Sales - Ai Architect, Llm & Gen Ai

1 week ago

Singapore Apple Full time

Imagine what you could do here. At Apple, great ideas have a way of becoming phenomenal products, services, and customer experiences very quickly. Bring passion and dedication to your job and there’s no telling what you could accomplish Why Apple? At Apple, we believe our products begin with our people. By hiring a diverse team we drive creative thought. By giving that team everything they need we drive innovation. By hiring incredible engineers we drive precision. And through our collaborative process we build memorable experiences for our customers We are looking for a highly skilled and experienced AI Architect who has a robust understanding of Artificial Intelligence, Machine Learning and Generative AI to help work on exciting technologies for future Apple products and bring it to live. You will collaborate with multi-functional teams of business SMEs, engineers, data scientists, designers, and researchers. This role is exceptionally technical, and will require you to actively engage in all aspects of the work, you will be responsible for running 1000 steps ahead, looking around the corner, and help bridge the gap between business and technical teams, ensuring that the technical architecture and solutions aligned with strategic goals and deliver measurable business values and KPIs.

**Description**

**Minimum Qualifications**
- Ph.D. in Computer Science, Artificial Intelligence, Machine Learning or related field; or
- Experience in identifying and delivering state-of-the-art product architecture for our end to end solutions.
- 5+ years building NLP/AI software professionally and successfully releasing to customers.
- 5+ years of hands-on experience in building scalable systems for training & evaluating of machine learning/deep learning models.
- Experience with state-of-the-art NLP algorithms and AI models, Multi-modal LLMs, Multi-modal contrastive learning, Foundation models, Diffusion based models and parameter efficient fine tuning of LLMs.
- Experience with Cloud technologies and familiarity with AWS & GCP.

**Preferred Qualifications**
- Familiarity with deploying model for large scale inferencing & optimizations.
- Solid understanding of inference speed up techniques such as speculative decoding and optimization of LLMs for human preferences.
- A strong track record of shipping products and publications / patents.
- Proactively address and reduce potential biases in model predictions, ensuring our products are inclusive and fair.
- Design and implement efficient data pipelines to support large language model training and inference.
- Strong proficiency in PyTorch, TensorFlow, Transformers, Kubernetes, Docker, LangChain, vectorDB and cloud platforms like AWS, GCP, or Azure, and Monitoring tool like Grafana, and CI/CD like airflow, gitlab, and Big Data management like Spark, Kafka.
- A thought leader having a good balance of business insight, domain and technical expertise.Excellent presentation, written and verbal communication, engagement and interpersonal skills along with validated skills in building great design.

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