Research Engineer (or Scientist), Speech and Language
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Job Location:
Mountain View, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
12 hours ago
Vacancies:
1 Vacancy
Job Summary
Snapshot
Artificial Intelligence could be one of humanitys most useful inventions. At Google DeepMind were a team of scientists engineers machine learning experts and more working together to advance the state of the art in artificial intelligence. We use our technologies for widespread public benefit and scientific discovery and collaborate with others on critical challenges ensuring safety and ethics are the highest priority.
About Us
Were looking for scientists and engineers to push forward fundamental research and technology in Artificial Intelligence specifically at the intersection of Speech Language and deep learning.
The Role
We are looking for a top-notch Research Scientist or Research Engineer to join a fast-paced audio and language team that is fundamental to Gemini audio music / speech generation representation learning and diffusion theory projects. Were looking for someone hungry to dive into both theory and code: someone who will drive independent research initiatives work with teams on large scale AI and develop solutions to fundamental questions in machine learning and AI.
Key responsibilities:
- Design rapidly implement in code and rigorously evaluate cutting-edge deep learning algorithms and data curation for multimodal generative AI with a particular emphasis on audio and video synthesis.
- Report and present research findings and developments clearly and efficiently both internally and externally verbally and in writing.
- Thriving under uncertainty driving both team collaborations to meet ambitious research goals as well as significant individual contributions.
About You
In order to set you up for success as a Research Engineer at Google DeepMind we look for the following skills and experience:
- MS or PhD in Computer Science Artificial Intelligence Machine Learning Computer Vision Speech Processing or equivalent practical experience.
- Proven experience in deep learning research and development particularly in generative AI and related to video and audio synthesis. This includes diffusion models and autoregressive generative models.
- Exceptional engineering skills in Python and deep learning frameworks (e.g. JAX TensorFlow PyTorch) with a track record of building high-quality research prototypes and systems. Self-motivated to pick up technologies to adapt and move quickly.
- Strong publication record at top-tier machine learning computer vision and graphics conferences (e.g. NeurIPS ICLR ICML SIGGRAPH CVPR ICCV).
In addition the following would be an advantage:
- Knowledge of probabilistic machine learning and generative modeling (e.g. Diffusion autoregressive models GANs flows hierarchical VAEs DDPMs).
- Demonstrated experience in large-scale training of multimodal generative models.
- Sequence processing experience with TensorFlow PyTorch or JAX.
- Bonus: knowledge of speech processing and language understanding in particular text-to-speech synthesis and prosody modeling.
At Google DeepMind we value diversity of experience knowledge backgrounds and perspectives and harness these qualities to create extraordinary impact. We are committed to equal employment opportunity regardless of sex race religion or belief ethnic or national origin disability age citizenship marital domestic or civil partnership status sexual orientation gender identity pregnancy or related condition (including breastfeeding) or any other basis as protected by applicable law. If you have a disability or additional need that requires accommodation please do not hesitate to let us know.
Key Skills
- Laboratory Experience
- Machine Learning
- Python
- AI
- Bioinformatics
- C/C++
- R
- Biochemistry
- Research Experience
- Natural Language Processing
- Deep Learning
- Molecular Biology
About Company
Artificial intelligence could be one of humanity’s most useful inventions. We research and build safe artificial intelligence systems. We're committed to solving intelligence, to advance science and benefit humanity.
