Machine Learning Engineer | Relocation to Germany, Berlin
SO1
Funchal, Portugal
há 2 dias

About SO1

SO1 brings artificial intelligence to grocery retail.

  • We are building a revolutionary AI promotion platform based on machine learning and seamless retail integration. The SO1 Engine learns autonomously about individual consumer'
  • s preferences and their willingness-to-pay, providing real-time targeting across various media channels in the form of individual promotion feeds.

    Working with leading retailers in Europe and North America, SO1 has proven its superior ability to serve up the right offers to consumers while at the same time maximizing financial impact for retailers and globally recognized brands.

    SO1 has been backed by high-profile investors with 8-figure investments and continues to focus on building the best AI for retail.

    Position

    SO1 gives their employees to take on important projects from the first day and offers unique learning opportunities.

    You will :

  • Track the state of the art in Machine Learning and Deep Learning, Operations Research and Optimization
  • Share ideas for models, prototype them, deploy to production and run A / B tests
  • Develop mathematical abstractions covering business needs in flexible ways
  • Communicate ideas, capabilities and workflows to business stakeholders
  • Work both independently and in small focus teams on the full project lifecycle
  • Must have

  • A creative, curious, analytical mindset open for ideas coming from : psychology, neuroscience, statistics, econometry, physics, machine learning and data science
  • Passion for fast, hands-on prototyping with tight feedback loops
  • Solid familiarity with fundamental statistics, information theory, probability theory, linear algebra
  • Experience in building custom ML algorithms and pipelines from scratch
  • Highly desirable

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

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

  • A multi-terabyte, rich dataset of customer behaviors
  • Tight feedback loops in a real-time system
  • A wide selection of projects
  • An energetic environment and very smart colleagues in all fields
  • Freedom to shape your role and significantly influence direction and future of the company
  • High performance-based compensation
  • Stock options possible after you have proven your impact
  • The flavor of a startup (free drinks & snacks, team events, rooftop terrace, etc.) combined with the professionalism of seasoned veterans
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