Ml Engineer

Orcapod Consulting Services

5 - 10 years

9 - 17 Lacs

bengaluru

Posted:3 days ago| Platform:

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Skills Required

machine learning tensorflow pytorch python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Must-Have Skills

Strong programming skills in
Python
Deep experience with
ML frameworks
(TensorFlow, PyTorch, Scikit-learn, XGBoost).
Hands-on with
MLOps tools
like MLflow, Airflow, TFX, Kubeflow, or BentoML.
Experience deploying models using
Docker
and
Kubernetes
.
Strong knowledge of
cloud platforms
(AWS/GCP/Azure) and ML services (e.g., SageMaker, Vertex AI).
Proficiency with
data engineering
tools (Spark, Kafka, SQL/NoSQL).
Solid understanding of
CI/CD, version control (Git), and infrastructure as code (Terraform, Helm)
.
Experience with
monitoring/logging
(Prometheus, Grafana, ELK).

Good-to-Have Skills

Experience with
feature stores
(Feast, Tecton) and
experiment tracking
platforms.
Knowledge of
edge/embedded ML
, model quantization, and optimization.
Familiarity with
model governance
,
security
, and
compliance
in ML systems.
Exposure to
on-device ML
or
streaming ML
use cases.
Experience leading cross-functional initiatives or mentoring junior engineers.

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