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Google Staff Research Engineer Applied ML United Kingdom, England, London 305012620
19.11.2024
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Minimum qualifications:
Preferred qualifications:
- Bachelor's degree or equivalent practical experience
- 8 years of experience in software development and with data structures/algorithms.
- 5 years of experience building and architecting large-scale, production quality Machine Learning (ML) systems.
- 5 years of experience in distributed development and large-scale data processing.
- Experience coding in either C++ or Python.
- Experience with ML fundamentals, algorithms, and techniques, including supervised, unsupervised, and reinforcement learning, and experience in areas like natural language processing (NLP), computer vision, and generative AI.
Preferred qualifications:
- Experience with generative models (e.g., diffusion models, GANs, transformers) for various media formats (e.g., text, image, video, audio), including prompt engineering, fine-tuning, and evaluation techniques.
- Experience with RL algorithms and frameworks, including policy gradient methods, Q-learning, and actor-critic architectures.
- Experience building and leading high-performing research or engineering teams, fostering a positive and inclusive culture.
- Experience being published in ML/AI conferences or journals, demonstrating a strong research background and ability to communicate complex technical concepts effectively.
- Familiarity with agent-based architectures, tool use, reinforcement learning, and techniques for evaluating and optimizing agent behavior.
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