Staff Machine Learning Scientist

Intercom Intercom · Enterprise · Dublin, Ireland · AI Group

Staff Machine Learning Scientist at Intercom, a company focused on AI customer service. The role involves defining new ML features, researching algorithms, and shipping prototypes to production, working closely with product and design teams. The focus is on applying ML to create customer value and productize models, with a strong emphasis on measuring real customer impact.

What you'd actually do

  1. Identify areas where ML can create value for our customers
  2. Identify the right ML framing of product problems - Working with teammates and Product and Design stakeholders
  3. Conduct exploratory data analysis and research - Deeply understand the problem area
  4. Research and identify the right algorithms and tools - Being pragmatic, but innovating right to the cutting-edge when needed
  5. Work with engineers to bring prototypes to production

Skills

Required

  • 5-8 years applied ML experience
  • Previous background in a senior/staff role (data science, software development or academic)
  • Strong programming skills
  • Experience as the primary technical leader for a team
  • Strong communication skills, both within engineering teams and across disciplines.
  • Scientific thinking skills

Nice to have

  • PhD or other experience in a research environment
  • Deep experience in an applicable ML area - E.g. NLP, Deep learning, Bayesian methods, Reinforcement learning, clustering
  • Strong stats or math background
  • Visualization, data skills, SQL, matplotlib, etc.

What the JD emphasized

  • Significant, demonstrated impact that your work has had on the product and/or the teams
  • Track record shipping ML products

Other signals

  • Product-focused ML team
  • Shipping ML models to production
  • Measuring customer impact