Requirements

Operating system

Windows

Linux

Our requirements

• Strong mathematical background in linear algebra and statistics.
• Proficiency in Linux programming environments, including Docker.
• Demonstrated expertise in at least one programming language: Python or C/C++.
• Working knowledge of TensorFlow and PyTorch.
• Master’s or PhD degree in computer science, mathematics, or related fields.
• Track record of scientific publications and active participation in AI-related conferences.

Optional

• Proven experience in audio signal processing, including microphone array design, evaluation, and ML-based processing.
• Knowledge of acoustics, including measurements of audio/acoustic systems.
• Fundamental knowledge in Optics, Biomedicine, and Digital Signal Processing, backed by work experience in biomedical data analysis.
• Professional experience in porting neural network models on embedded platforms (e.g., ARM).
• Professional experience in fixed-point C and assembler on generic platforms, with expertise in optimizing C/ASM code.
• Professional experience in developing product-grade code, including high-level software development practices, integration into CI environments, proper testing, packaging, and releasing of software.

Your responsibilities

• Design and implement machine learning algorithms (including deep neural networks) for analyzing audio and video content.
• Automate and enhance audio, video, and image processing pipelines.
• Contribute to creating innovative products, scientific publications, and patent applications.
• Conduct scientific literature reviews and contribute to scientific publications and patent applications.
• Collaborate closely with product management to define product strategy and roadmap.
• Lead software system architecture design to deliver efficient, maintainable code for model training, evaluation, and deployment.
• Design solutions for incorporating machine/deep learning into product features and effectively communicate these solutions to software engineers and business leaders.