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Senior Data Scientist

Soluto is a service aiming to help users enjoy technology. Millions of customers use the service to learn new stuff or get help from our Experts. We want any interaction with our service to be as meaningful as possible for the customer, be it a notification they receive that helps them learn a new trick on their iPhone, or if they ask an Expert to visit them at home to help set up a new smart device. As the service evolves, we see a growing demand to apply data science practices throughout our product.

We’re looking for an experienced Data Scientist to take part in leading this effort, help coach other team members and integrate Data Science into our development process. Our data science tasks relate to NLP, statistical inference and user analytics. We have large-scale training datasets, and the data science team supports the company's product. We aim to solve the NLP tasks using Deep Learning.

Responsibilities

  • Collaborate closely with Product Managers to define product issues that can be resolved by data science tools.
  • Create prototypes for new data product ideas for fast evaluation
  • Implement large scale models using various statistical methods and Machine Learning algorithms
  • Coach other Data Scientists, with different levels of experience
  • Drive and help define the collection of new data and the refinement of existing data
  • Analyze and interpret the results of product experiments
  • Develop best practices for instrumentation and experimentation, and communicate those to product development teams

Qualifications

  • M.Sc. or Ph.D. in a relevant technical field
  • Experience in leading data science teams or efforts
  • Experience working on product development teams
  • Familiarity with relational databases and SQL
  • Expert knowledge in python programming
  • Practical experience in Deep Learning using Keras, PyTorch.
  • Experience working with large data sets
  • Experience working with distributed computing tools a plus (Map/Reduce, Spark, Hive, etc.) - advantage
  • Experience with NLP - advantage
  • Experience in user analytics using XGBoost, LightGBM. - advantage
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