Research Staff, LLMs

Remote

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$150,000 – $220,000Compensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Voice AI, Artificial Intelligence, AI & Machine Learning, SoftwareIndustries

Requirements

Candidates should possess 3+ years of experience working extensively with Large Language Models (LLMs) and have a deep understanding of transformer architecture. Experience with data curation, distributed large-scale training, optimization of transformer architecture, and Reinforcement Learning (RL) training is required. Strong communication skills and the ability to translate complex concepts clearly are also essential.

Responsibilities

The Research Staff member will brainstorm and collaborate on new LLM research initiatives, survey and evaluate current literature, and design and execute experimental programs for LLMs. Responsibilities include driving transformer (LLM) training jobs on distributed infrastructure, deploying new models into production, documenting and presenting results, and staying current with advances in deep learning and LLMs.

Skills

Large Language Models (LLMs)

transformer architecture

sequence modeling

audio AI

speech-to-text (STT)

text-to-speech (TTS)

speech-to-speech (STS)

Deepgram

Speech recognition APIs for audio transcription

About Deepgram

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 they transcribe, allowing Deepgram to grow its revenue alongside client usage. With a focus on the high-growth market of speech recognition, Deepgram is positioned for future success.

San Francisco, CaliforniaHeadquarters

2015Year Founded

$100.5MTotal Funding

SERIES_BCompany Stage

Data & Analytics, AI & Machine LearningIndustries

51-200Employees

Benefits

Comprehensive Health Plans

FSA Health Matching up to $1,000

Work from Home Ergonomic Stipend

Healthy Food & Snacks in offices

Community Groups

Unlimited Vacation

Risks

Increased competition from open-source solutions like OpenAI's Whisper threatens market share.

Recent layoffs suggest potential financial instability or strategic restructuring challenges.

Integration of Poised may cause disruptions in service or product development.

Differentiation

Deepgram's APIs offer fast, accurate, and scalable speech recognition solutions.

The acquisition of Poised enhances Deepgram's real-time feedback capabilities in virtual meetings.

Aura API provides low-latency, human-like voice models for conversational AI agents.

Upsides

Strategic partnership with Clarifai accelerates AI application development and market expansion.

Aura API positions Deepgram to capitalize on real-time conversational voice AI trends.

Deepgram's technology is used by large enterprises like NASA, indicating strong market trust.

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