Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
Sr. Engineer – Machine Learning Platform (Hybrid) at Crowdstrike
Bengaluru, Karnataka, India
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
CybersecurityIndustries
Requirements
- 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
Responsibilities
- 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
- 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
- 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
Skills
Ray
Kubernetes
Airflow
MLflow
MLOps
Distributed Systems
Model Serving
Model Training
Monitoring
Observability
Cloud Native
Crowdstrike
Cloud-native endpoint security solutions provider
About Crowdstrike
CrowdStrike specializes in cybersecurity, focusing on protecting businesses from cyber threats through cloud-native endpoint security solutions. Their main product, the Falcon platform, includes services like Falcon Pro, which replaces traditional antivirus with next-generation antivirus that integrates threat intelligence, Falcon Insight for endpoint detection and response, and Falcon Device Control to manage connected devices. Unlike many competitors, CrowdStrike's services are subscription-based, allowing clients to choose different levels of protection based on their needs. The company serves a diverse clientele, including many Fortune 100 companies, and is recognized as a leader in the cybersecurity field, known for its effectiveness in threat detection and response.
Austin, TexasHeadquarters
2011Year Founded
$468MTotal Funding
IPOCompany Stage
Enterprise Software, CybersecurityIndustries
5,001-10,000Employees
Benefits
Competitive Employee Stock Purchase Plan
Remote-friendly culture
Market leader in compensation and equity awards
Competitive vacation and flexible working arrangements
Comprehensive health benefits + 401k plan
Paid Parental Leave, including adoption
Wellness programs
Professional development and mentorship opportunities
Open offices have stocked kitchens, coffee, soda and treats
Risks
Increased competition from companies like Lumos could challenge CrowdStrike's market share.
Recovery from last year's outage may still affect customer trust and future sales.
Pressure to demonstrate ROI by 2025 could challenge CrowdStrike's financial transparency.
Differentiation
CrowdStrike's Falcon platform offers cloud-native endpoint security solutions, a key differentiator.
The company serves 44 of the Fortune 100, showcasing its strong market presence.
CrowdStrike's proactive threat hunting sets it apart in cybersecurity threat detection.
Upsides
Partnership with SonicWall opens new SMB market segment for CrowdStrike.
Recognition as a leader in ransomware prevention boosts CrowdStrike's market credibility.
Gamified learning initiatives help address cybersecurity skills gap, benefiting future talent pipeline.
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