Sr. Machine Learning Engineer
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Requirements
• 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/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. • Excellent communication skills to work effectively in a team. • Degree in Computer Science or related fields, or equivalent experience. • Experience adopting and using Agile development tools and methodologies, and working in a distributed team. • Experience with local deployments and fine-tuning of LLMs • Cybersecurity experience, specifically work within a security operations center (SOC). Familiarity with network security is a plus. • 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. • We are proud of our culture and values - driving diversity of background and thought, low-ego results, applied curiosity and tireless service to our customers and community. Corelight is committed to a geographically dispersed yet connected employee base with employees working from home and office locations around the world. Fueled by an accelerating revenue stream, and investments from top-tier venture capital organizations such as Crowdstrike, Accel and Insight - we are rapidly expanding our team. • Check us out at www.corelight.com • Notice of Pay Transparency:The compensation for this position may vary depending on factors such as your location, skills and experience. Depending on the nature and seniority of the role, a percentage of compensation may come in the form of a commission-based or discretionary bonus. Equity and additional benefits will also be awarded.
Responsibilities
• 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.
Benefits
• $203,000 - $230,000 USD • Create a Job Alert • Interested in building your career at Job Board? Get future opportunities sent straight to your email.