Algorithm Development Researcher
פורסם לפני 18 ימים · 93 מועמדים
התפקיד במילים פשוטות
התפקיד כולל הובלת תהליכי מחקר מפיתוח בסיסי ועד למוצר סופי, תוך התמקדות בתכנון, יישום ואימות של אלגוריתמים מתקדמים. המועמד יעסוק בפיתוח אלגוריתמים, תכנון וביצוע ניסויי מעבדה ושטח, וכן ניתוח ועיבוד נתונים, כולל עיבוד תמונה ואותות.
- Bachelor’s degree in Physics, Electrical Engineering, or Geophysics
- At least 3 years of experience in Signal Processing with solid understanding of sampling theory
- At least 3 years of experience with audio or sensor signal analysis including STFT, spectrograms, and filtering
- Ability to extract meaningful features from raw signals and integrate them into machine learning pipelines
- Hands-on experience with Deep Learning including training and evaluating DL models such as CNNs and Transformers
- Master’s or higher degree
- Familiarity with self-supervised learning methods
- Experience in Python, including large-scale data loading, transformation, and dataset preparation
חולץ מתיאור המשרה · מתעדכן אוטומטית
למי זה מתאים
התפקיד מתאים למהנדסי אלגוריתמים בעלי תואר ראשון בפיזיקה, הנדסת חשמל או גיאופיזיקה, עם ניסיון של לפחות 3 שנים בעיבוד אותות וניתוח אותות אודיו/חיישנים. נדרש ניסיון בלמידה עמוקה ושימוש בכלים מדעיים וסביבת ML.
תיאור המשרה המלא
המשרה המקורית · נשמר לעיוןWe’re looking for an Algorithm Engineer to join a leading defense organization specializing in research
and development of advanced sensing technologies, for a full‑time position
About The Role
You will guide the research process from fundamental studies through to final product development, focusing on the design
implementation, and validation of advanced algorithms. This role combines theoretical research with practical implementation offering a unique
opportunity to make an impact across multidisciplinary sensing technologies
Your responsibilities
Develop advanced algorithms and support the research process from concept to implementation
Design, execute, and analyze laboratory and field experiments
Perform data analysis and processing, including image and signal processing research tasks
Work closely with data scientists, hardware, and system engineering teams to translate physical phenomena into computational models
Requirements
Bachelor’s degree in Physics, Electrical Engineering, or Geophysics
Master’s or higher degree – Advantage
At least 3 years of experience in Signal Processing with solid understanding of sampling theory
At least 3 years of experience with audio or sensor signal analysis including STFT, spectrograms, and filtering
Ability to extract meaningful features from raw signals and integrate them into machine learning pipelines
Hands‑on experience with Deep Learning including training and evaluating DL models such as CNNs and Transformers
Experience with scientific and ML ecosystem tools such as NumPy, SciPy, Pandas, and PyTorch
Familiarity with self‑supervised learning methods – Advantage
Experience in Python, including large‑scale data loading, transformation, and dataset preparation – Advantage
#Netanya
Show more
Show less
שאלות על המשרה
- המשרה לא ציינה שכר. אנחנו מציגים שכר רק כשהמעסיק מפרסם אותו.
- Bachelor’s degree in Physics, Electrical Engineering, or Geophysics, At least 3 years of experience in Signal Processing with solid understanding of sampling theory, At least 3 years of experience with audio or sensor signal analysis including STFT, spectrograms, and filtering, Ability to extract meaningful features from raw signals and integrate them into machine learning pipelines, Hands-on experience with Deep Learning including training and evaluating DL models such as CNNs and Transformers