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MLOps Engineer - Metadata/Python

3.00 to 5.00 Years   Chennai   06 Feb, 2023
Huquo
Job LocationChennai
EducationNot Mentioned
SalaryNot Disclosed
IndustryRecruitment Services
Functional AreaEngineering Design / Construction
EmploymentTypeFull-time

Job Description

    Role and responsibilities:- Project Management (50%)- Front Door (Requirements, Metadata collection, classification & security clearance)- Data pipeline template development- Data pipeline Monitoring development & support (operations)- Design, develop, deploy, and maintain production-grade scalable data transformation, machine learning and deep learning code, pipelines; manage data and model versioning, training, tuning, serving, experiment and evaluation tracking dashboards.- Manage ETL and machine learning model lifecycle: develop, deploy, monitor, maintain, and update data and models in production.- Build and maintain tools and infrastructure for data processing for AI/ML development initiatives.Technical skills requirements:The candidate must demonstrate proficiency in,- Experience deploying machine learning models into production environment.- Strong DevOps, Data Engineering and ML background with Cloud platforms- Experience in containerization and orchestration (such as Docker, Kubernetes)- Experience with ML training/retraining, Model Registry, ML model performance measurement using ML Ops open source frameworks.- Experience building/operating systems for data extraction, ingestion and processing of large data sets- Experience with MLOps tools such as MLFlow and Kubeflow- Experience in Python scripting- Experience with CI/CD- Fluency in Python data tools e.g. Pandas, Dask, or Pyspark- Experience working on large scale, distributed systems- Python/Scala for data pipelines- Scala/Java/Python for micro-services and APIs- HDP, Oracle skills & Sql; Spark, Scala, Hive and Oozie DataOps (DevOps, CDC)Nice-to-have skills:- Jenkins, K8S- Google Cloud certification- Unix or Shell scriptingQualifications:- B.Tech., M.Tech. or MCA degree from a reputed university,

Keyskills :
open sourcedeep learningdata processingdata extractiondata transformationperformance measurementsqletlhiveunixooziesparkcloudscala

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