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Apple Sales - Machine Learning Engineer NLP Singapore 95374364
25.03.2025
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Description
In this role, you will focus on the following key areas:- You’ll be working in a team of machine learning engineers of different specialization to prototype and ship world class algorithms that pushes the state of the art.- Lead the exploration and application of Large Language Models and Generative AI, venturing into new areas within these fields.- Turn prototypes into automation pipelines and deploying them to production; deciding when to use out-of-the-box solutions vs. building custom solutions and utilizing both.- Ongoing data analysis to build new or fine-tune existing models such as GPT to optimize results.- Actively engaging in all aspects of model development, from ideation and experimentation to deployment.
Minimum Qualifications
- 5+ years building NLP/AI software professionally and successfully releasing to customers.
- 5+ years of industry experience building machine learning and deep learning based software applications.
- Ph.D. in Computer Science, Artificial Intelligence, Machine Learning or related field; or
- M.S. in related field with 3+ years experience applying machine learning engineer to real business problems.
Preferred Qualifications
- 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.
- 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.
- Strong understanding of Python, and related machine learning tools (e.g. TensorFlow, PyTorch, NLTK, spaCy,Keras).
- Excellent presentation, written and verbal communication, engagement and interpersonal skills along with validated skills in building great design.
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