Machine Learning Engineer

TEKsystems

8 years

0 Lacs

pune maharashtra india

Posted:4 hours ago| Platform:

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Skills Required

learning ai ml design analytics vision data research drive programming reinforcement aws azure vertex model api microservices networks iot

Work Mode

On-site

Job Type

Full Time

Job Description

Location:

Experience:

Role Overview:

AI/ML Developer

Key Responsibilities:

Design and implement machine learning models for predictive analytics, NLP, computer vision, and recommendation systems.
Develop and fine-tune
Large Language Models (LLMs)
and
Generative AI
applications.
Build scalable ML pipelines using
MLOps
best practices (CI/CD for ML).
Optimize models for performance, accuracy, and cost efficiency.
Collaborate with data engineers and product teams to integrate ML solutions into production systems.
Stay updated with the latest AI/ML trends and research to drive innovation.

Required Skills & Qualifications:

Strong programming skills in
Python
(and optionally
R
,
Java
, or
C++
).
Expertise in ML frameworks:
TensorFlow
,
PyTorch
,
Scikit-learn
,
Hugging Face Transformers
.
Experience with
Generative AI
,
LLMs
, and
Prompt Engineering
.
Knowledge of
Deep Learning
,
NLP
,
Computer Vision
, and
Reinforcement Learning
.
Familiarity with
MLOps tools
:
MLflow
,
Kubeflow
,
Airflow
,
Docker
,
Kubernetes
.
Cloud experience:
AWS SageMaker
,
Azure ML
, or
Google Vertex AI
.
Strong understanding of
data preprocessing
,
feature engineering
, and
model evaluation
.
Proficiency in
API development
and
microservices architecture
for ML deployment.

Nice-to-Have Skills:

Experience with
Vector Databases
(e.g., Pinecone, Weaviate) for AI search.
Knowledge of
Graph Neural Networks (GNNs)
and
Federated Learning
.
Familiarity with
Responsible AI
,
Bias Mitigation
, and
Explainable AI (XAI)
.
Exposure to
Edge AI
and
IoT-based ML solutions
.

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