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Machine Learning Engineer

My3Tech

 

East Hanover, NJ 07936, USA

Posted On: 2 days ago
Experience: 5+ years
Availability: Hybrid
Openings: 2
Category: Machine Learning Engineer
Tenure: No Preference/Any
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Description

You will scale proof-of-concept products into enterprise-grade applications, ensuring reliability, scalability, monitoring, and security.

This role is on-site.

Responsibilities

  • Own the deployment, lifecycle management, and monitoring of Machine Learning and Deep Learning models through all production stages.
  • Automate and streamline ML operations to improve data scientist and engineer productivity.
  • Implement software engineering best practices across ML workflows to ensure CI/CD, reproducibility, and rapid delivery cycles.
  • Build and maintain tools for deployment, monitoring, and operations while troubleshooting issues across development, testing, and production environments.
  • Collaborate with cloud platform and application engineers to implement cloud policies and governance for model lifecycles.

Required Skills

  • 8 to 10 years of industry experience in Software Engineering, DevOps, or Data Engineering.
  • Hands-on experience with MLOps tools including DataIKU, ModelDB, Kubeflow, Pachyderm, or Data Version Control (DVC).
  • Experience with AWS, Databricks, and Azure Kubernetes Service.
  • Proficiency in distributed computing, data pipelines, and AI/ML workflows.
  • Extensive experience working in Unix, AIX, or Linux environments.
  • Experience with automation servers such as Jenkins, CloudBees, Travis, or GitLab Actions.
  • Experience with logging tools including Splunk, ElasticSearch, Kibana, or Logstash.

Preferred Skills

  • Familiarity with hyperparameter tuning tools like AWS SageMaker or Kubeflow.
  • Knowledge of model and experiment versioning technologies like MLFlow or AWS SageMaker.

Education

Any Graduate

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