Senior Engineer – Data & ML Platform

🕒 5 days ago

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CrowdStrike

WebsiteLinkedInAll Job Openings

5001 - 10000 employees

Founded 2011

🔒 Cybersecurity

☁️ SaaS

🤖 Artificial Intelligence

Cybersecurity • SaaS • Artificial Intelligence

CrowdStrike is a cybersecurity company that provides cloud-based security services to stop breaches. It is recognized as a leader in endpoint protection, identity and cloud security, and managed detection and response. CrowdStrike's platform, Falcon, integrates artificial intelligence to offer real-time visibility, detection, and protection against sophisticated cyber threats. The company is lauded for its effectiveness in securing networks and data, making it a trusted partner for businesses worldwide.

📋 Description

• Help design, build, and facilitate adoption of a modern Data+ML platform • Modularize complex ML code into standardized and repeatable components • Establish and facilitate adoption of repeatable patterns for model development, deployment, and monitoring • Build a platform that scales to thousands of users and offers self-service capability to build ML experimentation pipelines • Leverage workflow orchestration tools to deploy efficient and scalable execution of complex data and ML pipelines • Review code changes from data scientists and champion software development best practices • Leverage cloud services like Kubernetes, blob storage, and queues in our cloud first environment

🎯 Requirements

• B.S. in Computer Science, Data Science, Statistics, Applied Mathematics, or a related field and 10+ years related experience; or M.S. with 8+ years of experience; or Ph.D with 6+ years of experience. • 3+ years experience developing and deploying machine learning solutions to production. • Familiarity with typical machine learning algorithms from an engineering perspective (how they are built and used, not necessarily the theory); familiarity with supervised / unsupervised approaches: how, why, and when and labeled data is created and used. • 3+ years experience with ML Platform tools like Jupyter Notebooks, NVidia Workbench, MLFlow, Ray, Vertex AI etc. • Experience building data platform product(s) or features with (one of) Apache Spark, Flink or comparable tools in GCP. • Experience with Iceberg is highly desirable. • Proficiency in distributed computing and orchestration technologies (Kubernetes, Airflow, etc.) • Production experience with infrastructure-as-code tools such as Terraform, FluxCD • Expert level experience with Python; Java/Scala exposure is recommended. • Ability to write Python interfaces to provide standardized and simplified interfaces for data scientists to utilize internal Crowdstrike tools. • Expert level experience with CI/CD frameworks such as GitHub Actions. • Expert level experience with containerization frameworks. • Strong analytical and problem solving skills, capable of working in a dynamic environment. • Exceptional interpersonal and communication skills. Work with stakeholders across multiple teams and synthesize their needs into software interfaces and processes.

🏖️ Benefits

• Market leader in compensation and equity awards • Comprehensive physical and mental wellness programs • Competitive vacation and holidays for recharge • Paid parental and adoption leaves • Professional development opportunities for all employees regardless of level or role • Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections • Vibrant office culture with world class amenities • Great Place to Work Certified™ across the globe