Staff Machine Learning Scientist

Intercom Intercom · Enterprise · London, United Kingdom · 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 rapidly prototyping and shipping ML products to customers. The team works closely with Product and Design, and has dedicated ML product engineers to facilitate fast production cycles. The role requires significant applied ML experience, leadership in bringing ML products to production, and strong communication skills.

What you'd actually do

  1. Play an active role in hiring, mentoring and career development of other engineers
  2. Raise the bar for technical standards, performance, reliability, and operational excellence
  3. Identify areas where ML can create value for our customers
  4. Identify the right ML framing of product problems - Working with teammates and Product and Design stakeholders
  5. Conduct exploratory data analysis and research - Deeply understand the problem area

Skills

Required

  • Strong programming skills
  • 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

  • 5-8 years applied ML experience
  • Track record shipping ML products

Other signals

  • productized everything from classic supervised models, to cutting-edge unsupervised clustering algorithms, to novel applications of transformer neural networks
  • test and measure the real customer impact of each model we deploy
  • bring prototypes to production