Ramat Gan
Full time
We are looking for an experienced Software Engineer to join a new and growing team within Mobileye's End-to-End 3D Perception Research Group. Our team is building critical infrastructure and solutions that bridge the gap between cutting-edge deep learning research and production-ready autonomous driving technologies. A major focus of the team is the development of an internal evaluation platform that will enable researchers to assess their model against product KPIs. You’ll work on efficiently processing large-scale datasets while defining precise and actionable metrics that provide measurable indicators aligned with product goals. Your work will be pivotal in uncovering model failures and driving continuous improvement, ensuring our perception models meet the rigorous demands of real-world deployment. Collaborating closely with researchers, you’ll create tools that accelerate model iteration and deployment, while helping to establish best practices that enhance the stability, scalability, and reliability of our software infrastructure.
What will your job look like:
- Design and implement infrastructure and tools that support the full lifecycle of model development – from research to production
- Develop and maintain a robust evaluation platform for measuring models against product-level KPIs
- Contribute to the scalability, maintainability, and reliability of the team’s codebase
- Define and promote engineering best practices across the group
All you need is:
- B.Sc. in Computer Science, Software Engineering, or a related field (or equivalent experience)
- 3+ years of experience in software engineering, algorithm development, or distributed systems
- Strong understanding of system architecture and infrastructure design
- Hands-on experience with cloud platforms (AWS, GCP), container orchestration (Docker, Kubernetes, Argo), and CI/CD systems (GitLab CI, Jenkins, GitHub Actions, etc.)
- Excellent problem-solving skills and strong attention to detail
Advantages:
- Experience building tools or platforms for ML model evaluation or deployment
- Experience working on collaborative, large-scale software projects
- Contributions to open-source projects
Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles. If you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution!
