ML Applied Research Manager

Adobe Adobe · Enterprise · Bucharest, Romania

This role leads applied research for generative AI products like Adobe Firefly and Express, managing a team to deliver models from research through to production at scale. It involves guiding research, technical design, implementation, and productization, with a focus on image and multimodal content generation.

What you'd actually do

  1. Lead and manage a team of up to 10 people;
  2. Guide team through research, technical design, implementation, delivery, and productization of generative AI models;
  3. Influence design decisions and technical direction for engineers, researchers, product managers and senior leaders;
  4. Ensure transparency of project status to partners ;
  5. Lead each team member's performance, employing ongoing performance feedback and coaching;

Skills

Required

  • BS, MS, or PhD in Computer Science or a related field
  • 5+ years of experience as an engineering or research manager, leading teams that built complex ML systems or shipped applied research to production
  • Experience in building and leading teams with multiple ML engineers and researchers
  • Demonstrated ability to build a diverse team of top engineers and ML researchers in a competitive job market
  • Strong analytical and problem-solving skills, with the ability to think strategically and make data-driven decisions
  • Strong working knowledge of modern software development and research methodologies and software design patterns
  • Outstanding ability to communicate technical concepts effectively to partner teams
  • Strong customer empathy and demonstrated engagement with customers and partners to truly delight users

Nice to have

  • Experience with generative models for image or multimodal content is a big plus

What the JD emphasized

  • leading teams that built complex ML systems or shipped applied research to production
  • building and leading teams with multiple ML engineers and researchers
  • build a diverse team of top engineers and ML researchers

Other signals

  • leading applied research
  • generative AI for Firefly, Express, and Enterprise products
  • image generation and editing, design generation and editing, and custom Enterprise models
  • model architectures and training recipes through the data and inference systems that ship them at scale
  • leading teams that built complex ML systems or shipped applied research to production