Full-Time

Applied ML Engineer

Updated on 4/17/2024

Speak

Speak

51-200 employees

AI language learning app, speech recognition

AI & Machine Learning
Education

Junior, Mid, Senior

San Francisco, CA, USA

Required Skills
Python
Pytorch
Requirements
  • Extensive experience training and deploying custom deep learning models to production
  • Proficiency in Python and common Deep Learning frameworks like PyTorch
  • Strong communication skills and the ability to explain complex ML concepts to non-technical stakeholders
  • Sharp product sense and an ability to think broadly and cross-functionally about model quality in the context of user experience
Responsibilities
  • Training and deploying phoneme recognition models end-to-end, including monitoring, performance tracking, and retraining
  • Expanding Pronunciation Coach to provide precise feedback and integrate more broadly across the learning platform
  • Tracking metrics to measure performance of existing phoneme models across markets
  • Building out an assessment system to provide nuanced feedback on pronunciation, intonation, prosody, and more
  • Building and maintaining data infrastructure; i.e. audio data pipelines, training/evaluation datasets creation and management, labeling/active learning loop
  • Supporting the broader Speech & ML team (e.g. developing and localizing ASR models)

Speak is an AI language learning app that elevates language acquisition through its advanced conversational Speech Recognition technology, delivering fast response times and high accuracy. The platform stands out as a leader in the EdTech industry with recognition from established platforms like Apple, providing a superior language learning experience to millions of users. Working here offers the opportunity to be at the forefront of educational innovation in a culture that values technological advancement and user-centric design.

Company Stage

Series B

Total Funding

$74.4M

Headquarters

San Francisco, California

Founded

2015

Growth & Insights
Headcount

6 month growth

28%

1 year growth

197%

2 year growth

351%

Benefits

Standard tech startup benefits

Stipends for commuting, fitness, & learning

Annual company offsite.