Senior ML Engineer - Remote AI for Cybersecurity

CrowdStrike Inc.; Topeka (KS); Remote; USD 140,000 - 215,000; Full time

Benefits offered by this job

Market-leading compensation and equity

Wellness programs

Generous vacation and holidays

Parental and adoption leave

Professional development

Employee networks and volunteer机会

Job summary

CrowdStrike Inc. is seeking a Sr. Machine Learning Engineer to join the AIDR Engineering Team. You will provide engineering support for high-throughput, low-latency LLM inferencing and collaborate with data scientists on post-training tasks, data engineering, and model deployment.

You will design for enterprise AI safety and performance, work across GPUs, orchestrate data pipelines, and contribute to end-to-end solutions in a fast-paced, autonomous environment.

Qualifications

• Prior work experience doing data engineering and architecture in support of advanced data science use cases.
• A deep understanding of LLM post-training methods and computational architectures.
• Understanding scalability and distributed systems e.g. sharding, partitioning, and concurrency.

Responsibilities

• Innovate with the state of the art machine learning technology to accelerate data science.
• Focus on pragmatic support for fast-moving research and development teams.
• Implement high-quality solutions in support of customer-facing applications at scale.
• Providing in-depth analysis to identify potential vulnerabilities or gaps.
• Construct and maintain data pipelines, and contribute to the training and implementation of custom models.
• Collaborate across various teams to brainstorm, define, and devise solutions.
• Commit to ongoing learning and self-improvement.
• Stay attuned to our customers' challenges, always seeking ways to enhance support.
• Emphasize top-tier coding quality by adhering to best practices, rigorous testing, and thorough logging and metrics.
• Work within a collaborative and agile team environment.
• Contribute to mentoring fellow engineers across a spectrum of technologies and also absorb knowledge from them.
• Constantly explore ways to refine product architecture, knowledge models, user experience, performance, and reliability.
• Own your work with autonomy, end to end: develop, test, deploy and monitor your changes.
• Thrive in an environment that highly values trust.

Skills

Data engineering

LLM post-training

Distributed systems

Team player

AI technologies

Tools

Docker

Kubernetes

AWS

GCP

Kafka

Cassandra

Spark

ElasticSearch

Terraform

Chef

Ansible

Job description

CrowdStrike Inc. is seeking a Sr. Machine Learning Engineer to join the AIDR Engineering Team. You will provide engineering support for high-throughput, low-latency LLM inferencing and collaborate with data scientists on post-training tasks, data engineering, and model deployment.

You will design for enterprise AI safety and performance, work across GPUs, orchestrate data pipelines, and contribute to end-to-end solutions in a fast-paced, autonomous environment.