Ml Engineer

Winjit Technologies

4 - 6 years

7 - 15 Lacs

hyderabad

Posted:4 days ago| Platform:

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Skills Required

data science machine learning python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Role & responsibilities

Design, develop, and optimize scalable ML pipelines using Python and modern ML engineering tools.
Implement feature stores, model versioning, and model serving using tools like
Feast
,
Kubeflow
, and
MLflow
.
Work closely with data scientists to productize machine learning models in production environments.
Write and maintain
Dockerfiles
and
Kubernetes YAML
configurations to containerize and deploy models and services.
Apply performance tuning and optimization techniques to improve ML pipeline efficiency.
Work in Big Data environments and integrate with data platforms when required.
Collaborate with cross-functional teams including data engineering, DevOps, and product teams to deliver ML solutions.
Maintain documentation, ensure version control, and follow best practices for reproducibility and model governance.

Preferred candidate profile

5+ years of experience in
Python programming
with focus on performance tuning and optimization.
Proficiency in
NumPy
,
Pandas
, and data frame operations.
Hands-on experience with
Feast
,
Kubeflow
, and
MLflow
.
Solid understanding of
Docker
and
Kubernetes
; ability to write and manage YAML configurations.
Working knowledge of
Big Data
environments (Spark, Hadoop, etc.) is a plus.
Strong analytical and problem-solving skills with meticulous attention to detail.
Excellent communication and interpersonal skills; ability to thrive in a fast-paced and collaborative environment.
Solid understanding of machine learning and data science fundamentals.

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