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plancraft

Senior AI Product Manager

plancraft

. Own product strategy, roadmap, and delivery for customer-facing AI agents and workflows .

Posted 9/25/2026full-timeHamburg • GermanySeniorWebsite

About the role

Key responsibilities & impact
  • Own product strategy, roadmap, and delivery for customer-facing AI agents and workflows
  • Identify high-potential customer problems and translate trades workflows into agentic product opportunities
  • Define and own the customer interface for interacting with and managing agents and workflows
  • Work with Engineering and UX across discovery, evaluation, and delivery
  • Establish an AI product operating loop covering discovery, evaluation, release gates, monitoring, and iteration
  • Define evaluation sets, quality standards, and release criteria, including accuracy, correction rates, latency, and rollback conditions
  • Instrument and monitor AI product performance using customer behaviour and quality signals
  • Demonstrate measurable improvements in efficiency, profitability, quote acceptance, capacity utilisation, activation, and retention
  • Contribute to technical and platform trade-offs involving customer value, quality, cost, and time to market
  • Manage dependencies, reusable AI experience patterns, mobile and voice input, and workflow handovers
  • Partner with RevOps, Sales, and Customer Success on adoption, willingness-to-pay signals, pricing, and monetisation experiments
  • Conduct customer discovery with tradespeople and learn from real-world product usage

Requirements

What you’ll need
  • 7+ years of product management experience
  • At least 2 years owning and shipping AI products in production end-to-end
  • Strong applied GenAI literacy across LLMs, agents, RAG, and evaluation frameworks
  • Experience building 0-to-1 AI products or new product areas from discovery through launch and iteration
  • Experience defining AI product quality and success criteria, evaluation metrics, release thresholds, customer outcomes, and post-launch monitoring
  • Strong customer discovery and product judgment
  • Experience in a fast-moving startup or scale-up environment
  • Proven cross-functional ownership with Engineering and UX
  • English at C1 level
  • German at C2 level
  • Willingness to conduct field discovery with tradespeople
  • Willingness to be regularly present in Hamburg, approximately one week per month or equivalent
  • Experience with voice, mobile, or document AI is advantageous
  • Experience with AI monetisation is advantageous
  • Background in B2B SaaS for SMBs, field service, construction, or trades is advantageous
  • Familiarity with PostHog, Sentry, Dovetail, or ProductFruits is advantageous
  • Additional Italian, Spanish, Dutch, or Polish language skills are advantageous
  • Must already possess the legal right to work in the EU or the specific country where the role is located
  • Visa or work permit sponsorship is not provided

Benefits

Comp & perks
  • Four major team event weeks per year
  • Casual monthly on-site and remote formats
  • Recognition culture celebrating wins
  • Personal learning budget of 1.500€/year
  • 2 paid days of educational leave
  • Targeted enablement formats
  • AI-enabled internal tools and workflows
  • MacBook and premium headphones
  • Hardware and tools needed for daily work
  • Flexible remote, hybrid, abroad, or on-site work arrangements
  • Option to work abroad worldwide for up to 2 months
  • 30 vacation days per year based on a 5-day week
  • Dec 24th off
  • Subsidized Urban Sports Club membership
  • Internal sport meetups
  • JobRad bike leasing
  • Subsidized Deutschlandticket or BahnCard
  • Travel expenses covered for regular Hamburg office visits