Senior Software Engineer- Singapore

Databricks Databricks · Data AI · Tokyo, Japan · Engineering - Pipeline

Senior Software Engineer to build and maintain open-source AI/ML platforms for training, deploying, and monitoring models and GenAI agents at scale. Collaborate with the AI/ML community to advance AIOps.

What you'd actually do

  1. Design and implement platform capabilities to support the AI/ML development and productionization lifecycle including training, evaluation, deployment, monitoring, and management of models and agents
  2. Design and implement platform integrations with various frameworks in the AI/ML ecosystem
  3. Collaborate with the AI/ML community across the world to advance the state-of-the-art in AIOps.
  4. Ensure the latest AI/ML tooling advancements are available to Databricks’ customers, thereby enabling organizations around the world to get more value from their data.
  5. Mentor and guide junior engineers on the team by helping with project planning, technical decisions, and code and document review.

Skills

Required

  • Python
  • Scala
  • Java
  • building production systems
  • software tools and frameworks for AI/ML
  • AI/ML and AIOps concepts and technologies
  • model training
  • model deployment
  • model monitoring

Nice to have

  • agent frameworks such as LangChain, LlamaIndex, DSPy
  • open-source projects in the AI/ML domain
  • SparkML
  • TensorFlow
  • PyTorch
  • MLflow

What the JD emphasized

  • 5+ years of hands-on experience in building production systems
  • Deep understanding and experience in working with agent frameworks such as LangChain, LlamaIndex, DSPy, or other similar projects
  • Significant contributions to open-source projects in the AI/ML domain, such as SparkML, TensorFlow, PyTorch, MLflow, or other similar projects

Other signals

  • building and maintaining our open-source AI/ML platforms
  • enable users to train, deploy and monitor models and GenAI agents at scale
  • collaborate with the AI/ML community to contribute to open-source projects
  • advance AIOps capabilities