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Machine Learning OP's Engineer - Lead (Hybrid)

Spartan Technologies

We are seeking a Lead ML OPs Engineer who is a self-starter and can work independently to implement and operate new technologies that can help the Company advance its Automation & Artificial Intelligence objectives.

  • Driven by a desire to deliver extraordinary customer service and a rock-solid stable AI platform, you will be successful through successful operation of our AI platforms.
  • Location is Holmdel, Bethlehem, or New York. 2 days a week in office
  • No relocation, MUST reside near an office
  • H-1's ok, NO OPT
  • This is a lead position. no direct reports but a Senior resource.
As a Lead MLOps Engineer , you will play a pivotal role in building and maintaining the Company's machine learning ( ML ) infrastructure. In this position, you will collaborate closely with data scientists and engineers to deploy and lead ML models to production. The responsibilities will include:
  • Designing and implementing robust MLOps pipelines to streamline the ML lifecycle , from data ingestion to model deployment and monitoring.
  • Developing and maintaining CI/CD pipelines for ML models , ensuring efficient and reliable deployment.
  • Building and managing ML infrastructure on cloud platforms , with a focus on Amazon SageMaker .
  • Optimizing model performance and resource utilization in production environments.
  • Monitoring model performance and finding opportunities for improvement.
  • Collaborating with data scientists and engineers to improve ML model development processes.
  • Ensuring data quality and integrity throughout the ML pipeline.
  • Staying up-to-date with the latest advancements in MLOps and machine learning.
Level of experience required:
  • A minimum of 7 Years of experience Ops Engineering and 4 years of Machine Learning experience.
  • Strong proficiency in Python programming language.
  • Experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Expertise in cloud platforms, particularly Amazon Web Services (AWS) and Amazon SageMaker.
  • In-depth knowledge of MLOps tools and technologies (e.g., Docker, Kubernetes, Jenkins, Airflow).
  • Experience with version control systems (Git).
  • Understanding of data engineering concepts and tools (e.g., SQL, ETL pipelines).
  • Proficiency in cloud-based data storage and processing services (e.g., S3, EMR, Redshift).
  • Knowledge of big data technologies is a plus.
  • Have knowledge about data engineering concepts, tools and automation processes (DataOps) since data pipelines and architectures provide the base for building AI solutions.
  • Strong problem-solving and analytical skills.
  • Excellent communication and collaboration skills.
  • Ability to work independently and as part of a team.
  • Attention to detail and focus on quality.
  • Passion for machine learning and data science.
  • A continuous learner with a desire to stay updated on the latest industry trends.
Vacancy posted 4 days ago
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