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Full-Time

Senior Data Scientist

Posted on 6/5/2024

Deepgram

Deepgram

51-200 employees

Speech recognition APIs for audio transcription

Consulting
Hardware
VR & AR
Enterprise Software
AI & Machine Learning
Legal
Entertainment

Senior, Expert

Remote in USA

Category
Data Science
Data & Analytics
Required Skills
Python
Data Analysis
Requirements
  • Experience building data processing pipelines
  • Experience applying statistical methods and deep learning models
  • Ability to design and carry out research programs independently
  • Strong software engineering skills in Python and Pytorch
  • Strong communication skills
Responsibilities
  • Build high performance data acquisition, preparation and synthesis pipelines
  • Develop advanced characterizations of complex conversational audio
  • Collaborate with DataOps and Engineering to create automated systems
  • Build advanced benchmarking methodologies for evaluating interactive, conversational agent systems

Deepgram specializes in artificial intelligence for speech recognition, offering a set of APIs that developers can use to transcribe and understand audio content. Their technology allows clients, ranging from startups to large organizations like NASA, to process millions of audio minutes daily. Deepgram's APIs are designed to be fast, accurate, scalable, and cost-effective, making them suitable for businesses needing to handle large volumes of audio data. The company operates on a pay-per-use model, where clients are charged based on the amount of audio transcribed, allowing Deepgram to grow its revenue alongside client usage. With a focus on the high-growth speech recognition market and a strong client base, Deepgram aims to meet the increasing demand for efficient audio processing solutions.

Company Stage

Series B

Total Funding

$103.3M

Headquarters

San Francisco, California

Founded

2015

Growth & Insights
Headcount

6 month growth

1%

1 year growth

-8%

2 year growth

-11%
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Simplify's Take

What believers are saying

  • Deepgram's partnerships with companies like EMAM and Clarifai expand its market reach and enhance its technological capabilities.
  • The launch of Aura positions Deepgram as a key player in the real-time conversational AI space, opening new opportunities for growth and innovation.
  • Raising $30 million in new equity investment indicates strong investor confidence and provides the financial resources needed for aggressive expansion and product development.

What critics are saying

  • Competition from larger incumbents like Microsoft and Amazon, as well as newer rivals like OpenAI's Whisper, could impact Deepgram's market share.
  • Layoffs and sector belt-tightening suggest potential financial instability and challenges in maintaining growth.

What makes Deepgram unique

  • Deepgram's focus on providing highly accurate, scalable, and cost-effective speech recognition APIs sets it apart from competitors who may not offer the same level of precision and affordability.
  • The acquisition of Poised and the launch of Aura demonstrate Deepgram's commitment to enhancing its voice AI capabilities, making it a leader in real-time conversational AI.
  • Deepgram's pay-per-use model aligns its revenue with client usage, offering a flexible and scalable financial structure that appeals to businesses of all sizes.
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