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Craft & Delivery:

  • Design, implement, and deploy ML/AI models end-to-end, from concept through production.
  • Maintain and evolve AI systems in production, monitoring for drift, debugging issues, and driving ongoing improvements.
  • Bring an AI-forward coding mindset to your daily work.

Collaboration & Communication:

  • Partner closely with product, engineering, and data teams to align AI work with broader product and business goals.
  • Translate technical tradeoffs, model behavior, and constraints into terms non-specialists can act on.
  • Participate actively in code reviews and design discussions.

Leadership & Influence:

  • Contribute to AI architecture decisions with thoughtful perspective on tradeoffs and long-term implications.
  • Take ownership of meaningful work end-to-end, including the unglamorous parts of getting AI into production.
  • Raise the bar on engineering practices through your own work.

Robots & Pencils

Robots & Pencils is an applied AI engineering firm that designs and ships AI co-workers integrating into operations and delivering results for clients. Founded in 2009, they have delivery centers in Canada, the United States, Eastern Europe, and Latin America, with teams averaging 15+ years of experience.

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