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Voice AI Research Scientist

2 months ago

San Francisco, California, United States Genai Works Full time
Company Overview

Genai Works is a pioneering AI organization dedicated to revolutionizing human-machine communication through natural language processing. We empower developers with access to an advanced voice AI platform, offering capabilities such as speech recognition, voice synthesis, and language understanding through a simple API interface. From transcription services to sentiment analysis, Genai Works is the preferred collaborator for innovators in voice AI solutions.

The Opportunity

While text-based communication is prevalent, voice remains the most intuitive way for humans to interact with technology. Our mission is to deliver impactful voice AI solutions that address our clients' most pressing challenges. At Genai Works, you will have the exceptional chance to innovate, experiment, and construct -- playing a crucial role in shaping our products and AI functionalities. We value relentless problem-solving and the capacity to learn and adapt. Domain-specific knowledge in speech or language AI is not a prerequisite. We encourage you to enhance your skills on the job, expanding your expertise through continuous iteration and innovation. Our dynamic environment provides an extraordinary growth trajectory due to a high level of ownership and direct engagement with end-users that larger research institutions cannot match. Join us in redefining voice technology.

The Role

Genai Works is seeking talented Research Scientists with proven experience in tackling complex challenges using deep learning methodologies. In this role, you will leverage your expertise to uncover innovations that will shape the future of voice-enabled applications and user experiences. Your work will focus on utilizing extensive audio and text datasets to develop foundational models that transcend mere transcription and text comprehension -- the models you create will unlock subtle meanings in intricate conversations, adapt effectively to varied speech patterns, and generate empathetic responses with human-like, contextualized speech. You will collaborate closely with product and engineering teams to deploy these models within the most scalable voice API available.

What You'll Do

  • Design and implement experimental programs to develop new speech and language AI foundation models across various modalities and tasks, addressing critical challenges for our clients.
  • Manage large-scale training operations on extensive distributed computing infrastructure.
  • Enhance model architectures for optimal speed and memory efficiency; deploy new models for widespread production use.
  • Document and communicate results and complex technical concepts clearly for diverse audiences.
  • Stay informed about the latest advancements in deep learning, focusing on their implications and applications within our offerings.

You'll Love This Role If You

  • Are passionate about AI and keen on utilizing data to solve intricate problems.
  • Enjoy building innovative systems from the ground up.
  • Are data-driven and prefer solving challenges through iterative experimentation.

It's Important To Us That You Have

  • A PhD in Physics, Electrical Engineering, Computer Science, or a related discipline.
  • Experience in designing and executing experimental programs aimed at understanding complex phenomena, with the ability to adapt quickly as needed.
  • Demonstrated experience in constructing models from scratch and managing the entire deep learning pipeline, including data curation, architecture design, large-scale training, and model optimization.
  • Strong communication skills, capable of simplifying complex concepts for varied audiences.
  • Robust software engineering skills, particularly in developing clean, modular code in Python and utilizing Pytorch.

It Would Be Great if You Had

  • Industry experience in developing deep learning models for complex challenges, with a solid grasp of various neural network types, architectures, and loss functions.
  • In-depth knowledge and experience with state-of-the-art network architectures, including transformers.
  • Understanding of different parallelism strategies for efficient distributed training.

Genai Works is committed to fostering a diverse and inclusive workplace. We believe in the importance of varied perspectives and experiences in driving innovation. We prioritize collaboration, customer focus, and rapid progress. We are dedicated to providing accommodations for applicants who require them.