ML Pipelines Specialist

2 days ago

tiruchirappalli, India beBeeModel Full time

Job Title:MLOps Model Pipeline ArchitectAbout the Role:We are seeking a seasoned MLOps Model Pipeline Architect to spearhead the development of robust and scalable machine learning systems.This key position will focus on designing, building, and maintaining end-to-end ML pipelines that cover training, evaluation, deployment, and continuous integration/continuous deployment (CI/CD).The ideal candidate will possess excellent technical skills in cloud computing, DevOps practices, and data engineering. Strong collaboration and communication skills are essential for success in this role.A successful MLOps Model Pipeline Architect will have a deep understanding of cloud-based services and be able to architect efficient and secure model serving solutions.Key Responsibilities:Design and implement end-to-end ML pipelines that ensure seamless integration across various stages, including data ingestion, feature engineering, modeling, and deployment.Develop and maintain CI/CD processes for ML models, ensuring proper testing, versioning, and rollback mechanisms.Collaborate with cross-functional teams, including AI, data science, and product development, to productionize notebooks into hardened services.Work closely with the infrastructure team to optimize cloud cost and performance across compute, storage, and models.Requirements:Proven experience in designing, developing, and deploying large-scale ML systems.Strong knowledge of cloud platforms, such as AWS, GCP, or Azure.Familiarity with containerization using Docker and Kubernetes.Experience with CI/CD tools, such as Jenkins, GitLab CI/CD, or CircleCI.Proficiency in programming languages like Python, Java, or Scala.Excellent collaboration and communication skills.What We Offer:A competitive compensation package and benefits.Ongoing training and professional development opportunities.A dynamic and supportive work environment.The chance to work with a talented team of professionals.

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