Lead AI Engineer

Samsung R&D Institute Poland

Warszawa, Wola
Praca hybrydowa
Umowa o pracę
Umowa o pracę
🏠 Praca hybrydowa
Pełny etat
PyTorch
TensorFlow
Linux
🐳 Docker

About the project

  • About our Team
  • Join our AI Solution team, a leader in AI innovation in Europe, where we specialize in sound, image, speech, text, and Big Data analysis. We leverage the latest machine learning techniques, including deep neural networks, and cutting-edge technologies like generative AI and multimodal learning to develop intelligent, adaptive systems. If you're passionate about shaping the future of AI, we invite you to contribute to our dynamic team.
  • About the role
  • As a Lead AI Engineer, you will drive groundbreaking research in artificial intelligence and machine learning, developing transformative technologies that push the boundaries of innovation. You will lead the creation of high-impact research papers and present your work at leading international conferences, contributing to the global AI community. Collaborating with engineers, domain experts, and international research teams, you will bridge theoretical advancements with practical applications, ensuring our solutions remain cutting-edge. By staying at the forefront of AI trends and integrating state-of-the-art techniques, you will mentor junior researchers and foster a culture of intellectual growth and exploration within the team. Your role will involve leading ambitious, exploratory projects that challenge existing paradigms and shape the future of AI technology.
  • Technologies in use
  • • Programming Languages: Python, C/C++
  • • Deep Learning and Machine Learning Frameworks: TensorFlow, PyTorch
  • • Large Language Models (LLMs) and Multimodal Models
  • • Operating Systems: Linux, Android, Tizen
  • • Other Technologies: GitHub, Docker, Conda, OpenCV, NPU, ARM-related programming
  • • Digital Signal Processing

Your responsibilities

  • Design and implement machine learning algorithms (including deep neural networks) for analyzing audio and video content.
  • Conduct scientific literature reviews, contribute to scientific publications, and participate in 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.
  • Actively monitor and contribute to the latest developments and trends in AI research, integrating state-of-the-art advancements into research practices.
  • Mentor junior researchers and foster intellectual growth within the team.

Our requirements

  • Extensive experience in training and optimizing large-scale AI models.
  • Strong mathematical background in linear algebra and statistics.
  • Publication record in top-tier AI conferences or journals (e.g., NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, ACL, EMNLP, Interspeech, ICASSP).
  • Proficiency in Linux programming environments, including Docker.
  • Demonstrated expertise in technical programming and deep learning frameworks (e.g., PyTorch, TensorFlow).
  • Excellent scientific writing skills, with a track record of publications in reputable venues.
  • Outstanding communication abilities and proven capacity to collaborate effectively in diverse, interdisciplinary teams.
  • Familiarity with technology development processes and design thinking methodologies.

Optional

  • Proven experience in audio signal processing, including microphone array design and evaluation, as well as ML-based processing.
  • Knowledge of acoustics, including measurements of audio/acoustic systems.
  • Practical knowledge of libraries related to waveform data processing.
  • Expertise in one or more of the following areas: Numerical Linear Algebra, Numerical Optimization Techniques, Reinforcement Learning, Spatio-temporal Grounding, Adaptive and Stochastic Control Theory, Signal Processing, Explainable AI (XAI), Dynamical Systems, Cryptography, and AI Security.
  • Experience with grant and patent writing.
  • Professional experience in porting neural network models on embedded platforms (e.g., ARM).
  • Professional experience in developing product-grade code, including high-level software development practices, integration into CI environments, proper testing, packaging, and releasing of software.

Technologies we use

What we offer

  • Friendly working atmosphere

  • Wide range of trainings and a huge support in developing algorithmic skills

  • Opportunity to work in multiple projects

  • Working with the latest technologies on the market

  • Possibility to attend local and foreign conferences

  • Start of work between 7 a.m. and 10 a.m.

  • PC workstation/Laptop + 2 external monitors

  • OS: Linux, Windows

  • Private medical care (possibility to add family members for free)

  • Multisport card

  • Life insurance

  • Lunch card

  • A partial reimbursement of the cost of an English language course

  • Possibility to learn Korean for free

  • Variety of discounts (Samsung products, theaters, restaurants)

  • Unlimited free access to Copernicus Science Center for you and your friends

  • Possibility to test new Samsung products

  • Monthly integration budget

  • Office in Warsaw Spire near metro station

  • Attractive relocation package

  • Hybrid model – 3 days from the office per week

Wyświetlenia: 1
Opublikowana2 dni temu
Wygasaza około miesiąc
Rodzaj umowyUmowa o pracę
Tryb pracyPraca hybrydowa
Źródło
Logo
Logo

Podobne oferty, które mogą Cię zainteresować

Na podstawie "Lead AI Engineer"