Ahmedabad, Gujarat, India
Information Technology
Full-Time
Synectics Inc.
Overview
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
Must Have Skills
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.
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
- Experience with CI/CD practices, tools, and frameworks.
- 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
- 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.
- Python Development (Flask, Django or FastAPI)
- WSGI & ASGI web servers (Gunicorn, Uvicorn etc)
- AWS
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