Corelight

Corelight transforms network/cloud activity into evidence so defenders can stay ahead of ever-changing attacks.

Senior Machine Learning Engineer

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 201-500H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

81 days ago

Salary

$180K - $214K / year

Bachelor Degree5 yrs expEnglishDockerKerasKubernetesPandasPythonPy TorchScikit LearnTensorflow

Job Description

• Lead to the full range of development stages for AI/ML projects, from early explorations to productization and maintenance. • Work closely with data scientists and network security experts to design and implement scalable ML pipelines for large datasets. • Design and implement strategies to deploy LLMs and for fine-tuning. • Conduct experiments, analyze results and resource consumption using various metrics and visualization techniques. • Drive adoption of ML development best practices in code health, quality, test stability and maintainability. • Participate in technical discussions within the Labs team and collaborate with other teams across the organization. • Work in an Agile development team focused on exploring and delivering ML use cases.

Job Requirements

  • 5+ years experience developing, optimizing, troubleshooting, and maintaining large-scale machine learning/AI or systems.
  • Experience in DevOps and/or MLOps: continuous integration and delivery, automation of ML workflows, and deployments to production environments.
  • Experience deploying/building LLM Agents for agentic workflows.
  • Understanding of model testing and validation techniques for ensuring model quality and performance.
  • Proficient in Python and data science libraries (Pandas, Scikit-Learn, Keras, PyTorch, Tensorflow).
  • Experience using Docker and/or Kubernetes, and containerized applications.
  • Degree in Computer Science or related fields, or equivalent experience.

Benefits

  • Equity and additional benefits will also be awarded.

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