experienced Algorithm engineer for priority semantics team

join our rem (road experience management) department - the team driving the automatic creation of high-definition maps, a cornerstone technology behind our autonomous driving and advanced driver-assistance systems. rem map creation leverages cutting-edge algorithms executed at massive scale using Big Data technologies, requiring both a deep understanding of the map creation pipeline and strong technical expertise. you will be part of our priority semantics algorithmic team, focused on understanding right-of-way rules and interactions derived from traffic signs, road structures, and driving behavior.
the team uses cutting-edge technologies, including graph neural networks (gnns) and data -driven learning techniques, to model complex driving scenarios and extract meaningful insights from large-scale real-world driving data.
this role requires a deep understanding of the data itself, modeling complex semantics, and extracting insights using learning-based approaches to accurately rep

דרישות:

all you need is:
3+ years of industry experience, including at least 1 year of experience in Machine Learning
msc in Computer Science, electrical engineering, or a related engineering field
strong experience in Python
familiarity with numerical and data science frameworks such as numpy, pandas, scipy, pyspark, tensorflow, and pytorch
Linux knowledge and some familiarity with aws
a get it done approach and a flexible mindset
experience working with ai agents or coding assistants (e.g., copilot) - an advantage
familiarity with graph neural networks (gnns) - an advantage
We change the way we drive, from preventing accidents to semi and fully autonomous vehicles. if you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution! המשרה מיועדת לנשים ולגברים כאחד.