Machine Learning Operations Specialist

4 weeks ago


Orlando, Florida, United States Lorven Technologies Full time
Position:
We are seeking a highly skilled Machine Learning Operations Specialist to join our team at Lorven Technologies.

Location:
Remote

Details:

  • Collaborate with data scientists to automate model deployment to production systems.

Responsibilities:


Develop and implement benchmarks and metrics to ensure ML systems are accessible and available to the team.

Ensure proper data processing using consistent pre-processing techniques to maintain model evaluation and performance consistency.
Continuously validate and monitor system performance to prevent negative impacts.
Automate tasks using technologies like Airflow and MLFlow.

Requirements:
A minimum of 4 years of experience in Data engineering.
Solid Python skills with familiarity in popular ML libraries.
At Least 3+ years experience in model serving and pipelines.
Ability to write effective, scalable, and modular code.
Familiarity with Git workflows, CI CD, and NoSQL MongoDB.
Familiarity with Airflow and MLflow is a plus.
Working knowledge of containers like Kubernetes, Docker, in AWS

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