Cribl

Cribl

Cribl provides a unified data management platform specifically designed for IT and security data, enabling users to explore, collect, process, and access their data at scale while offering enhanced control and flexibility in managing their data workflows.

IT Services
251-1K
Founded 2018
$402M raised

Description

  • Design, train, and evaluate machine learning models for research and applied AI initiatives.
  • Run rapid experiments to test hypotheses and identify model improvements.
  • Collaborate with researchers, engineers, development partners, and stakeholders to translate academic advances into production-ready systems.
  • Build and maintain ML pipelines for data ingestion, feature engineering, model training, and evaluation.
  • Optimize model performance through fine-tuning, hyperparameter search, and architecture experimentation.
  • Track experiment results, document findings, and share learnings with the broader team.
  • Stay current with the latest ML and AI research and identify opportunities to apply new methods.
  • Participate in stand-by, on-call, or off-hours support during critical research or deployment milestones.

Requirements

  • Bachelor's degree in Computer Science, Mathematics, Statistics, or a related field.
  • 5+ years of industry or research experience.
  • Master's degree or PhD is a plus.
  • Deep hands-on experience training and evaluating ML models, including language models.
  • Strong proficiency in Python and ML frameworks such as PyTorch or TensorFlow.
  • Familiarity with MLOps tooling and infrastructure such as MLflow, Weights & Biases, Kubeflow, or similar.
  • Solid understanding of modern NLP, computer vision, and/or reinforcement learning techniques.
  • Ability to move fast without sacrificing rigor, including knowing when to prototype and when to productionize.
  • Excellent communication skills for presenting experimental results to technical and non-technical stakeholders.

Benefits

  • Salary range of $230,000 to $275,000, depending on geographic location and experience.
  • Comprehensive health, dental, vision, short-term disability, and life insurance coverage.
  • Paid holidays and paid time off.
  • Fertility treatment benefit.
  • 401(k) plan.
  • Equity package.
  • Eligibility for a discretionary company-wide bonus.
  • Remote-first work environment.

Interested in this position?

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