Remote Technical Product Manager, AI Systems

Salary: £29,000 - 69,000 per year

Requirements:

• Strong grounding in computer science fundamentals, including algorithms, data structures, and system design
• Solid understanding of ML fundamentals and how modern AI systems behave in production
• Comfort reading, reviewing, and discussing technical design documents
• Hands-on exposure to AI-powered products, including LLM-based systems
• Experience working with model evaluation, prompt or pipeline iteration, and feedback loops
• Strong intuition for model limitations, hallucinations, bias, and drift
• Significant experience owning complex, technical products end-to-end
• Proven ability to work closely with senior engineers and ML teams
• Strong judgment and decision-making ability in ambiguous, fast-moving environments
• Ability to balance ambition with technical and operational reality
• Experience shipping AI-heavy consumer products
• Background as an engineer or highly technical product manager
• Experience defining evaluation metrics for ML systems
• Strong intuition for AI UX patterns and failure handling
• Prior experience in zero-to-one product environments

Responsibilities:

• Research and define end-to-end AI system requirements from capability to behavior to user impact
• Translate model capabilities, data constraints, and evaluation results into clear product and system decisions
• Make hard trade-offs across quality, latency, cost, reliability, and UX
• Work closely with ML, backend, and mobile engineers on system design, evaluation, and iteration
• Define and evolve evaluation frameworks across offline metrics, online experiments, and human feedback
• Drive execution with clear specs, strong judgment, and disciplined prioritization
• Ensure systems ship quickly, safely, and reliably, with strong feedback loops
• Own product quality end-to-end, including correctness, predictability, and user trust

Technologies:

• AI
• Backend
• LLM
• Mobile
• Product Manager
• UX UI Design

More:

We are building a proactive AI chat app for everyday users to bring intelligence to conversations, errands, organising, and workflows. Our product is designed for high reliability in long-running workflows, persistent context, and real-world task completion, handling multi-step reasoning and external tools while remaining reliable despite non-deterministic model behavior. We are a high-talent-density, hands-on team that makes decisions collectively, moves quickly, and balances shipping high-quality work with learning. We value structure, judgment, and independent execution as we work to deliver a truly magical product with practical benefits to users globally. The interview process is typically 3 to 4 interviews, conducted virtually and/or onsite, with applications reviewed by our technical team.

last updated 40 week of 2026