Roei Bahumi
ML EngineerMachine Learning Engineer at Facebook
Facebook
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Machine Learning Engineer at Facebook
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Experienced Machine Learning Engineer with a demonstrated history of working in the computer software industry. Skilled in Python, C++, Linux and Algorithms. Strong engineering professional with a Master of Science (MSc) focused in Information Systems (Artificial Intelligence major) from Technion - Israel Institute of Technology.
Technion - Israel Institute of Technology
Master of Science (MSc), Information Systems. Artificial Intelligence major
January 1, 2010 – January 1, 2012
Brown University
Business/Managerial Economics
January 1, 2007 – January 1, 2008
Technion - Israel Institute of Technology
Bachelor of Science (BSc), Industrial Engineering and Management
January 1, 2006 – January 1, 2010
Machine Learning Engineer
September 1, 2020 – Present
Tel Aviv District, Israel
Keywee
Machine Learning Engineer
August 1, 2016 – August 1, 2019
Tel Aviv Area, Israel
Stratoscale
Software Engineer
September 1, 2014 – December 1, 2015
Herzelia
Surf-Space
Founder & CTO
April 1, 2012 – March 1, 2014
Global
Intel Corporation
Linux/Unix Control Room Shift Manager, CMCC
March 1, 2009 – March 1, 2012
Israel
Big Data on AWS (John Bryce College)
AWS Elemental
June 24, 2026 – Present
Advanced C++ Programing
John Bryce College
June 24, 2026 – Present
Design Patterns and Refactoring Advanced Object Oriented Design
John Bryce College
June 24, 2026 – Present
Cultural Fit Analysis
The candidate demonstrates a strong drive for innovation and ownership, evidenced by founding a startup and leading complex ML projects. The diverse experience across large corporations (Facebook, Intel), startups (Keywee, Stratoscale, Surf-Space), and academic research indicates adaptability and a broad perspective. The focus on end-to-end solutions and system design aligns with a culture that values comprehensive problem-solving and practical implementation. The target role of ML Engineer aligns well with the candidate's recent and most relevant experience.
Soft Skills & Operational Fit
The candidate's experience as a Founder & CTO and a Linux/Unix Control Room Shift Manager at Intel suggests leadership, problem-solving, and operational management skills. The detailed descriptions of designing and implementing systems indicate strong analytical and architectural thinking. The ability to lead deep learning projects and develop end-to-end solutions points to autonomy and project ownership.