1 month ago
Taiwan (city not specified)Mid Level
Responsibilities
- Develop innovative AI and machine learning solutions from initial concepts through functional prototypes.
- Collaborate with internal business users to understand needs and create measurable AI-driven solutions.
- Select and implement classic machine learning, deep learning, or generative AI methods for diverse business problems.
- Partner with product managers, designers, AI researchers, engineers, and domain experts across global teams to integrate AI into production systems.
- Communicate insights through data storytelling, mentor colleagues, and adopt emerging AI/ML techniques.
Requirements
- Master’s degree in Computer Science, Engineering, Economics, Operations Research, Statistics, Data Science, Mathematics, Physics, or a related quantitative field.
- At least 3 years of industry experience applying analytics to product or business challenges, or at least 1 year of such experience with a PhD degree.
- Proficiency in Python for machine learning, including TensorFlow or PyTorch, and SQL for data manipulation.
- Strong expertise in predictive analytics, statistical modeling, and machine learning algorithms.
- Ability to collaborate across functions and communicate complex ideas clearly and concisely.
- Proficiency in both Mandarin and English.
- Preferred: experience developing production-ready machine learning pipelines.
- Preferred: familiarity with AWS, Azure, or GCP for scalable AI/ML deployment.
- Preferred: strong problem framing, problem-solving, and project management skills.
- Preferred: experience applying AI/ML to generative AI applications, financial modeling, supply chain risk analysis, or knowledge graph development.
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About TSMC
TSMC (Taiwan Semiconductor Manufacturing Company) is a pure-play semiconductor foundry that manufactures integrated circuits for fabless and systems companies on a contract basis. Founded in 1987 and headquartered in Hsinchu, Taiwan, it is the world’s largest chip foundry, with advanced process nodes and fabs in Taiwan and new facilities in Arizona and Japan. Its shares trade on the Taiwan Stock Exchange (2330) with ADRs on the NYSE (TSM).