Senior Data Scientist - Stealth Travel Venture
BCG Digital VenturesSingaporeUpdate time: February 5,2020
Job Description
BCG Digital Ventures is an ever-growing global team of entrepreneurs, designers, engineers, venture architects, product experts and investors. We invent, build, and invest in startups with the world’s most influential companies. The business ventures we create build strategic advantages for some of the most important global companies and help them own the next horizon of innovation.
 
About this opportunity:
We are getting ready to launch and scale a stealth travel tech startup that uses machine learning to power personalised discovery, planning and booking of experiences and activities. Financially backed by one of the largest global travel brands, this venture is well-positioned to disrupt the $250 Billion APAC travel experiences industry. The company is currently in pre-launch and is expected to enter the market early-2020. 
 
We're looking for motivated senior data scientists to join our journey. As one of our first engineering hires, you will be responsible for using your technical expertise to help shape the product from an early stage and implement core features of the platform.
 
This is an opportunity to work in a team with other senior engineers, designers, and product managers who deliver high-quality software.
 
If you like true agile development – failing fast and iterating quickly, making data-driven decisions, and building software with the user always in mind – then we would love to hear from you! We are looking for data scientists who love to work as an integrated part of the engineering team, who are interested in not only developing models but also writing production-ready code to make use of the models and algorithms they develop.

Required experience:

  • We're currently using Python and deploying to AWS Sagemaker, but if you have the following experience, we think you'd be a great fit:
  • 5+ years of commercial experience in industry as a Data Scientist
  • Strong and solid analytics foundations such as probability, statistics, ML/DL algorithms and data visualization
  • High level of proficiency in Python and able to produce production-ready code
  • Commercial experience in Natural Language Processing (NLP), and/or Recommendation systems
  • Trackable record of building successful ML/AI based products
  • Knowledge of database and SQL
  • Knowledge in one of the cloud services (AWS, GCP and Azure) 
  • Strong communication skills to make complex ML/AI concepts understandable to different streams in the team

Preferred experience:

  • Masters Degree or above with research experience in ML/AI
  • Deep knowledge in Deep learning tools and platforms
  • Deep knowledge in Graph database
  • Good understanding of Agile methodology in software development

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