Machine Learning Research Engineer (m/f)

at SO1 GmbH in Berlin, Germany
Posted 3 weeks ago

About this position

Are you passionate about applied machine learning research? Are you open-minded about approaches and techniques, willing to pick the best tool for the job? Would you like to work with an exciting live dataset spanning billions of rows?

Would you like to see how your insights and models influence the purchasing habits of millions of people?

Are you keen on working with world class teammates in a successful startup to bring a product to the market that will change a billion-Dollar industry? Well, this position might be just for you!

About us

SO1 is the leading artificial intelligence for 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.

Your role

We offer our employees unique learning opportunities and the chance to take on important projects from day one.

  • You will track the state of the art in various areas of Machine Learning and Deep Learning, Operations Research and Optimization
  • You will come up with ideas for models, prototype them, deploy to production and run A/B tests
  • You will develop mathematical abstractions covering business needs in flexible ways
  • You will communicate ideas, capabilities and workflows to business stakeholders
  • You will be working both independently and in small focus teams on the full project lifecycle – from project inception to monitoring production results

Your profile

You are an open-minded polymath craving for transforming your ideas into real-world impact.

Must have

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

Highly desirable

  • 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 (Kaggle, papers, conferences, meetups, videos, open source projects)
  • Background in fintech/adtech/research

Our offer to you

  • A multi-terabyte, rich dataset of customer behaviors
  • Tight feedback loops on prediction results with model deployment in a real-time system
  • A wide selection of projects, from large-scale prediction, through uplift measurement to anomaly detection
  • Highly energetic environment and very smart colleagues from diverse fields: machine learning, physics, computer science and business
  • Freedom to shape your role and significantly impact the company’s direction and future
  • Competitive base salary
  • Share in the company success through virtual stock options
  • The flavor of a startup (free drinks & snacks, team events, rooftop terrace, etc.) combined with the professionalism of seasoned veterans

Your new team

We are a diverse team of about 30 software engineers, devops, machine learners, data scientists, and business people. All united in their desire to achieve something great and change the promotion game for good. We operate in small teams, with flat hierarchies. We love cooking together in the kitchen and having fun with barbeques on our rooftop terrace. We welcome everyone warmly in our team no matter where you come from or what your background is.

We are very much looking forward to your application. Please send your CV including earliest possible entry to the SO1 recruitment team.

By submitting your résumé and application information, you authorize SO1 to transmit and store your information in the SO1 recruitment database, and to circulate that information as necessary for the purpose of evaluating your qualifications for this or other job vacancies within SO1.

About SO1 GmbH

The Most Advanced AI for Retail

Learn more:
www.so1.ai/en/

Seem like a good fit? Apply for this job