🛠 Tech Stack

💼 About This Role

You'll build the orchestration layer for CV pipelines that process traffic enforcement events at high throughput. Your work directly reduces reckless driving and saves lives in partner cities. As an early hire, you'll set the engineering standard for the team.

🎯 What You'll Do

• Design scalable workflow for event ingestion and processing
• Build compute layer with GPU autoscaling on ECS
• Own data storage, metadata, and pipeline triggers
• Deploy and manage model serving with versioning and rollback

📋 Requirements

• 6+ years building production backend or ML systems
• Hands-on orchestration tool experience (e.g., Airflow, Prefect)
• Strong cloud infrastructure fundamentals (AWS, compute, queues, storage)
• Experience running ML inference pipelines at scale

✨ Nice to Have

• Experience with CV or video pipelines
• Familiarity with GPU optimization (dynamic batching, TensorRT, ONNX)

🎁 Benefits & Perks

• 🌍 Mission-driven work saving lives
• 🏢 Early-stage equity and competitive compensation
• 📈 Growth opportunity to build ML platform from ground up
• 🔧 High ownership in architectural decisions

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter screen· 30 min
2. 2Technical interview· 60 min
3. 3System design interview· 60 min
4. 4Hiring committee· 30 min