Backend Engineer, AI Systems
ActAI
Descrição do cargo
About the role
ActAI is building proactive AI‑native applications that simplify everyday tasks. As a Backend Engineer, AI Systems you will own the inference and orchestration layer that powers every AI interaction, ensuring low latency, reliability and cost‑effectiveness for real‑world users.
Key responsibilities
- Design, build, and operate backend systems that serve AI‑powered features in production.
- Create inference pipelines and orchestration layers handling multi‑step workflows, tool calls, and retries.
- Manage the full lifecycle of AI requests, including routing, caching, batching, streaming, and state management.
- Optimize latency, throughput, and cost across model inference and downstream services.
- Ensure system reliability despite non‑deterministic model behavior and external dependencies.
- Implement observability (logging, tracing, debugging) for AI outputs and failures.
- Collaborate with ML and product teams to translate model capabilities into stable production APIs.
Required profile
- Strong backend engineering fundamentals in production environments.
- Experience running high‑throughput, low‑latency services.
- Familiarity with AI inference patterns such as LLMs, embeddings, and multimodal models.
- Comfortable debugging distributed systems under load.
- Bias toward shipping and learning from production behavior.
Required skills
- Python
- Node.js
- PyTorch
- OpenAI
- Anthropic
- SQL
- NoSQL
- Kubernetes
- Docker
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Publicado há 1 semana
Expira em 1 mês
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