Machine learning Operation Engineer

LTIMindtree

0 years

0 Lacs

bengaluru karnataka india

Posted:4 days ago| Platform:

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Skills Required

learning design data model training evaluation ml consistency automate engineering versioning programming python numpy pyspark airflow spark databricks mlflow docker kubernetes azure aws gcp postgresql mongodb deployment fastapi flask monitoring logging security compliance iam vault encryption

Work Mode

On-site

Job Type

Full Time

Job Description

Design build and maintain scalable data science pipelines for model training evaluation and deployment
Collaborate with data scientists ML engineers and product teams to translate business problems into datadriven solutions
Implement and optimize machine learning models for production environments
Ensure data quality consistency and availability across the pipeline
Automate data ingestion transformation and feature engineering workflows
Monitor model performance and retrain pipelines as needed to maintain accuracy
Contribute to MLOps practices including CICD model versioning and governance.

Primary Skills Mandatory

Programming Python Pandas NumPy Scikitlearn PySpark SQL
Data Engineering Airflow Spark Databricks Delta Lake
MLOps MLflow DVC Docker Kubernetes CICD pipelines
Cloud Platforms Azure Data Factory AWS Glue GCP Dataflow
Data Stores Snowflake PostgreSQL MongoDB ChromaDB
Model Deployment FastAPI Flask RESTful APIs
Monitoring Logging Prometheus Grafana ELKEFK stack
Security Compliance IAM Key Vault encryption GDPRSOC2

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