About this role
Design, build, and deploy production-grade ML systems focused on audio data with end-to-end ownership of the model lifecycle, enabling natural speech interaction and real-time audio understanding. Collaborate with cross-functional teams and customers to develop AI-powered solutions, build audio-capable agents, and improve ML infrastructure, tooling, and deployment/monitoring processes.
Skills for this role
PythonTypeScriptPyTorchTensorFlowAWSFastAPIOpenAI APIsBasetenLiteLLMLiveKitPostgreSQLRedisS3Data pipeline designScalable data pipelinesData acquisitionData preprocessingModel trainingModel deploymentReal-time inferenceModel monitoringFeature engineeringEvaluation strategiesML systems architectureAudio MLNatural speech interactionReal-time audio understandingML agentsLLMCustomer communication