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Senior Backend AI Engineer
EffVision
- United States
- United States
À propos
This is a remote position. Design and implement robust, scalable, and secure backend services for AI-powered products. Work closely with data scientists and ML engineers to integrate models into production systems. Build and optimize APIs, microservices, and data pipelines for real-time and batch processing. Ensure low-latency inference, efficient model deployment, and resource management. Maintain and improve CI/CD pipelines, containerization (Docker/Kubernetes), and cloud infrastructure. Monitor, debug, and optimize backend systems for performance, scalability, and reliability. Collaborate with cross-functional teams to define system architecture and technical standards. Stay current with AI infrastructure trends, tools, and best practices. Requirements
5+ years of backend software development experience, ideally in Python, Go, or Java. 2+ years of experience deploying and scaling machine learning models in production. Solid understanding of RESTful APIs, gRPC, message queues, and microservice architectures. Experience with ML frameworks (e.g., TensorFlow, PyTorch, ONNX) and serving tools (e.g., TorchServe, Triton, FastAPI). Strong knowledge of Docker, Kubernetes, and cloud platforms (AWS, GCP, or Azure). Familiarity with data pipelines, distributed systems, and model versioning (MLflow or similar). Proficiency in SQL and NoSQL databases (e.g., PostgreSQL, Redis, MongoDB).
Compétences linguistiques
- English
Avis aux utilisateurs
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