Senior Software Engineer
1 week ago
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 inPython
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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