Qualification : Implement latest algorithms from research papers for model compression and apply to latest model architectures such as diffusion models, large language models etc. Set up training jobs, datasets, evaluation, performance benchmarking pipelines. Applying training time and post training compression techniques Understanding HW capabilities and incorporating those in optimization algorithm design / enhancement Build upon the latest research to create new algorithms and invent new ways of applying compression to deep learning models from different domains. Keep up with the latest AI research and collaborate with diverse teams, both internal and external to Apple, including researchers, hardware architects, and software engineers, to co-develop and implement algorithms customized for Apple hardware. Run detailed experiments and ablation studies to profile algorithms on various models, tasks, across different model sizes. Improving model optimization documentation, writing tutorials and guides Posted On :

• Implement latest algorithms from research papers for model compression and apply to latest model architectures such as diffusion models, large language models etc.
• Set up training jobs, datasets, evaluation, performance benchmarking pipelines.
• Applying training time and post training compression techniques
• Understanding HW capabilities and incorporating those in optimization algorithm design / enhancement
• Build upon the latest research to create new algorithms and invent new ways of applying compression to deep learning models from different domains.
• Keep up with the latest AI research and collaborate with diverse teams, both internal and external to Apple, including researchers, hardware architects, and software engineers, to co-develop and implement algorithms customized for Apple hardware.
• Run detailed experiments and ablation studies to profile algorithms on various models, tasks, across different model sizes.
• Improving model optimization documentation, writing tutorials and guides

Technical Skills :

Machine Learning, python, Natural Language Processing Posted On : Machine Learning, python, Natural Language Processing Role :

AIML Engineer -Imlement alogorithms,Set up training jobs, datasets, evaluation, performance benchmarking Posted On :

AIML Engineer -Imlement alogorithms, Set up training jobs, datasets, evaluation, performance benchmarking Posted On : Bangalore, Karnataka, India Experience :

6 to 9 Years Posted On : 6 to 9 Years Job Reference Number :

12049 Posted On : 31-Dec-1969 Share this Job
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Job Title : AIML Engineer
Location : Bangalore, Karnataka, India
Mandatory Skills : Machine Learning, python, Natural Language Processing
Experience : 6 to 9 Years You can

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