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Senior Machine Learning Engineer

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

As an independent owner of critical ML subsystems, you'll build the core ML systems behind a proactive, long-horizon AI product — from data preparation through training, evaluation, and production inference.

Responsibilities

  • Build core ML systems that power a proactive, long-horizon AI product
  • Own work end-to-end: data preparation, training, evaluation, inference, and iteration
  • Turn research ideas into working systems that run reliably in production
  • Debug model failures and system issues using real production signals
  • Iterate quickly: ship, measure outcomes, refine, and repeat
  • Collaborate closely with research, product, and engineering to deliver real user impact
  • Mentor and review work from other ML engineers through example and technical judgment
  • Work under real production constraints: latency, cost, reliability, and safety

Requirements

  • Track record of building and shipping ML systems used by real users
  • Understanding of how modern ML models behave — and misbehave — in production
  • Strong, production-quality code and systems thinking, not just scripts
  • Ownership mentality, independent work, ability to push work to completion
  • Fast learner, clear communicator, improves through iteration
  • Tech stack: Python, PyTorch/JAX, GPU-based training and inference systems

Soft skills

Independent ownership of ambiguous, complex problemsMentorship mindset and technical guidanceFast-paced, collaborative teamworkBalances shipping quality work with continuous learning

About the company

A1's mission is to build a proactive smart assistant for everyday users, bringing intelligence to conversations, errands, and workflows with minimal prompting. The product is built around reliable long-running workflows, persistent context, and real-world task completion, aiming to cut users' daily task time by roughly 90%.

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