Senior Machine Learning Scientist

Intercom Intercom · Enterprise · Dublin, Ireland · AI Group

Senior Machine Learning Scientist at Intercom, a customer service AI company. The role focuses on defining new ML features, researching algorithms, and shipping ML prototypes to production, working closely with product and design teams. The primary artifact is the AI product itself.

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
  3. Working with teammates and Product and Design stakeholders
  4. Conduct exploratory data analysis and research
  5. Research and identify the right algorithms and tools

Skills

Required

  • Broad applied machine learning knowledge
  • 3-5 years applied ML experience
  • Practical stats knowledge (experiment design, dealing with confounding etc)
  • Intermediate programming skills
  • Strong communication skills, both within engineering teams and across disciplines.
  • Comfort with ambiguity

Nice to have

  • Track record shipping ML products
  • 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

  • product-focussed team
  • rapidly getting first prototypes in our customers’ hands
  • shipping to beta in weeks
  • measure the real customer impact of each model we deploy
  • Track record shipping ML products

Other signals

  • product-focussed ML team
  • shipping ML models to production
  • customer impact of deployed models