AI Platform & Inference Suite Engineer (Staff/Senior Staff level) - Riyadh, KSA
Tasks
- Advise customers on model selection and deployment feasibility
- Apply model quantization and mixed precision optimization
- Build test and deploy scalable inference pipelines
- Convert deep learning models
- Design end to end AI pipelines with preprocessing and post processing
- Design multi model workflows for detection tracking and recognition
- Develop and maintain ML application pipelines with customer frameworks
- Integrate models with runtime and optimization
- Integrate video pipelines into inference pipelines
- Optimize LLM and GenAI workloads for multi SoC and multi card architectures
- Optimize inference for throughput latency and accuracy
- Perform hardware sizing and architecture alignment
- Plan capacity and infrastructure optimization
- Port deep learning models to accelerator based data center platforms
- Produce technical documentation and runbooks
- Profile and debug performance bottlenecks in compute memory and runtime
- Select video processing pipeline components
- Serve models with NVIDIA Triton Inference Server
- Serve models with TensorFlow Serving
- Serve models with vLLM
- Validate model capability in deployment environments
Perks/Benefits
- Customer facing technical advisory role
- Technical documentation and training opportunities
- Travel opportunities
Skills/Tech-stack
C# | C++ | Capacity Planning | Concurrency | Container Orchestration | Data Preprocessing | Data postprocessing | Docker | FFmpeg | GStreamer | Git | INT8 | Inference Optimization | Inference Server | Kubernetes | Latency optimization | Linux | Mixed Precision | Model Conversion | Model Quantization | NVIDIA Triton | NVIDIA Triton Inference | NVIDIA Triton Inference Server | ONNX | Performance Profiling | PyTorch | Python | Runtime integration | TensorFlow | TensorFlow Serving | Throughput Optimization | Triton Inference Server | VLLM
Education
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
Regions
Countries
States
Cities
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