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Backend Engineer, AI (Agent Systems)

AI / ML Engineer • Remote • Full-time • 📍 Sweden

A backend engineering role owning the inference and orchestration layer that powers every AI interaction in the product, delivering fast, stable, observable APIs for mobile and desktop clients.

Responsibilities

  • Build and operate backend systems that serve AI-powered features in production
  • Design inference pipelines, orchestration layers, and service boundaries around models
  • Own production concerns: monitoring, logging, alerting, and incident response
  • Optimize latency and throughput across inference, caching, batching, and streaming

Requirements

  • Strong backend engineering fundamentals in production environments
  • Experience running high-throughput, low-latency services
  • Familiarity with AI inference patterns (LLMs, embeddings, multimodal)
  • Comfortable debugging distributed systems under load
  • Bias toward shipping and learning from production behavior

Soft skills

Ownership of production system reliabilityCalm, methodical debugging under loadCommitment to iterative improvement

About the company

The company (A1) is building a proactive smart assistant for everyday users, bringing intelligence to conversations, errands, organizing, and workflows with minimal prompting. The product focuses on reliability for long-running workflows, persistent context, and real-world task completion, aiming to cut users' daily task time by roughly 90%. The team is small, high-talent-density, and hands-on, making decisions collectively and moving at rapid speed.

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