Senior Machine Learning Engineer, Corelight

• Strong appreciation for our core values: low ego results, tireless service, and applied curiosity
• 5+ 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
• Proficient 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

Desirable

• As a Sr. Machine Learning Engineer within Corelight Labs, you will work closely with data scientists and network security experts to explore, design, build and deliver machine learning solutions for challenging network security problems. You will play a crucial role in the exploration and development of the ML capabilities powering our product offerings
• 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