Overview

Responsibilities:
  • Design and Develop python-centric Feature and ML pipelines orchestrator with Dagster framework
  • Develop system for building Inference Services and delivery pipelines for them on top of BentoML framework with (Starlette under the hood)
  • Work closely with Data Science Team on improvement performance, maintainability and operability of ML pipelines.
  • Work closely with Data Team to develop and optimize Feature Store (Feast+DuckDB+Object Store NetApp(S3)+Redis)
  • Be an advocate for Software Engineering practices and DSML platform across the Data Science Team
  • Cooperate effectively with the IT Infrastructure team and solution architects
Required Qualifications:
  • Strong software engineering mindset and passion to develop ML/AI centric products
  • Track record of creating Python applications or packages from scratch
  • Excellent knowledge of Python and SDLC for Python project
  • Strong software engineering experience with Python and cloud native applications for k8s with minimum 2 years of
  • relevant work experience
  • Experience with Prometheus, Grafana, and Loki
  • Experience with HELM
  • Experience with Redis will be a plus
  • Experience with Object Stores with S3 API will be a plus
  • Contribution in open source project will be a plus
  • Please inform your immediate supervisor before applying.
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