Sr. Engineer - Machine Learning Platform

8 - 13 years

10 - 14 Lacs

Posted:1 week ago| Platform: Naukri logo

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Job Type

Full Time

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.
 
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

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Crowdstrike

Computer and Network Security

Remote

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