MLOPs Engineer
Mexico, MEX, MX
LTIMindtree
LTIMindtree is a global technology consulting and digital solutions company that enables enterprises across industries to reimagine business models, accelerate innovation, and maximize growth by harnessing digital technologies.Cloud Orchestration Platforms Storage Experience with one of the Below Cloud Platforms Platform Orchestrators Deployment Tools
a Cloud Providers Google Cloud Platform GCP AWS Microsoft Azure
b Orchestration Kubernetes
c Deployment Spinnaker Helm Charts
Data Engineering Technologies Workflow Orchestrations Experience with one of the Below Data Engineering Technologies and Workflow Orchestrators
a Data Pipelines Processing Apache Spark Apache Beam
b Workflow Orchestration Google Cloud Composer Airflow
MLOps Machine Learning Operations
a Model Deployment Monitoring Experience with deploying machine learning models using tools like TensorFlow Serving TorchServe or MLflow
b Model Versioning Experiment Tracking Proficiency in using tools like MLflow DVC or TFX for managing model versions and experiments
c Continuous Integration for ML Implementing CICD pipelines specifically for machine learning models automating training deployment and monitoring workflows
d Scalability Resource Management Understanding of distributed training resource scaling and automated model retraining
DevOps CICD
a CICD Tools GitHub Actions or TeamCity
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow AWS Azure Data pipelines DevOps Engineering GCP GitHub Google Cloud Helm Kubernetes Machine Learning MLFlow ML models MLOps Model deployment Pipelines Spark TensorFlow TFX
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