machine learning engineer
генерация резюме под вакансию
сопроводительное письмо
описание
SpeechTech develops award-winning AI products, including voice assistants and voice-first agentic architectures, with a focus on privacy-first and on-premises deployment for tech corporations.
задачи
- Design and optimize ASR models to ensure high accuracy in speech recognition;
- Collaborate with product managers and engineers to integrate ASR technology;
- Partner with data teams to build efficient audio data pipelines;
- Update and refine ASR models to adapt to various domains and dialects;
- Research and implement the latest ASR advancements;
- Test and validate models to meet strict standards.
требования
- 3+ Years of hands-on experience in speech recognition or a closely related field;
- Proficiency in Python and deep learning frameworks, especially PyTorch;
- Strong understanding of state-of-the-art automatic speech recognition techniques and models;
- Experience with streaming ASR models such as Conformer;
- Strong understanding of recognition improving techniques like beamsearch and language modeling;
- Familiarity with ASR evaluation techniques;
- Knowledge of signal processing, statistical modeling, and language structure;
- Nice to have: MLOps experience including MLFlow, familiarity with low-latency audio streaming and optimization techniques, hands-on experience with Triton Inference Server and TensorRT, proficiency in building ML backends and deploying APIs.
условия
- 21 Vacation days plus public holidays and 5 sick days;
- Private English lessons via Preply;
- Company-paid subscriptions to top AI tools such as ChatGPT, Claude, and Cursor.
навыки
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