Мэтч & Сопровод
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Описание вакансии
TL;DR
Embedded AI Engineer (Voice AI): Optimizing and deploying speech and conversational models on resource-constrained embedded and edge hardware with an accent on performance-critical runtime code and hardware-software interaction. Focus on quantization, pruning, and architecture-specific compilation to meet strict latency, memory, and power budgets for real-time voice experiences.
Location: Must be based in the USA (Remote)
Salary: $219.3K – $274.1K base salary + bonus + equity
Company
Deepgram is a leading Voice AI platform providing real-time speech-to-text and text-to-speech APIs, powering voice offerings for over 1,300 organizations.
What you will do
- Define architecture for on-device, real-time inference across diverse processors and accelerators.
- Optimize models through quantization, pruning, distillation, and operator fusion.
- Write performance-critical runtime code in C, C++, or Rust for embedded environments.
- Integrate with edge inference runtimes and vendor NPU/DSP toolchains.
- Build on-device runtime plumbing including deployment pipelines and telemetry.
- Establish benchmarking and validation for latency, accuracy, and power consumption.
Requirements
- Must be based in the USA
- Experience delivering production systems on resource-constrained hardware.
- Strong proficiency in C, C++, or Rust for performance-critical code.
- Hands-on experience with model optimization for on-device deployment.
- Familiarity with edge inference runtimes like ONNX Runtime, TensorRT, or TFLite.
- Understanding of hardware-software interaction including CPU/GPU/NPU/DSP architectures.
- Experience working with bare-metal, RTOS, or embedded Linux environments.
Nice to have
- Experience with real-time audio processing and DSP pipelines.
- Depth in ML optimization techniques like custom quantization or neural architecture search.
- Background in hardware evaluation and benchmarking.
- Experience shipping AI features in consumer products at scale.
Culture & Benefits
- AI-first culture where AI tools are integrated into daily workflows.
- Fast-paced environment focused on experimentation and rapid adaptation.
- Competitive compensation including base salary, annual bonus, and equity.
- Opportunity to work on cutting-edge edge AI technology for consumer hardware.
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