Senior Data Scientist

Company:
Location: Geylang

*** Mention DataYoshi when applying ***

You want to

  • Conceptualize and develop deep learning models to model driver behavior, road detection, signal detection, in cabin characteristics, etc.
  • Provide signals based on video/image detection algorithms for other Machine learning algorithms, such as road flow or traffic densities.
  • Develop signal processing models as to characterize the attributes to a time series matrix.
  • Test and put algorithms into a production ready state.
  • Constructing solution concepts from insights using familiar or unfamiliar data sources or complete or partial data.
  • Signal creation from image processing to other machine learning algorithms.
  • Imputing the dependency between sensors and time series data.
  • Design and build machine/deep learning and optimization algorithms efficiently
  • Integrate, simulate, and test impact of algorithms and features on the overall system
  • Develop and execute necessary analyses, simulations, etc. to validate models and identify improvement opportunities
  • Store, retrieve and visualize results in a manner that facilitates required analyses
  • Effectively conceptualize analyses to business/product stakeholders

You have

  • Minimum 2 years of relevant experience in one or more of the following:
  • Video/Image detection, prediction, and classification on
  • Signal processing and time series analysis
  • Ph.D., Master’s or an outstanding Bachelors in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, Operations Research, Industrial & Systems Engineering, or related technical disciplines.
  • Strong fundamentals in Machine and Deep Learning.
  • Proficient in statistical programming in languages such as Python and R; and strong working knowledge in RDBMS such as PostgreSQL or NoSQL
  • Strong programming skills in Java and Scala, experience in functional programming is preferred.
  • Self-motivated and independent learner who is willing to share knowledge with the team.
  • Efficient and detail-oriented time manager who thrives in a dynamic and fast-paced working environment

Desired

  • Experience in working with vehicle imagery.
  • Familiar with Linux/Unix and shell scripting, experience in cloud computing is a plus.

*** Mention DataYoshi when applying ***

Offers you may like...

  • suchdialog AG

    SENIOR DATA SCIENTIST
    68161 Mannheim
  • Suncorp Group

    Senior Data Scientist
    Sydney Inner Suburbs NSW
  • Epsilon

    Senior Data Scientist
    Irving, TX 75039
  • Microsoft

    Senior Data Scientist ( Supply Chain )
    Redmond, WA 98052
  • Plymouth Rock Assurance

    Senior Data Scientist
    Woodbridge, NJ 07095