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Happy Scribe

AI Engineer

Happy Scribe

. Build AI features combining LLMs, speech models, and retrieval systems .

Posted 11/3/2026full-timeBarcelona • SpainMid-LevelSeniorWebsite

Tech Stack

Tools & technologies
Ruby on Rails

About the role

Key responsibilities & impact
  • Build AI features combining LLMs, speech models, and retrieval systems
  • Own AI features end-to-end, from problem discovery and prompt design through production
  • Build systems that turn conversations into summaries, search, actions, and memory
  • Build and maintain an evaluation framework that catches regressions and supports prompt iteration
  • Optimize AI infrastructure for speed, cost, and reliability through provider routing, caching, chunking, and latency-budget decisions
  • Monitor developments in AI and assess new models and techniques for migration
  • Collaborate with designers and engineers to integrate native-feeling AI features into products
  • Design and ship semantic search across transcripts using embeddings and hybrid retrieval
  • Build agentic systems that turn meeting notes into drafted emails, tasks, and follow-ups
  • Create prompt evaluation pipelines that identify quality regressions before users do

Requirements

What you’ll need
  • 5+ years of engineering experience
  • 2+ years of deep experience in AI applications
  • Experience shipping LLM-based features to production for real products and users
  • Fluency in prompt engineering, RAG architectures, and evaluation frameworks
  • Experience debugging retrieval and hallucination issues
  • Ability to evaluate new models and determine whether migration is worthwhile
  • Ability to make trade-offs involving latency, quality, cost, speed-to-ship, and technical debt
  • Product-minded approach focused on solving user problems
  • Excitement about the company’s engineering principles and alignment with most of the Rails doctrine
  • Bonus: Experience shipping AI features in reliable, accuracy-sensitive B2B SaaS
  • Bonus: Experience with multi-provider LLM systems, fallbacks, routing, and cost optimization
  • Bonus: Experience designing retrieval systems at scale, including embeddings, reranking, and hybrid search
  • Bonus: Experience with speech or audio AI, including transcription, diarization, or real-time processing
  • Spanish residency by start date for a permanent contract, or residence outside Spain within CET ±2 hours and willingness to work as a contractor
  • No visa sponsorship

Benefits

Comp & perks
  • Hybrid work setup with Barcelona office collaboration and protected focus time
  • Flexible working hours
  • Equity
  • Generous token spend policy
  • 30 days holiday allowance
  • Health coverage: Alan partnership covers half your medical insurance, anywhere you are
  • Tax-smart savings through Cobee by Pluxee for meals, transport, and nursery