Careers

R&D | Senior Data Scientist

IL

About the role

Upstream Security is looking for a Machine Learning Expert to participate in unique research related to the mobility domain.

Leveraging on top of troves of data from ongoing engagements with the world’s top vehicle manufacturers, we are working on a revolutionary data platform addressing high impact problems relating to predictive maintenance, car fleet management, and more. All while, contributing to Upstream’s innovative cybersecurity AI.

Working with data sources of various origins, we offer a great opportunity for professional growth, a genuine state-of-the-art problem domain, and a high impact work environment. 

 

Requirements:

As such, we are looking for a talented researcher, MSc (4+ years of industry experience) or PhD (2+ years), with a rich background in machine learning, good communication skills and a demonstrable ability to translate real world problems to the mathematical domain.

 

  • Some of the subjects we’re interested in:
    • Multivariate time series
    • Unsupervised / weakly supervised learning framework
    • Language models
    • Temporal pattern matching

 

  • Preferred experience:
    • Deliver prototypes to R&D
    • Hands-on with various deep learning paradigms (CNNs, LSTMs, Attention, etc.)
    • Outliers and anomaly detection


Join our talented team and take a major role in one of today’s most interesting industries.