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Apple Machine Learning Research Engineer Apple Intelligence India, Karnataka, Bengaluru 759780423
Yesterday
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Minimum Qualifications
- 4+yrs of machine learning expertise.
- Strong programming using Python/Objective C/Swift.
- Good exposure to Deep Learning libraries like PyTorch and TensorFlow.
- Thorough experience with common NLP algorithms and applications, including tokenization, language modelling, text decoding, text classifier etc.,
Preferred Qualifications
- Actively exercising machine learning techniques, including implementing basic optimizers and regularizations; formulating and implementing loss functions for given tasks, applying insightful parameter tuning in model training and evaluation, reproducing and revising state-of-the-art research experiments; addressing accuracy and performance bottlenecks in distributed training and inference, and benchmarking different model compressing methods
- Actively programming with high-quality codes across complex and large repositories, including implementing new optimizer or loss functions, algorithm optimizations for critical performance or accuracy, refactoring or redesigning of existing code-base for improved robustness and flexibility, processing large data set efficiently and accurately, establishing automated synthesis/training/evaluation pipeline across multiple sets of internal and external APIs, and applying common object-oriented design patterns
- Experience of multi-modal modeling, presenting plans, progress, and results or demos regularly and concisely
- Experience in NLP modeling for Indian languages is desired.
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