Senior Software Engineer - Backend & Machine Learning

Hume AI Hume AI · AI Frontier · New York, NY · Full-time

Senior Software Engineer - Backend & Machine Learning at Hume AI, focusing on integrating state-of-the-art audio models into services and evaluation tools. Responsibilities include building backend services, cloud infrastructure, and ML lifecycle components, with an emphasis on deployment at scale.

What you'd actually do

  1. help us integrate cutting edge AI models into services and toolkits for researchers and developers
  2. work closely with research scientists and other engineers to build new capabilities into the Hume platform
  3. take part in a wide range of engineering initiatives across backend applications, cloud infrastructure, and the ML lifecycle, including evaluation and deployment at scale

Skills

Required

  • Python
  • PyTorch
  • JAX
  • TensorFlow
  • XGBoost
  • sklearn
  • pandas
  • numpy
  • building and deploying models for inference services
  • backend services
  • Kotlin
  • Go
  • Rust
  • Java
  • C++
  • model architecture
  • training
  • evaluation
  • Google Cloud
  • AWS
  • communication
  • collaboration

Nice to have

  • data engineering
  • large-scale data pipelines
  • building and deploying LLM-integrated products
  • machine learning research and engineering
  • modern deployment strategies
  • Kubernetes
  • Helm
  • Docker
  • Argo

What the JD emphasized

  • state-of-the-art audio models
  • evaluation tools
  • deployment at scale

Other signals

  • Integrate cutting edge AI models into services
  • Build new capabilities into the Hume platform
  • Evaluation and deployment at scale