Jobs
>
San Francisco

    Research Scientist - San Francisco, CA, United States - Deepgram

    Deepgram
    Deepgram San Francisco, CA, United States

    1 week ago

    Default job background
    Description

    Company Overview

    Deepgram is a foundational AI company building state of the art, production-ready AI models that streamline human-computer interaction and amplify productivity. By enabling seamless communication between humans and machines, we believe we can harness the untapped potential of AI and help pave the way for a more productive future. We passionately believe in the potential of audio data to transform lives, businesses, and interactions across the globe - which is why Deepgram is trusted by well-respected companies like NASA, Twilio, Auth0, and Spotify to push the boundaries of what is possible in voice technology The Opportunity At Deepgram, we spend every day tackling big, real-world challenges in voice. Our customers hire us to solve their hardest problems, taking real, complex audio and transforming it into novel insights. And to raise the bar, everything we build needs scale in its DNA. We aren't content with simple horizontal scaling: we intend to replace entire data centers dedicated to speech analytics with a single rack of servers. These challenges demand creativity and innovative problem-solving every day. As a Research Scientist at Deepgram, you'll have the freedom to explore and uncover breakthroughs. You'll also have a mandate to build -- applying the latest advancements in deep learning to develop accurate and performant voice AI models. You will collaborate with product & engineering to help deploy these models in the most scalable speech API on the planet. We look forward to you bringing your whole self to work, sharing learnings from your latest experiments, and collaborating with us to advance the state of AI and voice technology. The Role Deepgram is currently looking for an experienced Research Scientist who has worked extensively on building models to solve hard problems in voice AI domains including automatic speech recognition (ASR), text-to-speech (TTS), diarization and speaker identification, language detection, or code switching. Voice AI is a challenging problem space which involves dealing with raw audio waveforms generated by the human voice. The complexity of audio data poses unique infrastructure, engineering, and modeling challenges which are orders of magnitude more difficult than working with text. You should have extensive experience working on the hard technical aspects around deep learning for audio such as speech data curation and characterization, development of expressive and efficient neural network architectures for speech, distributed training at large-scales, and optimization of speech models for inference at scale. What You'll Do
    • Stay up to date with the latest advances in deep learning with a particular eye towards their implications and applications within our products.
    • Design and carry out experimental programs to build new voice AI models that solve critical problems for our customers.
    • Drive large-scale training jobs successfully on distributed computing infrastructure.
    • Optimize model architecture to make them as fast and memory-efficient as possible; deploy new models into production for use at massive scale.
    • Document and present results and complex technical concepts clearly for internal and external audiences
    You'll Love This Role If You
    • Are passionate about AI and excited about working on state of the art speech research
    • Enjoy building from the ground up and love to create new systems from scratch
    • Are obsessed with building and shipping practical solutions to real world problems
    • Are data-driven and prefer to solve problems using iterative experimentation
    • Have strong communication skills and are able to translate complex concepts in simple terms, depending on the target audience
    It's Important To Us That You Have
    • Prior industry experience in building deep learning models to solve audio problems, with a solid understanding toward the applications and implications of different neural network types, architectures, and loss mechanisms.
    • Proven experience building models from a blank page and owning the entire deep learning stack including data curation, characterization and cleaning, architecture design and model building, distributed large-scale training, and model optimization for inference.
    • Strong software engineering skills with particular emphasis on developing clean, modular code in Python and working with Pytorch.
    • Prior experience in designing and conducting experimental programs with the ability to rapidly iterate and change course as needed.
    It Would Be Great if You Had
    • Deep understanding and experience working with state-of-the-art network architectures including transformers.
    • Experience building generative audio models for speech or music synthesis.
    • Understanding of different parallelism paradigms for efficient distributed training.
    • Up-to-date knowledge of recent techniques and developments in multiple voice AI problem domains (ASR, TTS, diarization, etc.)
    Backed by prominent investors including Y Combinator, Madrona, Tiger Global, Wing VC and NVIDIA, Deepgram has raised over $85 million in total funding after closing our Series B funding round last year. If you're looking to work on cutting-edge technology and make a significant impact in the AI industry, we'd love to hear from you Deepgram is an equal opportunity employer. We want all voices and perspectives represented in our workforce. We are a curious bunch focused on collaboration and doing the right thing. We put our customers first, grow together and move quickly. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, gender identity or expression, age, marital status, veteran status, disability status, pregnancy, parental status, genetic information, political affiliation, or any other status protected by the laws or regulations in the locations where we operate. We are happy to provide accommodations for applicants who need them. #J-18808-Ljbffr
  • Meta

    Research Scientist, Ai for Science

    2 hours ago

    Meta San Francisco, United States

    **Research Scientist, AI for Science Responsibilities**: · - Lead research to advance the science and technology of intelligent machines. · - Lead research that enables advances in AI applied to chemistry and material science. · - Devise better data-driven models of chemistry and ...

  • SyntheX

    Research Scientist: Biochemist with Strong

    4 days ago

    SyntheX San Francisco, United States

    **Research Scientist: Biochemist with Strong Molecular Biology Background** · **Brief Description of SyntheX** · SyntheX is using synthetic biology and genetic engineering to discover first in class therapeutics to modulate protein interactions. We've built two platforms based on ...

  • TechTrueUP

    Research Scientist

    23 hours ago

    TechTrueUP South San Francisco, United States

    :Onsite - 8-5pm · PHD required - No working experience required but the more experience the better. · Summary. This Scientist will focus on developing and executing primary cell and whole blood assays to support Client's small molecule drug discovery pipeline. This Scientist shou ...

