Sr ML Engineer

RARR Technologies

4 - 7 years

4 - 6 Lacs

bengaluru karnataka india

Posted:1 month ago| Platform: Foundit logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Responsibilities:

Build and manage end-to-end ML pipelines using
Vertex AI Pipelines
,
Airflow
, or similar orchestrators.
Implement ML models using
TensorFlow
,
PyTorch
, or other frameworks; monitor model performance in production.
Manage Python environments using
venv
,
pip
,
poetry
, and containerized deployments with
Docker
.
Design and implement distributed data pipelines with
Apache Spark
,
Beam
, or
Flink
.
Develop data ingestion workflows from databases and API-based sources using
GCP tools
.
Optimize pipelines and clusters for performance, cost, and scalability.
Perform feature engineering, data engineering, and ML model evaluation.
Develop and maintain
CI/CD pipelines
, deployment strategies, and infrastructure-as-code using
Terraform
.
Design data architecture considering storage and compute options for efficient BI and analytics use cases.
Optional / Good to have: Kubernetes, Vector Databases (e.g., Qdrant), and LLM experience (embeddings, RAG, agents).

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