Engineer III - Machine Learning Platform
- Crowdstrike
- 8 - 13 years
- Bengaluru
- 7 months ago
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Job Description
We're seeking an exceptional Senior ML Platform Engineer to join our elite team in building next-generation machine learning infrastructure. you'll be at the forefront of developing scalable ML platforms that power CrowdStrikes threat detection and prevention capabilities, processing data at unprecedented scale.
What you'll Do:
Architecture & Development
- Design and implement enterprise-scale ML infrastructure using Ray, Kubernetes, and cloud-native technologies
- Architect high-performance model serving solutions handling millions of predictions per second
- Build robust, scalable systems for model training, deployment, and monitoring
- Lead technical decisions for critical ML platform components
MLOps & Infrastructure
- Develop automated ML pipelines using Airflow and MLflow
- Implement sophisticated monitoring and observability solutions
- Optimize resource utilization across distributed computing environments
- Design fault-tolerant, highly available ML systems
Performance Engineering
- Optimize large-scale distributed systems for maximum throughput
- Implement advanced memory management strategies for ML workloads
- Design and optimize real-time inference systems
- Tune system performance for production-grade ML operations
What you'll Need:
- 8+ years of software engineering experience with distributed systems
- 4+ years of hands-on experience building ML platforms
- Deep expertise in Python and modern ML infrastructure tools
- Proven experience with Kubernetes, containerization, and cloud platforms
- Strong background in performance optimization and scalability
- Experience with Ray, JupyterHub, MLflow, or similar ML platforms
Technical Expertise:
- Distributed Systems: Ray, Kubernetes, Docker or similar large scale distributed systems
- ML Platforms: MLflow, Kubeflow, JupyterHub, Kubeflow
- Infrastructure: AWS/GCP/Azure, Terraform
- Languages: Python, Go
- Observability: Prometheus, Grafana
- CI/CD: GitLab, Jenkins
What Sets You Apart:
- Contributions to open-source ML infrastructure projects
- Experience with real-time, high-throughput inference systems
- Background in cybersecurity or threat detection
- Track record of leading technical initiatives
- Experience with large-scale data processing systems
Impact :
Your work will directly strengthen CrowdStrikes core mission of stopping breaches by building and scaling the infrastructure that powers our next-generation ML capabilities. Join us in protecting our customers and shaping the future of cybersecurity.
Your work will directly strengthen CrowdStrikes core mission of stopping breaches by building and scaling the infrastructure that powers our next-generation ML capabilities. Join us in protecting our customers and shaping the future of cybersecurity.
Benefits of Working at CrowdStrike:
- Remote-friendly and flexible work culture
- Market leader in compensation and equity awards
- Comprehensive physical and mental we'llness 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
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): Bengaluru+ View Contact
Keyskills: Training GCP Machine learning Open source Distribution system Monitoring Python Recruitment
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Crowdstrike
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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