Senior Software Engineer

1 week ago


Hyderabad, Telangana, India Experian Full time
Job Description

Our team is responsible for building the backend components of Experian's proprietary MLOps platform

Ascend Ops

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.

You would be responsible for leading a sub team or 5 or more engineers focusing on designing, developing and maintain microservices, data processing pipelines, GenAI features and a lot more.

What you'll do hereDesign & build backend components of our MLOps platform in

Python

on

AWS
.Integrate GenAI with the Ascend Ops platform.
Collaborate with geographically distributed cross-functional teams.
Participate in on-call rotation with the rest of the team to

handle production incidents.

Qualifications

What you'll need to succeedAt least 5+ years of professional backend development experience with

Python

.At least 3+ years of experience leading & mentoring developers.
Experience with creating scalable product / module design & architecture.
Experience with web development frameworks such as

FastAPI

.Experience with public cloud platforms like

AWS
.Experience with concurrent programming designs such as

AsyncIO

.Experience with containers (Docker) and container platforms like
AWS ECS or

AWS EKSExperience with

unit

and

functional

testing frameworks like pytest, behave.
Experience working with

WSGI & ASGI web servers

such as

Gunicorn

,

Uvicorn

etc.
Experience with

CI/CD practices

, tools, and other frameworks.
Nice to have skillsExperience with MLOps platorms such

as
AWS Sagemaker

, Kubeflow or MLflow.
Experience with big data processing frameworks, preferably

Apache Spark and

AWS infrastructure like

EMR
.Experience with DevOps & IaC tools such as

Terraform

,

Jenkins

etc.
Experience with various Python packaging options such as

Wheel

, PEX or Conda. . Experience with

Apache Kafka

and developing Kafka client applications in PythonExperience with

metaprogramming

techniques in Python.

Additional Information

Experian Careers - Creating a better tomorrow togetherFind out what its like to work for Experian by clicking here

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