Software Engineer – Backend (Python)

Synectics APAC


Date: 3 weeks ago
City: Remote, Remote
Contract type: Full time
Remote
Title: Software Engineer - Backend (Python)

About The Role

Our team is responsible for building the backend components of MLOps platform on

AWS. The backend components we build are the fundamental blocks for feature

engineering, feature serving, model deployment and model inference in both batch and

online modes.

What You'll Do Here

  • Design & build backend components of our MLOps platform on AWS.
  • Collaborate with geographically distributed cross-functional teams.
  • Participate in on-call rotation with the rest of the team to handle production incidents.

What you'll need to succeed

Must Have Skills

  • Experience with web development frameworks such as Flask, Django or FastAPI.
  • Experience working with WSGI & ASGI web servers such as Gunicorn, Uvicorn etc.
  • Experience with concurrent programming designs such as AsyncIO.
  • Experience with unit and functional testing frameworks.
  • Experience with any of the public cloud platforms like AWS, Azure, GCP, preferably

AWS.

  • Experience with CI/CD practices, tools, and frameworks.

Nice To Have Skills

  • Experience with Apache Kafka and developing Kafka client applications in Python.
  • Experience with MLOps platorms such as AWS Sagemaker, Kubeflow or MLflow.
  • Experience with big data processing frameworks, preferably Apache Spark.
  • Experience with containers (Docker) and container platorms like AWS ECS or AWS

EKS.

  • Experience with DevOps & IaC tools such as Terraform, Jenkins etc.
  • Experience with various Python packaging options such as Wheel, PEX or Conda.
  • Experience with metaprogramming techniques in Python.

Primary Skills

  • Python Development (Flask, Django or FastAPI)
  • WSGI & ASGI web servers (Gunicorn, Uvicorn etc)
  • AWS

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