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Apple Sales - Machine Learning Engineer NLP Singapore 95374364
14.04.2025
You will collaborate with cross-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, from conceptualization and theoretical considerations to design, coding, and implementation.
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.
- 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.
- 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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