Sr. Machine Learning Engineer
Revinate
Amsterdam, Netherlands
2 dagen geleden

WHAT WE BELIEVE

We believe that hoteliers deserve better. The global hotel sector is a booming $500B+ industry, yet hotels are facing many complex challenges, including increased pressure from online travel agencies and intense competition from ever-growing room inventory and the shared economy.

That coupled with aging, cumbersome technology is making the job of the hotelier more difficult than ever. At Revinate, we use cutting edge technology to build powerful software for hotels to take back control and drive direct revenue.

The simplicity and beautiful UX of our solutions are a breath of fresh air in an industry of old technology.

THE ROLE

Revinate is seeking an enthusiastic data scientist to join our fast-growing company. You will be a team of one, to start, and will help build and enhance machine learning models and data pipelines that power Revinate’s Guest Data Platform.

In this role, you will possess significant autonomy to develop our entire Machine Learning pipeline & models. A passion for building greenfield software is a must.

Additionally, the ability to collaborate with others, regardless of title, to tackle complex hospitality data problems is a requirement.

If you enjoy coming up with thoughtful solutions to challenging problems then we may be a match. While we have an HQ in San Francisco & Amsterdam, we are open for this role to be fully remote.

OUR IDEAL CANDIDATE

  • 3+ years of professional experience in a Data Science role
  • 2+ years of experience working with, and deploying to, a fully-managed machine learning service (e.g., AWS Sagemaker or GCP CloudML)
  • M.S. or PhD in machine learning, statistics, applied math, engineering, physics, or a similar field
  • Experience with distributed processing frameworks (e.g., Hadoop, Spark, HBase, Hive, Mahout)
  • Ability to write code in at least one of the following languages : Scala, R, Python, or Java
  • Passion for working with large datasets and mining data to come up with insights that can power future product growth
  • Strong opinions about writing beautiful, maintainable, and understandable code
  • Proficiency in writing reproducible and fault tolerant models and creating ML pipelines (Sampling, Feature Engineering, Training, Evaluation, and Scoring)
  • Expertise in statistical methods and experimental design and analysis
  • Experience building models to predict the growth trajectory of different customer segments
  • Deep understanding of Natural Language Processing frameworks and techniques to deal with highly unstructured data
  • Designing and analyzing experiments to measure the impact of new product features
  • Familiarity with quering TinkerPop-enabled databases using Gremlin
  • Experience building recommendation models based on graph relationships
  • Strong verbal and written communication skills
  • YOU WILL

  • Design and develop models and algorithms to power our next generation platform
  • Add new metrics and aggregations to our existing machine learning pipeline
  • Drive hospitality insights and use data science to help hoteliers make smarter decisions
  • WHAT WE CAN OFFER

  • Health & Wellness : Encouraging a healthy lifestyle is important to Revinate. You can benefit from a free gym subscription with the Health Club Jordaan gym we work with
  • Lunch is on us : Team lunch is part of our local culture and we appreciate everyone's presence. It's a time of the day to catch up on life, crack jokes, plan and discuss fun things
  • Equity : You're an owner in the company as we build it together
  • Tools & Tech : We empower our employees with the hardware, training, and other materials to help you succeed
  • Extraordinary culture : Focused on learning and every employee’s personal and professional development
  • Change an industry : We’re transforming the way hotels connect with guests, and having fun while we do it
  • Meaningful work : You'll have an opportunity to make a major impact on our company and, as a result, the hospitality industry
  • Amazing co-workers : You'll be surrounded by a passionate, high performing, collaborative team that can help you learn something new every day
  • ABOUT REVINATE

    Revinate’s EMEA headquarter is based in Amsterdam - a city hosting a huge international community, but feeling very homey at the same time.

    The Amsterdam office is located at an extremely vibrant part of the city with the canals, including our very own Revinate boat, in front of our doorstep.

    We are surrounded by historical buildings, trendy shops and the best street food vendors.

    The Revinate team is best described as being exceptional, innovative and ambitious and consists of a wide variety of nationalities.

    Joining our Revinate family enholds enjoying a free gym membership, lunches and lots of fun events!

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