Machine Learning Engineer

1 month ago


Reston, Virginia, United States Curate Partners Full time

Job Summary

Curate Partners is seeking a highly skilled Machine Learning Engineer to drive the design and implementation of functionality related to the end-to-end ML/AI and Feature lifecycle management on Azure/Google Cloud Platform.

Key Responsibilities

  • Support the deployment of ML/AI pipelines on the platform.
  • Enable functionality to support analysis, model optimization, statistical testing, model versioning, deployment, and monitoring of models and data.
  • Translate functionality into scalable, tested, and configurable platform architecture and software.
  • Establish strong software engineering principles for development in Python on the Azure/Google Cloud Platform.
  • Deliver features aligned to enterprise AutoML, Feature Engineering, and MLOPS capability.
  • Provide technical leadership and mentorship to a team of machine learning engineers.
  • Collaborate with cross-functional teams to align ML initiatives with overall business goals.

Requirements

  • 3+ years of experience in analytics domains, and deep understanding of ML operationalization and lifecycle management.
  • 5+ years of SQL & Python/Java programming experience leveraging strong software development principles.
  • Experience in designing, developing, and deploying AI applications at scale; working with tools such as Inhouse LLM models, SLM, Open AI, RAG, Vector Databases, and/or GPUs.

Preferred Qualifications

  • Experience with real-time and streaming technology (Pub/Sub, Kafka etc.).
  • Experience with REST API/Microservice development using Python/Java.
  • Experience with deployment/scaling of apps on containerized environment (AKS and/or GKE).


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