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- היקף משרה
- משרה מלאה
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- דאטה סיינטיסט
תיאור המשרה
we are looking for a Signal Processing & AI Engineer to join our dynamic team. You will work on innovative projects that integrate signal processing techniques with cutting-edge AI technologies to solve complex problems.
Responsibilities:
- Develop and implement advanced signal processing algorithms.
- Collaborate with cross-functional teams to design AI-driven solutions.
- Analyze and interpret large datasets to improve system performance.
- Optimize algorithms for real-time applications.
- Contribute to technical documentation and presentations.
- Participate in code reviews and provide constructive feedback.
Key Responsibilities:
- Research and analyze modern AI systems and architectures, including LLMs, VLMs and other emerging model architectures.
- Research, implement and benchmark models to understand their algorithmic behaviour and system-level performance.
- Identify compute, memory, bandwidth and latency bottlenecks through profiling and benchmarking.
- Optimize algorithms for efficient mapping to hardware architectures.
- Perform quantization and reduced-precision optimization.
- Develop and analyze fixed-point implementations.
Requirements:
- Bachelor%27s degree in Electrical Engineering, Computer Science, or a related field.
- 3-5 years of experience in signal processing and AI development.
- Proficiency in programming languages such as Python, C++, or MATLAB.
- Strong understanding of machine learning techniques and frameworks.
- Experience with data analysis and statistical modeling.
- Familiarity with real-time processing and embedded systems.
- Excellent problem-solving and analytical skills.
- Hands-on, hard-working, self-driven and independent approach
