft. · Budapest, Szervita tér . · 4 weeks ago

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Work mode: Onsite
Experience: 2+ years

ai cpp cuda deepspeed distributed-systems linux machine-learning onnx python pytorch quantization tensorflow tensorrt

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Building and optimizing inference pipelines for large-scale model serving
Working with frameworks like PyTorch, TensorRT, and vLLM to deploy models efficiently
Implementing and optimizing ML models using techniques such as quantization, kernel fusion, and efficient batching
Optimizing and implementing core ML operators such as GEMMs, convolutions, activations
Investigating and resolving issues through system-level debugging and performance analysis
Defining and applying practices for testing, deployment, and scaling AI systems

BSc/MSc in Computer Science, Engineering, Mathematics, or related discipline
Strong programming skills in C/C++ or Python in Linux environments using common development tools
Solid knowledge of computer architecture, system software, data structures
Hands-on experience implementing algorithms in high-level languages (C/C++/Python)
Exposure to specialized hardware such as GPUs, FPGAs, DSPs, AI accelerators and frameworks such as OpenCL or CUDA
Experience designing or working with high-performance software systems
Solid knowledge of ML fundamentals
Experience in model serving frameworks such as Triton Inference Server, DeepSpeed Inference, vLLM
Experience with ML runtimes such as ONNX Runtime, TVM, IREE, XLA
Experience deploying ML workloads across distributed systems
Experience implementing and optimizing ML operators and kernels with focus on vectorization and efficient execution
Experience in hardware-aware optimizations and performance tuning
2+ years of experience developing software targeting AI hardware

Contribution to open-source projects such as LLVM/MLIR, PyTorch, TensorFlow, ONNX Runtime, xDSL, IREE

Full time

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