
databricks
Software Engineer- Fullstack- Singapore
AI 요약
Databricks에서 AI OSS Ecosystem 팀의 소프트웨어 엔지니어를 채용합니다. 이 직무는 오픈소스 AI/ML 플랫폼 구축 및 유지보수를 통해 모델 및 GenAI 에이전트의 학습, 배포, 모니터링을 지원하는 역할을 담당합니다. 또한, AI/ML 커뮤니티와 협력하여 오픈소스 프로젝트에 기여하고 AIOps 역량을 발전시키는 데 기여하게 됩니다. 컴퓨터 과학 관련 학사 학위 이상 및 Python, Scala, Java 중 하나 이상의 프로그래밍 언어 경험이 필수이며, AI/ML 및 AIOps 개념에 대한 이해와 에이전트 프레임워크 경험이 우대됩니다.
주요 업무
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
Design and implement platform integrations with various frameworks in the AI/ML ecosystem
Collaborate with the AI/ML community across the world to advance the state-of-the-art in AIOps.
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.
Mentor and guide junior engineers on the team by helping with project planning, technical decisions, and code and document review.
자격 요건
BS (or higher) in Computer Science, or a related field
3+ years of hands-on experience in building production systems using at least one of the following programming languages: Python (Preferred), Scala and Java.
Experience building and maintaining software tools and frameworks for AI/ML, ideally in an open-source environment.
Familiarity with AI/ML and AIOps concepts and technologies, such as model training, deployment, and monitoring.
[Preferred] Deep understanding and experience in working with agent frameworks such as LangChain, LlamaIndex, DSPy, or other similar projects.
[Preferred] Significant contributions to open-source projects in the AI/ML domain, such as SparkML, TensorFlow, PyTorch, MLflow, or other similar projects.
기술 스택
PythonScalaJavaAI/MLAIOpsLangChainLlamaIndexDSPySparkMLTensorFlowPyTorchMLflow
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