TL;DR
Senior MLOps Engineer (AI): Architecting and implementing a foundational MLOps platform for AI/ML-driven security solutions with an accent on defining technology strategy, building production-grade ML pipelines, and enabling data scientist productivity. Focus on designing scalable systems, ensuring reliability in production at immense scale, and driving MLOps culture.
Location: Tel Aviv, Israel
Company
hirify.global is a global leader in cybersecurity, developing an AI-native platform to stop breaches for modern organizations.
What you will do
- Architect and implement foundational MLOps infrastructure, defining best practices, tooling, and workflows.
- Evaluate, select, and integrate MLOps technologies for experiment tracking, model versioning, deployment, and monitoring.
- Develop robust, scalable pipelines for ML model training, validation, deployment, and monitoring for massive data volumes.
- Create tools and automation to empower data scientists to move quickly from research to production.
- Implement comprehensive monitoring, logging, and alerting systems for ML model performance.
- Champion best practices in ML engineering, CI/CD for ML, model governance, and reproducibility.
Requirements
- 6+ years of experience in MLOps, ML engineering, DevOps, or related infrastructure roles, focused on machine learning systems.
- Proven track record of building and operating ML systems at scale in production environments.
- Deep knowledge of cloud platforms (AWS, Azure, or GCP), containerization (Docker, Kubernetes), and infrastructure-as-code (Terraform, CloudFormation).
- Hands-on experience with ML workflow orchestration tools (e.g., Airflow, Kubeflow, MLflow, Metaflow) and building end-to-end ML pipelines.
- Strong coding skills in Python and expertise in CI/CD and modern DevOps methodologies.
- Ability to think architecturally and implement solutions in a fast-paced environment with a startup mentality.
Culture & Benefits
- Market leader in compensation and equity awards.
- Comprehensive physical and mental wellness programs.
- Competitive vacation and holidays.
- Paid parental and adoption leaves.
- Professional development opportunities for all employees.
- Employee Networks, geographic neighborhood groups, and volunteer opportunities.
- Vibrant office culture with world-class amenities.
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