Machine Learning Engineer - Python/Hadoop

Vayuz Technologies

4 - 5 years

4 - 5 Lacs

Patna Bihar India

Posted:2 days ago| Platform: Foundit logo

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Skills Required

feature engineering data exploration data preprocessing

Work Mode

On-site

Job Type

Full Time

Job Description

Responsibilities

Conduct feature engineering
,
data analysis
, and
data exploration
to extract valuable insights.
Develop and optimize Machine Learning models
to achieve high
accuracy
and
performance
.
Design and implement Deep Learning models
, including
Artificial Neural Networks (ANN)
,
Convolutional Neural Networks (CNN)
, and
Reinforcement Learning
techniques.
Handle
real-time imbalanced datasets
and apply appropriate techniques to improve model
fairness
and
robustness
.
Deploy models
in production environments and ensure continuous
monitoring
,
improvement
, and
updates
based on feedback.
Collaborate with cross-functional teams
to align
ML solutions
with
business goals
.
Utilize fundamental
statistical knowledge
and
mathematical principles
to ensure the
reliability
of models.
Bring in the latest advancements in
ML and AI
to drive
innovation
.

Required Skills

4-5 years of hands-on experience
in
Machine Learning
and
Deep Learning
.
Strong expertise in
feature engineering
,
data exploration
, and
data preprocessing
.
Experience with
imbalanced datasets
and techniques to improve
model generalization
.
Proficiency in
Python
,
TensorFlow
,
Scikit-learn
, and other
ML frameworks
.
Strong
mathematical
and
statistical knowledge
with
problem-solving
skills.
Ability to
optimize models
for high accuracy and performance in
real-world scenarios
.

Preferred Skills

Experience with
Big Data technologies
(e.g.,
Hadoop
,
Spark
).
Familiarity with
containerization
and
orchestration tools
(e.g.,
Docker
,
Kubernetes
).
Experience in automating
ML pipelines
with
MLOps practices
.
Experience in model deployment using
cloud platforms
(
AWS
,
GCP
,
Azure
) or
MLOps tools
.

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