Senior Full-Stack Engineer
Core
Senior Full-Stack Engineer responsible for productizing ML pipelines for deep neural network (DNN) compression and building secure, high-performance SaaS services.
Role type
Senior Full-Stack Engineer (ML Productization & Security)
Builds
Reproducible ML pipelines for DNN compression and secure backend/frontend services
Domain
Quantum AI, Deep Learning, Cloud Infrastructure, Security
Deliverable
production ML models | product features | infrastructure
Required skills
Software architecture, Cloud platforms, PyTorch/TensorFlow, Model compression, Distributed training, Kubernetes, CI/CD, Security engineering, AI-assisted development
Preferred skills
Frontend/UX, Quantum computing concepts, Formal security/compliance, GPU scheduling
Technologies
Python, PyTorch, TensorFlow, Kubernetes, Containers
Responsibilities
Productizing experimental ML workflows into reproducible pipelines; Designing and implementing secure backend services; Building user-facing frontends; Owning deployment, operations, and observability; Making architectural decisions and documenting them
Seniority
Senior, hands-on IC