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Company

Original Job Post

Corelight · 2 days ago

Machine Learning Engineer

Port Chester, NY

Full-time

Onsite

Mid Level

$154K/yr - $183K/yr

3+ years exp

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Responsibilities

Contribute to the full range of stages of 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.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningDevOpsMLOpsData PreprocessingFeature EngineeringPythonPandasScikit-LearnKerasPyTorchTensorflowDockerKubernetesContainerizationModel TestingValidation TechniquesData ScienceContinuous IntegrationContinuous DeliveryAutomationProduction DeploymentsComputer ScienceProblem-SolvingCommunicationTeamworkAgile developmentLocal deploymentsLLMs fine-tuningNetwork securityFeature stores

Required

Strong appreciation for our core values: low ego results, tireless service, and applied curiosity.

3+ years experience developing, optimizing, troubleshooting, and maintaining large-scale machine learning systems.

Experience in DevOps and/or MLOps: continuous integration and delivery, automation of ML workflows, and deployments to production environments.

Understanding of data preprocessing, feature engineering and machine learning algorithms.

Understanding of model testing and validation techniques for ensuring model quality and performance.

Experience in Python and data science libraries (Pandas, Scikit-Learn, Keras, PyTorch, Tensorflow).

Experience using Docker and/or Kubernetes, and containerized applications.

Excellent communication skills to work effectively in a team.

Degree in Computer Science or related fields, or equivalent experience.

Preferred

Experience adopting and using Agile development tools and methodologies, and working in a distributed team.

Experience with local deployments and fine-tuning of LLMs

Familiarity with the network security domain.

Experience using feature stores and ML frameworks like Kubeflow, Cortex, Seldon, or BentoML.

Experience in designing and implementing data pipelines using Apache Spark.

Experience with cloud computing, especially Databricks and AWS Services (EC2, S3, Cloudwatch)

Experience with experiment tracking and reproducibility tools.

Benefits

Equity

Company

Corelight

Corelight is a cybersecurity company specializing in network traffic analysis (NTA) solutions.

Founded in 2013

San Francisco, California, USA

201-500 employees

https://www.corelight.com

H1B Sponsorship

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2020 (6)