Ilai Giloh
ML EngineerStaff ML Engineer
Wayve
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Staff ML Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Senior ML Engineer and Data Scientist.
Ben-Gurion University of the Negev
Bachelor of Science (B.Sc.), Electrical (Electronics & Computers) Engineering
January 1, 2008 – January 1, 2013
Wayve
Staff ML Engineer
June 1, 2025 – Present
London Area, United Kingdom · Hybrid
Pinecone
Staff ML Engineer, Generative AI Team
November 1, 2022 – October 1, 2024
Tel Aviv District, Israel
Apple
Machine Learning Engineer
May 1, 2017 – October 1, 2022
Mellanox Technologies
Software Engineer
December 1, 2015 – May 1, 2017
Israel
Adasky
Software Engineer
May 1, 2015 – October 1, 2015
Israel
Mishor 3D
Software Engineer
December 1, 2013 – December 1, 2014
Israel
Ceragon Networks
System Validation Engineer - End2End networking team (student)
October 1, 2010 – January 1, 2012
Tel aviv, Israel
Nokia Siemens Networks
Customer Solutions Engineer
August 1, 2007 – October 1, 2008
Nokia Siemens Networks
Senior Testing Engineer
November 1, 2005 – July 1, 2007
Israel Defense Forces
Telecommunications Technician
July 1, 2001 – September 1, 2005
Autonomous Submarine - RoboSub
August 1, 2012 – August 1, 2013
A group of 20 students from Electrical, Mechanical, Software Engineering, who set out to build Israel's first Autonomous Robotic Submarine. Participated in the international "Robosub" competition by the AUVSI organization and the US Navy. Personally, I was part of a team responsible for the autonomous sub's Dead-Reckoning navigation system. We have designed a complete system, including all Hardware, Software and Algorithm development.
Cultural Fit Analysis
The candidate has a diverse background spanning telecommunications, software engineering, and advanced machine learning, indicating adaptability and a broad interest in technology. The involvement in an autonomous submarine project suggests a proactive, hands-on approach and a passion for challenging technical endeavors. The progression into Staff ML Engineer roles at Wayve and Pinecone aligns with a growth mindset and ambition. However, the breadth of early career roles might suggest a less focused path initially, which could be a minor consideration for highly specialized cultural fits.
Soft Skills & Operational Fit
The candidate's experience leading cross-functional teams at Apple and developing open-source libraries (Canopy) at Pinecone suggests strong leadership, collaboration, and communication skills. The long tenure at Apple indicates stability and ability to contribute significantly over time. The project on an autonomous submarine also highlights problem-solving and teamwork in a complex engineering environment.