Description

You will build backend components for an MLOps platform on AWS to support feature engineering, serving, deployment, and inference.

Responsibilities

• Design and build backend components for the MLOps platform on AWS.
• Develop services for both batch and online modes.
• Collaborate with geographically distributed cross-functional teams.
• Participate in an on-call rotation to handle production incidents.

Required Skills

• 3+ years of professional backend web development experience with Python.
• Proficiency with web frameworks including Flask, Django, or FastAPI.
• Experience with WSGI and ASGI web servers like Gunicorn or Uvicorn.
• Experience with concurrent programming designs such as AsyncIO.
• Experience with public cloud platforms, preferably AWS, Azure, or GCP.
• Experience with CI/CD practices, tools, and frameworks.
• Experience with unit and functional testing frameworks.

Preferred Skills

• Experience with Apache Kafka and developing Kafka client applications in Python.
• Experience with big data processing frameworks, preferably Apache Spark.
• Experience with Python packaging options such as Wheel, PEX, or Conda.

Key Skills

Education

Any Graduate