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Machine Learning Engineer

Job description

Must have

 

  • A curious, creative, analytical mindset open for ideas coming from: psychology, neuroscience, econometry, statistics, physics, machine learning and data science
  • Love for rapid, hands-on prototyping with tight feedback loops
  • Strong familiarity with fundamental statistics, probability theory, information theory, linear algebra
  • Experience in building custom ML algorithms and pipelines from scratch
  • Python, SQL coding skills

 

 

Highly desirable

 

  • Strong core computer science, data structures and algorithms
  • Experience working with very large datasets and live production systems
  • Experience with gradient boosting and/or deep learning
  • Experience with either of: representation learning, semi-supervised learning, reinforcement learning, natural language processing, ranking & recommendation, metaheuristics and optimization, generative models

 

Bonus points for

 

  • Public activity in the ML scene (papers, conferences, meetups, videos, open source projects)
  • Coding skills in any of: C++, Matlab, R, Scala
  • Background in research/fintech/adtech