Plarium

Data Scientist (Deep Learning Expertise) (BB-62E8F)

Found in: Neuvoo IL

Description:

Responsibilities:

  • Build machine learning models that will meet the business objective, with high quality results
  • Be able to query and use very large data sets, including data pulling, processing and cleaning
  • Ability to deal with all parts of the modelling workflow – from research, data extraction, model selection and design, to deployment and clearly presenting and communicating the results
  • Collaborate with different business units (inc. a team overseas) in designing and implementing your solutions, making sure to comply with business needs 
  • Collaborate with the different engineering and BI teams, making sure to comply with the technical needs and constraints
  • Conduct independent research and innovative thinking, keeping track with technology advancement and new tools and research in the data science field 
  • Provide guidance and assistance for other peers in the data science team, including model & code review
  • Requirements:

  • At least 4 years of previous experience as a data scientist, out of which 1-2 years of previous experience specifically with Deep Learning frameworks (such as Keras, TensorFlow and PyTorch), preferably from the online industry
  • Experience with Reinforcement Learning - an advantage
  • Good knowledge of SQL and Python - a must
  • Deep understanding of mathematics and statistics
  • Deep understanding of ML algorithms & frameworks
  • Good understanding of big data platforms and querying tools (GCP- an advantage)
  • An academic degree in an analytical field such as Mathematics, Statistics, Computer Science, Physics, Engineering or Natural Sciences
  • Research background or paper publication – an advantage
  • Experience implementing new ideas from paper publications into your models - an advantage
  • Personal requirements:

  • Proactive attitude, entrepreneurial mindset, with a strong work ethic 
  • A passion for problem-solving and efficiency
  • Dare to try new ideas and solutions
  • Ability to work in a team, share information and give professional guidance
  • Excellent English skills
  • Presentation Skills – an advantage
  • calendar_today1 day ago

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