Engineer III - ML
- Crowdstrike
- 8 - 13 years
- Remote
- 1 year ago
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Job Description
As an MLOps Engineer, you will play an integral role as we build out our ML Experimentation Platform from the ground up. You will collaborate closely with Data Platform Software Engineers, Data Scientists, & Threat Analysts to design, implement, and maintain scalable ML pipelines that will be used for Data Preparation, Cataloging, Feature Engineering, Model Training, and Model Serving that influence critical business decisions. you'll be a key contributor in a production- focused culture that bridges the gap between model development and operational success. Future plans include generative AI investments for use cases such as modeling attack paths for IT assets.
What you'll Do:
- Help design, build, and facilitate adoption of a modern ML-Ops platform
- Modularize complex ML code into standardised 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
What you'll Need:
- 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-Ops 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.
Bonus Points:
- Go
- Iceberg
- Pinot or other time-series/OLAP-style database
- Jenkins
- Parquet
- Protocol Buffers/GRPC
Benefits of Working at CrowdStrike:
- Remote-first culture
- Market leader in compensation and equity awards with option to participate in ESPP in eligible countries
- Competitive vacation and flexible working arrangements
- Physical and mental we'llness programs
- Paid parental leave, including adoption
- A variety of professional development and mentorship opportunities
- Access to CrowdStrike University, LinkedIn Learning and Jhanna
- Offices with stocked kitchens when you need to fuel innovation and collaboration
- Birthday time-off in your local country
- Work with people who are passionate in our mission and Great Place to Work certified across the globe
Job Classification
Industry: Hardware & NetworkingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: CrowdstrikeLocation(s): Remote+ View Contact
Keyskills: Development Manager GCP Analytical Machine learning Operations Monitoring Analytics Python
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CrowdStrike_x001A_ is the leader in next-generation endpoint protection, threat intelligence and response services. CrowdStrike_x001A_s core technology, the Falcon platform, stops breaches by preventing and responding to all types of attacks _x001A_ both malware and malware-free.
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