  • Meta

    Research Scientist, Demography and Survey Science

    1 week ago

    Meta San Francisco, United States

    **Research Scientist, Demography and Survey Science, University Grad Responsibilities**: · - Develop a research agenda and drive research projects from end-to-end · - Collaborate with cross-functional teams across the company to define relevant research questions · - Design and d ...

  • Meta

    Fundamental Ai Research Scientist, Core Ml

    2 days ago

    Meta San Francisco, United States

    **Fundamental AI Research Scientist, Core ML - FAIR (PhD) Responsibilities**: · - Perform research to advance the science and technology of intelligent machines. · - Perform research that enables learning the semantics of data (images, video, text, audio, and other modalities). · ...

  • OpenAI

    Research Scientist

    5 days ago

    OpenAI San Francisco, United States

    By applying to this role, you will be considered for Research Scientist roles across all teams at OpenAI. · About the Role · As a Research Scientist here, you will develop innovative machine learning techniques and advance the research agenda of the team you work on, while also c ...

  • Equilibrium Energy

    Research Scientist

    1 week ago

    Equilibrium Energy San Francisco, United States

    About our Company · Equilibrium Energy is a well-funded, Series B clean energy startup backed by some of the most prominent institutional investors in climate. We are building a digital native power company operating at the intersection of grid variability, market volatility, eco ...

  • Genmo

    research scientist

    1 week ago

    Genmo San Francisco, CA, United States

    Our mission · Genmo makes it easy for anyone to create movies, as if it were magic. Using our web application, any user can create cinematic video using a simple text prompt. · We imagine a world where high-quality cinematic video content is as plentiful as water. Our mission is ...

  • NeuroTech X

    Research Scientist

    2 weeks ago

    NeuroTech X San Francisco, CA, United States Full time

    Principal Scientist , Cell Therapy · Research Biology · South San Francisco, California, United States of America · Full time · Principal Scientist , Cell Therapy · Full time · Genentech Research and Early Development (gRED) has an opportunity for a Scientist to establish a ...

  • Genmo

    Research Scientist

    6 days ago

    Genmo San Francisco, United States

    Our mission · Genmo makes it easy for anyone to create movies, as if it were magic. Using our web application, any user can create cinematic video using a simple text prompt. · We imagine a world where high-quality cinematic video content is as plentiful as water. Our mission is ...

  • Equilibrium Energy

    Research Scientist

    2 weeks ago

    Equilibrium Energy San Francisco, CA, United States

    What we are looking for · Equilibrium was founded with a vision for building a company where innovation, collaboration, optimization, machine learning, and data science power all aspects of our algorithmic decision-making. We are looking for a staff / sr staff research scientis ...

  • harvey

    Research Scientist

    1 week ago

    harvey San Francisco, CA, United States

    Why Harvey · Harvey is a secure AI platform for professionals in law, tax, and finance that augments productivity and automates complex workflows. Harvey uses algorithms with reasoning-adept LLMs that have been customized by our expert team of lawyers, engineers and research sci ...

  • Deepgram

    Research Scientist

    1 week ago

    Deepgram San Francisco, CA, United States

    [Full Time] Research Scientist - LLMs at Deepgram (United States) | BEAMSTART Jobs · Research Scientist - LLMs · Deepgram United States · Date Posted · 02 Aug, 2023 · Work Location · San Francisco, United States · Salary Offered · $150000 — $250000 yearly · Job Type · F ...

  • Mission Barns

    Research Scientist

    1 week ago

    Mission Barns San Francisco, CA, United States

    Mission Barns is where some of the world's smartest, most passionate people are pioneering the future of food. We are a venture-backed startup with decades of experience in cell biology, tissue engineering, media development, food science, bioreactor design, and more. We're unite ...

  • TeachFX

    Research scientist

    2 weeks ago

    TeachFX San Francisco, CA, United States

    At TeachFX, we're using AI to show educators personalized insights about the learning dynamics in their classroom, helping them understand which of their instructional practices are making the greatest positive impact on student engagement and equity. We're bringing together the ...

  • Genmo

    Research Scientist

    3 days ago

    Genmo San Francisco, United States

    Job Description · Job DescriptionOur missionGenmo makes it easy for anyone to create movies, as if it were magic. Using our web application, any user can create cinematic video using a simple text prompt. · We imagine a world where high-quality cinematic video content is as plent ...

  • Harvey

    Research Scientist

    1 week ago

    Harvey San Francisco, CA, United States

    Why HarveyHarvey is a secure AI platform for professionals in law, tax, and finance that augments productivity and automates complex workflows. Harvey uses algorithms with reasoning-adept LLMs that have been customized by our expert team of lawyers, engineers and research scienti ...

  • DocuSign

    Research Scientist

    1 week ago

    DocuSign San Francisco, CA, United States

    DocuSign helps organizations connect and automate how they agree. DocuSign is looking for a passionate, talented, and inventive Applied Scientist to help build industry-leading state of the art AI/ML solutions. You will be able to get your hands on all aspects of the AI /ML featu ...

  • Deepgram Inc.

    Research Scientist

    1 week ago

    Deepgram Inc. San Francisco, CA, United States

    Company Overview · Deepgram is a foundational AI company building state of the art, production-ready AI models that streamline human-computer interaction and amplify productivity. By enabling seamless communication between humans and machines, we believe we can harness the untap ...

  • Factory

    Research Scientist

    1 week ago

    Factory San Francisco, CA, United States Full time

    Factory is seeking a Research Scientist to join our team, focusing on the advancement and integration of cutting-edge AI technologies into our autonomous Droids.What you will do and achieve:Engage in ground-breaking research to advance the capabilities of our Droids, ranging from ...