On-Device Speech ML Researcher (ASR/LMs)

Socket.dev; Cupertino (CA); On-site; USD 180,000 - 230,000; Full time

Job summary

Socket.dev is seeking a researcher to push the boundaries of machine learning in speech, focusing on running state-of-the-art models efficiently on-device. You will collaborate with researchers to advance ASR and speech-language modeling, publish results in top venues, and prepare reports for conferences.

You will ensure reproducibility, contribute technical reports, and have opportunities to collaborate with broader teams across the organization.

Qualifications

• Demonstrated expertise in machine learning research.
• Publication record in relevant ML conferences (e.g., NeurIPS, ICML, ICLR) and/or speech conferences (e.g., Interspeech, ICASSP, ASRU).
• Hands-on experience with PyTorch.
• Strong mathematical skills in linear algebra and statistics.
• PhD, or equivalent practical experience, in Computer Science, or related technical field.

Skills

Publication record in ML conferences

Hands-on with PyTorch

Strong mathematics in linear algebra &

Ability to formulate research problems

Strong presentation skills

Education

PhD or equivalent practical experience in CS or related field

Job description

Socket.dev is seeking a researcher to push the boundaries of machine learning in speech, focusing on running state-of-the-art models efficiently on-device. You will collaborate with researchers to advance ASR and speech-language modeling, publish results in top venues, and prepare reports for conferences.

You will ensure reproducibility, contribute technical reports, and have opportunities to collaborate with broader teams across the organization.