Deepgram · 3 days ago

Senior Data Scientist

United States

Full-time

Remote

Senior Level

Wonder how qualified you are to the job?

Maximize your interview chances

Artificial Intelligence (AI)Audio

Insider Connection @Deepgram

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Build high performance data acquisition, preparation and synthesis pipelines and drive them to generate data for training foundational voice models across modalities and tasks

Develop advanced characterizations of complex conversational audio utilizing a diverse toolkit of signals processing techniques and deep learning methods

Collaborate with DataOps and Engineering to create automated systems which scale the ability of human annotators to label high value data and provide feedback on model outputs

Build advanced benchmarking methodologies for evaluating interactive, conversational agent systems

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ProcessingStatistical MethodsDeep LearningResearch DesignSoftware EngineeringPythonPytorchProblem-SolvingCommunication

Required

Experience building data processing pipelines from a blank page and owning the entire data stack including acquisition, characterization, cleaning, serving, and transformation

Experience applying statistical methods and deep learning models to understand complex data

Ability to design and carry out research programs independently and with minimal oversight

Strong software engineering skills with particular emphasis on developing clean, modular code in Python and working with Pytorch

Strong communication skills and the ability to translate complex concepts into simple terms, depending on the target audience