At Deepgram, we spend on a daily basis tackling giant, real-world demanding situations in speech. Our shoppers rent us to resolve their toughest issues in speech, taking genuine, advanced audio and remodeling it into novel insights. And to lift the bar, the whole thing we construct wishes scale in its DNA; we aren’t content material with easy horizontal scaling: we intend to switch whole records facilities devoted to speech analytics with a unmarried rack of servers. Those demanding situations supply alternatives for creativity and leading edge problem-solving on a daily basis. Deepgram’s Analysis Scientists take on one of the crucial most fun and tough issues on the vanguard of ASR and NLU applied sciences.
On this position, you are going to develop into a number one knowledgeable in our style coaching ways and a valued useful resource for the crew on problems associated with style introduction and refinement. You are going to design, teach, and deploy cutting-edge ASR fashions on the most recent GPU {hardware}, in addition to discover new finding out ways, records analytics strategies, and tool architectures to make stronger Deepgram’s product. You are going to additionally lead the id and investigation of alternatives to make stronger our current answers in addition to growing new features, together with analysis at the design and deployment of CNNs and RNNs, the advance of latest ASR and NLU coaching algorithms, and extra.
You’ll have the liberty to innovate and discover breakthroughs — and affect our product roadmap in flip. We look ahead to you bringing your entire self to paintings, sharing learnings out of your newest experiments, and participating with us to advance the state of speech generation.
What You’ll Do
- Perceive the most recent advances in deep finding out and speech analytics, with a specific eye against their implications and packages inside of our merchandise.
- Increase new, or maturing current, fashions for speech analytics.
- Analyze new datasets for untapped possible.
- Deploy new fashions to manufacturing.
- Configure programs (tool, {hardware}, community, and so forth.) for optimum device finding out efficiency, and deploy vastly scaled, multi-node coaching jobs.
- Brainstorm and collaborate with different contributors of the analysis crew to outline new analysis projects.
You’ll Love This Position If You
- Experience growing cutting-edge gear for correcting, making improvements to, and embellishing ASR efficiency and NLU options the usage of a lot of deep finding out ways.
- Wish to see your interest and exuberance to your analysis cascade into the paintings of your friends.
- Reply to new demanding situations by way of taking initiative, creating a plan, following the knowledge, and speaking your outcomes to the crew for comments.
- Stay steadfastly results-driven within the face of ambiguous issues and unsure results.
It’s Vital To Us That You Have
- 5+ years of enjoy in System Studying analysis, specifically deep finding out, with a forged figuring out towards the packages and implications of various neural community sorts, architectures, and loss mechanisms.
- Familiarity with a number of of the preferred deep finding out frameworks: PyTorch, TensorFlow, Keras, and so forth.
- Revel in coding in Python
- Familiarity navigating UNIX-style programs.
- Talent to make data-driven selections (together with plots/visualizations) to be able to hastily iterate on style prototypes.
It Would Be Nice if You Had
- Wisdom of C, C++, and/or Rust.
- Printed papers in Deep Studying Analysis, specifically with neural networks
Wage vary of USD $150,000 to $250,000 base plus variable and fairness irrespective of location
Deepgram’s end-to-end deep neural community is revolutionizing the speech-to-text (STT) marketplace and taking at the giant guys. We’re redefining what firms can do with voice generation by way of providing a platform with AI architectural benefit, no longer legacy tech retrofitted with AI. We’ve raised over $86 million and feature been known as an Inc. Very best Place of business (2021 and 2022), a Forbes Best 50 AI Corporate to Watch (2021), and a CB Insights Best 100 AI Startup (2021), amongst others.
Our tech benefit is end-to-end deep finding out, however our power lies in our range of other folks, concepts, and studies that permit our corporate to create superb STT merchandise for people who find themselves true innovators within the box. We imagine each voice must be heard—and understood—from our transcriptions to our shoppers to our staff. Come sign up for our revolution to unencumber the ability of voice generation for everybody. We wish to pay attention what you’ve were given to mention!
