Senior Machine Learning Engineer - (Platform)
CoinbaseSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Cybersecurity, BiotechnologyIndustries
Requirements
Candidates should have 8+ years of software engineering experience with distributed systems and 4+ years of hands-on experience building ML platforms. Deep expertise in Python and modern ML infrastructure tools is required, along with proven experience with Kubernetes, containerization, and cloud platforms. A strong background in performance optimization and scalability, and experience with Ray, JupyterHub, MLflow, or similar ML platforms are also necessary. Technical expertise should include distributed systems like Ray, Kubernetes, and Docker, ML platforms such as MLflow and Kubeflow, infrastructure tools like Terraform, languages like Python and Go, observability tools like Prometheus and Grafana, and CI/CD tools like GitLab and Jenkins. Contributions to open-source ML infrastructure projects, experience with real-time, high-throughput inference systems, and a background in cybersecurity or threat detection are considered differentiators.
Responsibilities
The Senior ML Platform Engineer will design and implement enterprise-scale ML infrastructure using Ray, Kubernetes, and cloud-native technologies. They will architect high-performance model serving solutions, build robust, scalable systems for model training, deployment, and monitoring, and lead technical decisions for critical ML platform components. Responsibilities also include developing automated ML pipelines using Airflow and MLflow, implementing monitoring and observability solutions, optimizing resource utilization, and designing fault-tolerant, highly available ML systems. Additionally, they will optimize large-scale distributed systems for maximum throughput, implement advanced memory management strategies, and design and optimize real-time inference systems.
Skills
Machine Learning
Platform Engineering
Ray
Kubernetes
Cloud-native technologies
Model serving
MLOps
Airflow
MLflow
Monitoring
Observability
Distributed computing
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.
Related Jobs
RemoteRemotePrincipal ML Infrastructure Engineer
UpworkSalary not specified
- Full Time
- Expert & Leadership (9+ years)
RemoteStaff Software Engineer, AI and Data Technology
Omada HealthSalary not specified
- Full Time
- Senior (5 to 8 years)
RemoteSoftware Engineering Manager, Machine Learning Platform
Vannevar LabsSalary not specified
- Full Time
- Expert & Leadership (9+ years)
RemoteSenior AI Infrastructure Engineer
TetraScienceSalary not specified
- Full Time
- Senior (5 to 8 years), Expert & Leadership (9+ years)
RemoteMachine Learning Ops Engineer
WeaveSalary not specified
- Full Time
- Junior (1 to 2 years)
RemoteMachine Learning Engineer, Ads Training Platform
RedditSalary not specified
- Full Time
- Mid-level (3 to 4 years), Senior (5 to 8 years)
RemoteSenior ML Platform Engineer
TRM LabsSalary not specified
- Full Time
- Senior (5 to 8 years)
RemoteAI/ML Architect
BambooHRSalary not specified
- Full Time
- Senior (5 to 8 years)
RemoteSenior Platform Engineer
Second Front SystemsSalary not specified
- Full Time
- Senior (5 to 8 years), Expert & Leadership (9+ years)
RemotePlatform Engineer: Kubernetes
SupabaseSalary not specified
- Full Time
- Mid-level (3 to 4 years), Senior (5 to 8 years)
RemoteMLOps Engineer
Trunk Tools$140,000 - $200,000/year
- Full Time
- Junior (1 to 2 years)