Signal Processing & AI Engineer

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Herzliya, Tel Aviv District, Israel

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Job Description

About the role

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.

What you'll do

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.

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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's 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

Tech stack

PythonC++

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